From 3457a87489857102eaad7ee4f70566a17dbc4f4e Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Thu, 20 Feb 2025 14:32:02 -0500 Subject: [PATCH 01/39] start a fetch models type feature --- agentstack/cli/cli.py | 24 ++++-------- agentstack/cli/wizard.py | 44 ++++++++++----------- agentstack/providers.py | 63 ++++++++++++++++++++++++++++++- scripts/fetch_available_models.py | 37 ++++++++++++++++++ scripts/test_providers.py | 36 ++++++++++++++++++ 5 files changed, 164 insertions(+), 40 deletions(-) create mode 100644 scripts/fetch_available_models.py create mode 100644 scripts/test_providers.py diff --git a/agentstack/cli/cli.py b/agentstack/cli/cli.py index 70e7c3ba..6228964e 100644 --- a/agentstack/cli/cli.py +++ b/agentstack/cli/cli.py @@ -1,5 +1,4 @@ from typing import Optional -import os, sys from art import text2art import inquirer from agentstack import conf, log @@ -8,19 +7,7 @@ from agentstack.utils import validator_not_empty, is_snake_case from agentstack.generation import InsertionPoint from agentstack import repo - - -PREFERRED_MODELS = [ - 'groq/deepseek-r1-distill-llama-70b', - 'deepseek/deepseek-chat', - 'deepseek/deepseek-coder', - 'deepseek/deepseek-reasoner', - 'openai/gpt-4o', - 'anthropic/claude-3-5-sonnet', - 'openai/o1-preview', - 'openai/gpt-4-turbo', - 'anthropic/claude-3-opus', -] +from agentstack.providers import get_available_models def welcome_message(): @@ -38,7 +25,7 @@ def welcome_message(): def undo() -> None: """Undo the last committed changes.""" conf.assert_project() - + changed_files = repo.get_uncommitted_files() if changed_files: log.warning("There are uncommitted changes that may be overwritten.") @@ -62,10 +49,14 @@ def configure_default_model(): return # Default model already set log.info("Project does not have a default model configured.") + + # Get models from litellm + available_models = get_available_models() + other_msg = "Other (enter a model name)" model = inquirer.list_input( message="Which model would you like to use?", - choices=PREFERRED_MODELS + [other_msg], + choices=available_models + [other_msg], ) if model == other_msg: # If the user selects "Other", prompt for a model name @@ -113,4 +104,3 @@ def parse_insertion_point(position: Optional[str] = None) -> Optional[InsertionP raise ValueError(f"Position must be one of {','.join(valid_positions)}.") return next(x for x in InsertionPoint if x.value == position) - diff --git a/agentstack/cli/wizard.py b/agentstack/cli/wizard.py index 4ad24802..8d8e9020 100644 --- a/agentstack/cli/wizard.py +++ b/agentstack/cli/wizard.py @@ -2,15 +2,13 @@ import os import time import inquirer -import webbrowser from art import text2art from agentstack import log from agentstack.frameworks import SUPPORTED_FRAMEWORKS -from agentstack.utils import open_json_file, is_snake_case from agentstack.cli import welcome_message, get_validated_input -from agentstack.cli.cli import PREFERRED_MODELS -from agentstack._tools import get_all_tools, get_all_tool_names +from agentstack._tools import get_all_tools from agentstack.templates import TemplateConfig +from agentstack.providers import get_available_models class WizardData(dict): @@ -56,22 +54,6 @@ def to_template_config(self) -> TemplateConfig: ) -def run_wizard(slug_name: str) -> TemplateConfig: - project_details = ask_project_details(slug_name) - welcome_message() - framework = ask_framework() - design = ask_design() - tools = ask_tools() - - wizard_data = WizardData({ - 'project': project_details, - 'framework': framework, - 'design': design, - 'tools': tools, - }) - return wizard_data.to_template_config() - - def ask_framework() -> str: framework = inquirer.list_input( message="What agent framework do you want to use?", @@ -109,8 +91,12 @@ def ask_agent_details(): agent['backstory'] = get_validated_input("Give your agent a backstory", min_length=10) + # Use dynamically fetched models instead of hardcoded list + available_models = get_available_models() agent['model'] = inquirer.list_input( - message="What LLM should this agent use?", choices=PREFERRED_MODELS, default=PREFERRED_MODELS[0] + message="What LLM should this agent use?", + choices=available_models, + default=available_models[0] if available_models else None ) return agent @@ -171,7 +157,7 @@ def ask_design() -> dict: for x in range(3): time.sleep(0.3) print('.') - print('Boom! We made some agents (ﾉ>ω<)ﾉ :｡･:*:･ﾟ’★,｡･:*:･ﾟ’☆') + print('Boom! We made some agents (ﾉ>ω<)ﾉ :｡･:*:･ﾟ'★,｡･:*:･ﾟ'☆') time.sleep(0.5) print('') print('Now lets make some tasks for the agents to accomplish!') @@ -259,3 +245,17 @@ def ask_project_details(slug_name: Optional[str] = None) -> dict: return questions +def run_wizard(slug_name: str) -> TemplateConfig: + project_details = ask_project_details(slug_name) + welcome_message() + framework = ask_framework() + design = ask_design() + tools = ask_tools() + + wizard_data = WizardData({ + 'project': project_details, + 'framework': framework, + 'design': design, + 'tools': tools, + }) + return wizard_data.to_template_config() \ No newline at end of file diff --git a/agentstack/providers.py b/agentstack/providers.py index f433d59e..bc117d93 100644 --- a/agentstack/providers.py +++ b/agentstack/providers.py @@ -1,4 +1,66 @@ from agentstack.exceptions import ValidationError +import litellm +from typing import List +from functools import lru_cache + +PROVIDER_ALIASES = { + 'openai': 'openai', + 'anthropic': 'anthropic', + 'groq': 'groq', + 'deepseek': 'deepseek', + 'mistral': 'mistral', + 'google': 'google', + 'huggingface': 'huggingface', + 'ollama': 'ollama', +} + +# Fallback models if litellm.model_cost is empty or fails +# Perhaps useful for an offline mode for people with tons of storage and no internet +# Think: Government "quiet" rooms etc. +PREFERRED_MODELS = [ + 'groq/deepseek-r1-distill-llama-70b', + 'deepseek/deepseek-chat', + 'deepseek/deepseek-coder', + 'deepseek/deepseek-reasoner', + 'openai/gpt-4o', + 'anthropic/claude-3-5-sonnet', # this has the wrong name, fixed on my other branch. + 'openai/o1-preview', + 'openai/gpt-4-turbo', + 'anthropic/claude-3-opus', +] + + +@lru_cache(maxsize=1) +def get_available_models() -> List[str]: + """ + Get list of available models in provider/model format. + Results are cached to avoid processing litellm.model_cost multiple times. + Falls back to PREFERRED_MODELS if no models found from litellm. + """ + models = [] + + try: + for model_name in litellm.model_cost: + if ( + isinstance(model_name, tuple) + or not isinstance(model_name, str) + or not any(p in model_name.lower() for p in PROVIDER_ALIASES.values()) + ): + continue + + provider = next((p for p in PROVIDER_ALIASES.values() if p in model_name.lower()), None) + + if provider: + models.append(f"{provider}/{model_name}") + except Exception: + # If anything goes wrong parsing litellm models, fall back to preferred models + pass + + # If no models found from litellm, use preferred models + if not models: + models = PREFERRED_MODELS.copy() + + return sorted(models) def parse_provider_model(model_id: str) -> tuple[str, str]: @@ -12,4 +74,3 @@ def parse_provider_model(model_id: str) -> tuple[str, str]: return '/'.join(parts[:2]), parts[2] else: raise ValidationError(f"Model id '{model_id}' does not match expected format.") - diff --git a/scripts/fetch_available_models.py b/scripts/fetch_available_models.py new file mode 100644 index 00000000..c40104a1 --- /dev/null +++ b/scripts/fetch_available_models.py @@ -0,0 +1,37 @@ +from agentstack.providers import get_available_models, parse_provider_model + + +def main(): + print("\n=== Available LLM Models ===\n") + + # First fetch - will get from litellm or fallback to preferred models + print("Fetching available models...") + models = get_available_models() + print(f"Found {len(models)} models") + + print("\nAvailable models:") + for model in sorted(models): + print(f" - {model}") + + # Demonstrate caching + print("\nFetching models again...") + cached_models = get_available_models() + print(f"Used cached result: {models is cached_models}") + + # Show how model strings are parsed + print("\nExample model string parsing:") + examples = [ + "openai/gpt-4", + "anthropic/claude-3-opus", + "openrouter/anthropic/claude-3", + ] + + for model_id in examples: + provider, model = parse_provider_model(model_id) + print(f"\n{model_id}") + print(f" ├─ Provider: {provider}") + print(f" └─ Model: {model}") + + +if __name__ == "__main__": + main() diff --git a/scripts/test_providers.py b/scripts/test_providers.py new file mode 100644 index 00000000..8648a948 --- /dev/null +++ b/scripts/test_providers.py @@ -0,0 +1,36 @@ +from agentstack.providers import get_available_models, parse_provider_model + + +def main(): + print("\n=== Testing Model Provider Functions ===\n") + + # Test get_available_models() + print("Getting available models (first call)...") + models = get_available_models() + print(f"Found {len(models)} models") + print("\nFirst 5 models:") + for model in sorted(models)[:5]: + print(f" - {model}") + + # Test caching + print("\nGetting models again (should be cached)...") + cached_models = get_available_models() + print(f"Models are same object: {models is cached_models}") + + # Test parse_provider_model() + print("\nTesting provider/model parsing:") + test_cases = [ + "openai/gpt-4", + "anthropic/claude-3-opus", + "openrouter/anthropic/claude-3", + ] + + for model_id in test_cases: + provider, model = parse_provider_model(model_id) + print(f"\nParsing: {model_id}") + print(f" Provider: {provider}") + print(f" Model: {model}") + + +if __name__ == "__main__": + main() From 1b10fc5e91281fecfb258b7efe3fe713b0fe42f2 Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Thu, 20 Feb 2025 14:33:52 -0500 Subject: [PATCH 02/39] put the smart quotes back in --- agentstack/cli/wizard.py | 87 +++++++++++++++++++++++----------------- 1 file changed, 51 insertions(+), 36 deletions(-) diff --git a/agentstack/cli/wizard.py b/agentstack/cli/wizard.py index 8d8e9020..43c52e8f 100644 --- a/agentstack/cli/wizard.py +++ b/agentstack/cli/wizard.py @@ -15,30 +15,42 @@ class WizardData(dict): def to_template_config(self) -> TemplateConfig: agents = [] for agent in self['design']['agents']: - agents.append(TemplateConfig.Agent(**{ - 'name': agent['name'], - 'role': agent['role'], - 'goal': agent['goal'], - 'backstory': agent['backstory'], - 'llm': agent['model'], - })) - + agents.append( + TemplateConfig.Agent( + **{ + 'name': agent['name'], + 'role': agent['role'], + 'goal': agent['goal'], + 'backstory': agent['backstory'], + 'llm': agent['model'], + } + ) + ) + tasks = [] for task in self['design']['tasks']: - tasks.append(TemplateConfig.Task(**{ - 'name': task['name'], - 'description': task['description'], - 'expected_output': task['expected_output'], - 'agent': task['agent'], - })) - + tasks.append( + TemplateConfig.Task( + **{ + 'name': task['name'], + 'description': task['description'], + 'expected_output': task['expected_output'], + 'agent': task['agent'], + } + ) + ) + tools = [] for tool in self['tools']: - tools.append(TemplateConfig.Tool(**{ - 'name': tool, - 'agents': [agent.name for agent in agents], # all agents - })) - + tools.append( + TemplateConfig.Tool( + **{ + 'name': tool, + 'agents': [agent.name for agent in agents], # all agents + } + ) + ) + return TemplateConfig( name=self['project']['name'], description=self['project']['description'], @@ -74,7 +86,7 @@ def ask_framework() -> str: # choices=["CrewAI", "Autogen", "LiteLLM"], # ) - #log.success("Congrats! Your project is ready to go! Quickly add features now or skip to do it later.\n\n") + # log.success("Congrats! Your project is ready to go! Quickly add features now or skip to do it later.\n\n") return framework @@ -94,9 +106,9 @@ def ask_agent_details(): # Use dynamically fetched models instead of hardcoded list available_models = get_available_models() agent['model'] = inquirer.list_input( - message="What LLM should this agent use?", + message="What LLM should this agent use?", choices=available_models, - default=available_models[0] if available_models else None + default=available_models[0] if available_models else None, ) return agent @@ -157,7 +169,7 @@ def ask_design() -> dict: for x in range(3): time.sleep(0.3) print('.') - print('Boom! We made some agents (ﾉ>ω<)ﾉ :｡･:*:･ﾟ'★,｡･:*:･ﾟ'☆') + print('Boom! We made some agents (ﾉ>ω<)ﾉ :｡･:*:･ﾟ’★,｡･:*:･ﾟ’☆') time.sleep(0.5) print('') print('Now lets make some tasks for the agents to accomplish!') @@ -199,7 +211,7 @@ def ask_tools() -> list: for tool_config in tool_configs: if tool_config.category not in tool_categories: tool_categories.append(tool_config.category) - + tool_type = inquirer.list_input( message="What category tool do you want to add?", choices=tool_categories + ["~~ Stop adding tools ~~"], @@ -209,10 +221,10 @@ def ask_tools() -> list: for tool_config in tool_configs: if tool_config.category == tool_type: tools_in_cat.append(tool_config) - + tool_selection = inquirer.list_input( - message="Select your tool", - choices=[f"{t.name} - {t.url}" for t in tools_in_cat if t not in tools_to_add], + message="Select your tool", + choices=[f"{t.name} - {t.url}" for t in tools_in_cat if t not in tools_to_add], ) tools_to_add.append(tool_selection.split(' - ')[0]) @@ -245,17 +257,20 @@ def ask_project_details(slug_name: Optional[str] = None) -> dict: return questions + def run_wizard(slug_name: str) -> TemplateConfig: project_details = ask_project_details(slug_name) welcome_message() framework = ask_framework() design = ask_design() tools = ask_tools() - - wizard_data = WizardData({ - 'project': project_details, - 'framework': framework, - 'design': design, - 'tools': tools, - }) - return wizard_data.to_template_config() \ No newline at end of file + + wizard_data = WizardData( + { + 'project': project_details, + 'framework': framework, + 'design': design, + 'tools': tools, + } + ) + return wizard_data.to_template_config() From ddf08a0d65dc5b4c53cc4fab3a810f2285c5d42e Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Thu, 20 Feb 2025 14:35:36 -0500 Subject: [PATCH 03/39] put the imports back in my linter is BROKEN lmao --- agentstack/cli/wizard.py | 1 + 1 file changed, 1 insertion(+) diff --git a/agentstack/cli/wizard.py b/agentstack/cli/wizard.py index 43c52e8f..72970d8b 100644 --- a/agentstack/cli/wizard.py +++ b/agentstack/cli/wizard.py @@ -5,6 +5,7 @@ from art import text2art from agentstack import log from agentstack.frameworks import SUPPORTED_FRAMEWORKS +from agentstack.utils import is_snake_case from agentstack.cli import welcome_message, get_validated_input from agentstack._tools import get_all_tools from agentstack.templates import TemplateConfig From 692b85b67a7598556b87587011e25574e9186a14 Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Thu, 20 Feb 2025 15:11:04 -0500 Subject: [PATCH 04/39] add test script for model fetch, and some custom handling for models --- agentstack/cli/cli.py | 43 ++++++++++++++----- agentstack/cli/wizard.py | 39 +++++++++++++---- agentstack/providers.py | 23 ++++++++++ .../fetch_available_models.py | 0 scripts/test_providers.py | 36 ---------------- 5 files changed, 86 insertions(+), 55 deletions(-) rename scripts/{ => local_scripts}/fetch_available_models.py (100%) delete mode 100644 scripts/test_providers.py diff --git a/agentstack/cli/cli.py b/agentstack/cli/cli.py index 6228964e..afad6251 100644 --- a/agentstack/cli/cli.py +++ b/agentstack/cli/cli.py @@ -7,7 +7,7 @@ from agentstack.utils import validator_not_empty, is_snake_case from agentstack.generation import InsertionPoint from agentstack import repo -from agentstack.providers import get_available_models +from agentstack.providers import get_available_models, get_all_available_models def welcome_message(): @@ -50,18 +50,39 @@ def configure_default_model(): log.info("Project does not have a default model configured.") - # Get models from litellm - available_models = get_available_models() + while True: + # Get models from litellm + preferred_models = get_available_models() + all_models = get_all_available_models() + + other_msg = "Other (enter a model name)" + advanced_msg = f"Select from {len(all_models)} models for advanced use cases" + + model = inquirer.list_input( + message="Which model would you like to use?", + choices=preferred_models + [advanced_msg, other_msg], + ) + + if model == other_msg: + log.info('A list of available models is available at: "https://docs.litellm.ai/docs/providers"') + model = inquirer.text(message="Enter the model name") + break + + elif model == advanced_msg: + return_msg = "↩ Return to preferred models" + advanced_model = inquirer.list_input( + message="Select from all available models", + choices=[return_msg] + all_models, + ) + + if advanced_model == return_msg: + continue # Go back to preferred models list - other_msg = "Other (enter a model name)" - model = inquirer.list_input( - message="Which model would you like to use?", - choices=available_models + [other_msg], - ) + model = advanced_model + break - if model == other_msg: # If the user selects "Other", prompt for a model name - log.info('A list of available models is available at: "https://docs.litellm.ai/docs/providers"') - model = inquirer.text(message="Enter the model name") + else: + break # Selected from preferred models log.debug("Writing default model to project config.") with ConfigFile() as agentstack_config: diff --git a/agentstack/cli/wizard.py b/agentstack/cli/wizard.py index 72970d8b..d271a4a3 100644 --- a/agentstack/cli/wizard.py +++ b/agentstack/cli/wizard.py @@ -9,7 +9,7 @@ from agentstack.cli import welcome_message, get_validated_input from agentstack._tools import get_all_tools from agentstack.templates import TemplateConfig -from agentstack.providers import get_available_models +from agentstack.providers import get_available_models, get_all_available_models class WizardData(dict): @@ -104,13 +104,33 @@ def ask_agent_details(): agent['backstory'] = get_validated_input("Give your agent a backstory", min_length=10) - # Use dynamically fetched models instead of hardcoded list - available_models = get_available_models() - agent['model'] = inquirer.list_input( - message="What LLM should this agent use?", - choices=available_models, - default=available_models[0] if available_models else None, - ) + # Model selection with advanced option + while True: + preferred_models = get_available_models() + all_models = get_all_available_models() + advanced_msg = f"Select from {len(all_models)} models for advanced use cases" + + model = inquirer.list_input( + message="What LLM should this agent use?", + choices=preferred_models + [advanced_msg], + default=preferred_models[0] if preferred_models else None, + ) + + if model == advanced_msg: + return_msg = "↩ Return to preferred models" + advanced_model = inquirer.list_input( + message="Select from all available models", + choices=[return_msg] + all_models, + default=all_models[0] if all_models else None, + ) + + if advanced_model == return_msg: + continue # Go back to preferred models list + + model = advanced_model + + agent['model'] = model + break return agent @@ -170,7 +190,10 @@ def ask_design() -> dict: for x in range(3): time.sleep(0.3) print('.') + # fmt: off + # most formatters wanna make changes to the ’ character. print('Boom! We made some agents (ﾉ>ω<)ﾉ :｡･:*:･ﾟ’★,｡･:*:･ﾟ’☆') + # fmt: on time.sleep(0.5) print('') print('Now lets make some tasks for the agents to accomplish!') diff --git a/agentstack/providers.py b/agentstack/providers.py index bc117d93..a232791d 100644 --- a/agentstack/providers.py +++ b/agentstack/providers.py @@ -74,3 +74,26 @@ def parse_provider_model(model_id: str) -> tuple[str, str]: return '/'.join(parts[:2]), parts[2] else: raise ValidationError(f"Model id '{model_id}' does not match expected format.") + + +def get_all_available_models() -> List[str]: + """Get complete list of available models without filtering to preferred ones""" + models = [] + + try: + for model_name in litellm.model_cost: + if ( + isinstance(model_name, tuple) + or not isinstance(model_name, str) + or not any(p in model_name.lower() for p in PROVIDER_ALIASES.values()) + ): + continue + + provider = next((p for p in PROVIDER_ALIASES.values() if p in model_name.lower()), None) + + if provider: + models.append(f"{provider}/{model_name}") + except Exception: + pass + + return sorted(models) if models else PREFERRED_MODELS.copy() diff --git a/scripts/fetch_available_models.py b/scripts/local_scripts/fetch_available_models.py similarity index 100% rename from scripts/fetch_available_models.py rename to scripts/local_scripts/fetch_available_models.py diff --git a/scripts/test_providers.py b/scripts/test_providers.py deleted file mode 100644 index 8648a948..00000000 --- a/scripts/test_providers.py +++ /dev/null @@ -1,36 +0,0 @@ -from agentstack.providers import get_available_models, parse_provider_model - - -def main(): - print("\n=== Testing Model Provider Functions ===\n") - - # Test get_available_models() - print("Getting available models (first call)...") - models = get_available_models() - print(f"Found {len(models)} models") - print("\nFirst 5 models:") - for model in sorted(models)[:5]: - print(f" - {model}") - - # Test caching - print("\nGetting models again (should be cached)...") - cached_models = get_available_models() - print(f"Models are same object: {models is cached_models}") - - # Test parse_provider_model() - print("\nTesting provider/model parsing:") - test_cases = [ - "openai/gpt-4", - "anthropic/claude-3-opus", - "openrouter/anthropic/claude-3", - ] - - for model_id in test_cases: - provider, model = parse_provider_model(model_id) - print(f"\nParsing: {model_id}") - print(f" Provider: {provider}") - print(f" Model: {model}") - - -if __name__ == "__main__": - main() From d1cb209c6158df54387170a118939d4db1945ccb Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Thu, 20 Feb 2025 16:25:13 -0500 Subject: [PATCH 05/39] replace inquirer with a better lib (mostly just to understand the cli/wiz flows, but also for searchable models) use_shortcuts is a bummer with search, so bye make the filters behave use a real list of the providers we dont need preferred models honestly, it all lives in the lite llm package anyway cleanup linting/comment changes, move all models list to the other option cleanup cli/wizard implementation and move a util to utils get tests passing and do a little more pr noise cleanup formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise format manually something is weird. missing double-quote get tests passing and do a little more pr noise cleanup formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise formatting noise format manually something is weird. --- agentstack/auth.py | 8 +- agentstack/cli/cli.py | 151 +- agentstack/cli/init.py | 53 +- agentstack/cli/run.py | 6 +- agentstack/cli/tools.py | 57 +- agentstack/cli/wizard.py | 240 +- agentstack/providers.py | 65 +- agentstack/update.py | 13 +- agentstack/utils.py | 18 +- docs/llms.txt | 2 +- poetry.lock | 7403 ++++++++++++++++- pyproject.toml | 4 +- .../local_scripts/fetch_available_models.py | 37 - tests/test_cli_init.py | 109 +- tests/test_cli_tools.py | 97 +- tests/test_cli_validation.py | 112 + tests/test_compile_llms.py | 55 +- tests/test_frameworks.py | 13 +- tests/test_log.py | 15 +- tests/test_repo.py | 66 +- tests/test_utils.py | 27 +- 21 files changed, 7676 insertions(+), 875 deletions(-) delete mode 100644 scripts/local_scripts/fetch_available_models.py create mode 100644 tests/test_cli_validation.py diff --git a/agentstack/auth.py b/agentstack/auth.py index 1daa980b..9429b023 100644 --- a/agentstack/auth.py +++ b/agentstack/auth.py @@ -7,7 +7,7 @@ import socket from pathlib import Path -import inquirer +import questionary from appdirs import user_data_dir from agentstack import log @@ -73,6 +73,7 @@ def do_GET(self): self.end_headers() self.wfile.write(f'Error: {str(e)}'.encode()) + def find_free_port(): """Find a free port on localhost""" with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s: @@ -81,6 +82,7 @@ def find_free_port(): port = s.getsockname()[1] return port + def start_auth_server(): """Start the local authentication server""" port = find_free_port() @@ -96,7 +98,7 @@ def login(): token = get_stored_token() if token: log.success("You are already authenticated!") - if not inquirer.confirm('Would you like to log in with a different account?'): + if not questionary.confirm('Would you like to log in with a different account?').ask(): return # Start the local server @@ -139,4 +141,4 @@ def get_stored_token(): config = json.load(f) return config.get('bearer_token') except Exception: - return None \ No newline at end of file + return None diff --git a/agentstack/cli/cli.py b/agentstack/cli/cli.py index afad6251..da0ab105 100644 --- a/agentstack/cli/cli.py +++ b/agentstack/cli/cli.py @@ -1,13 +1,63 @@ from typing import Optional from art import text2art -import inquirer +import questionary from agentstack import conf, log from agentstack.conf import ConfigFile -from agentstack.exceptions import ValidationError -from agentstack.utils import validator_not_empty, is_snake_case from agentstack.generation import InsertionPoint from agentstack import repo -from agentstack.providers import get_available_models, get_all_available_models +from agentstack.providers import get_available_models +from agentstack.utils import is_snake_case + +PREFERRED_MODELS = [ + 'groq/deepseek-r1-distill-llama-70b', + 'deepseek/deepseek-chat', + 'deepseek/deepseek-coder', + 'deepseek/deepseek-reasoner', + 'openai/gpt-4o', + 'anthropic/claude-3-5-sonnet', + 'openai/o1-preview', + 'openai/gpt-4-turbo', + 'anthropic/claude-3-opus', +] + + +def get_validated_input( + message: str, + validate_func=None, + min_length: int = 0, + snake_case: bool = False, +) -> str: + """Helper function to get validated input from user. + + Args: + message: The prompt message to display + validate_func: Optional custom validation function that returns (bool, str) + min_length: Minimum length requirement (0 for no requirement) + snake_case: Whether to enforce snake_case naming + """ + while True: + + def validate(text: str) -> str | bool: + if min_length and len(text) < min_length: + return f"Input must be at least {min_length} characters long" + + if snake_case and not is_snake_case(text): + return "Input must be in snake_case format (lowercase with underscores)" + + if validate_func: + is_valid, error_msg = validate_func(text) + if not is_valid: + return error_msg + + return True + + value = questionary.text( + message, + validate=validate if validate_func or min_length or snake_case else None, + ).ask() + + if value: + return value def welcome_message(): @@ -31,10 +81,10 @@ def undo() -> None: log.warning("There are uncommitted changes that may be overwritten.") for changed in changed_files: log.info(f" - {changed}") - should_continue = inquirer.confirm( - message="Do you want to continue?", + should_continue = questionary.confirm( + "Do you want to continue?", default=False, - ) + ).ask() if not should_continue: return @@ -50,67 +100,38 @@ def configure_default_model(): log.info("Project does not have a default model configured.") - while True: - # Get models from litellm - preferred_models = get_available_models() - all_models = get_all_available_models() - - other_msg = "Other (enter a model name)" - advanced_msg = f"Select from {len(all_models)} models for advanced use cases" - - model = inquirer.list_input( - message="Which model would you like to use?", - choices=preferred_models + [advanced_msg, other_msg], - ) - - if model == other_msg: - log.info('A list of available models is available at: "https://docs.litellm.ai/docs/providers"') - model = inquirer.text(message="Enter the model name") - break - - elif model == advanced_msg: - return_msg = "↩ Return to preferred models" - advanced_model = inquirer.list_input( - message="Select from all available models", - choices=[return_msg] + all_models, - ) - - if advanced_model == return_msg: - continue # Go back to preferred models list - - model = advanced_model - break - - else: - break # Selected from preferred models + # First question - show preferred models + "Other" option + other_msg = "Other (see all available models)" + model_choice = questionary.select( + "Which model would you like to use?", + choices=PREFERRED_MODELS + [other_msg], + use_indicator=True, + use_shortcuts=False, + use_jk_keys=False, + use_emacs_keys=False, + use_arrow_keys=True, + use_search_filter=True, + ).ask() + + # If they choose "Other", show searchable all available models + if model_choice == other_msg: + log.info('\nA complete list of models is available at: "https://docs.litellm.ai/docs/providers"') + available_models = get_available_models() + + model_choice = questionary.select( + "Select from all available models:", + choices=available_models, + use_indicator=True, + use_shortcuts=False, + use_jk_keys=False, + use_emacs_keys=False, + use_arrow_keys=True, + use_search_filter=True, + ).ask() log.debug("Writing default model to project config.") with ConfigFile() as agentstack_config: - agentstack_config.default_model = model - - -def get_validated_input( - message: str, - validate_func=None, - min_length: int = 0, - snake_case: bool = False, -) -> str: - """Helper function to get validated input from user. - - Args: - message: The prompt message to display - validate_func: Optional custom validation function - min_length: Minimum length requirement (0 for no requirement) - snake_case: Whether to enforce snake_case naming - """ - while True: - value = inquirer.text( - message=message, - validate=validate_func or validator_not_empty(min_length) if min_length else None, - ) - if snake_case and not is_snake_case(value): - raise ValidationError("Input must be in snake_case") - return value + agentstack_config.default_model = model_choice def parse_insertion_point(position: Optional[str] = None) -> Optional[InsertionPoint]: diff --git a/agentstack/cli/init.py b/agentstack/cli/init.py index ef23981d..d8719ed1 100644 --- a/agentstack/cli/init.py +++ b/agentstack/cli/init.py @@ -1,7 +1,7 @@ -import os, sys +import os +import sys from typing import Optional -from pathlib import Path -import inquirer +import questionary from textwrap import shorten from agentstack import conf, log @@ -38,12 +38,12 @@ def require_uv(): def prompt_slug_name() -> str: """Prompt the user for a project name.""" - + def _validate(slug_name: Optional[str]) -> bool: if not slug_name: log.error("Project name cannot be empty") return False - + if not is_snake_case(slug_name): log.error("Project name must be snake_case") return False @@ -53,22 +53,12 @@ def _validate(slug_name: Optional[str]) -> bool: return False return True - - def _prompt() -> str: - return inquirer.text( - message="Project name (snake_case)", - ) - + log.info( "Provide a project name. This will be used to create a new directory in the " "current path and will be used as the project name. 🐍 Must be snake_case." ) - slug_name = None - while not _validate(slug_name): - slug_name = _prompt() - - assert slug_name # appease type checker - return slug_name + return questionary.text("Project name (snake_case)", validate=_validate).ask() def select_template(slug_name: str, framework: Optional[str] = None) -> TemplateConfig: @@ -77,16 +67,23 @@ def select_template(slug_name: str, framework: Optional[str] = None) -> Template EMPTY = 'empty' choices = [ - (EMPTY, "🆕 Empty Project"), + questionary.Choice('🆕 Empty Project', EMPTY), ] for template in templates: - choices.append((template.name, shorten(f"⚡️ {template.name} - {template.description}", 80))) + choices.append( + questionary.Choice(f"⚡️ {template.name} - {shorten(template.description, 80)}", template.name) + ) - choice = inquirer.list_input( - message="Do you want to start with a template?", - choices=[c[1] for c in choices], - ) - template_name = next(c[0] for c in choices if c[1] == choice) + template_name = questionary.select( + "Do you want to start with a template?", + choices=choices, + use_indicator=True, + use_shortcuts=False, + use_jk_keys=False, + use_emacs_keys=False, + use_arrow_keys=True, + use_search_filter=True, + ).ask() if template_name == EMPTY: return TemplateConfig( @@ -148,11 +145,11 @@ def init_project( if framework is None: framework = template_data.framework - + if framework in frameworks.ALIASED_FRAMEWORKS: framework = frameworks.ALIASED_FRAMEWORKS[framework] - - if not framework in frameworks.SUPPORTED_FRAMEWORKS: + + if framework not in frameworks.SUPPORTED_FRAMEWORKS: raise Exception(f"Framework '{framework}' is not supported.") log.info(f"Using framework: {framework}") @@ -163,7 +160,7 @@ def init_project( packaging.create_venv() log.info("Installing dependencies...") packaging.install_project() - + if repo.find_parent_repo(conf.PATH): # if a repo already exists, we don't want to initialize a new one log.info("Found existing git repository; disabling tracking.") diff --git a/agentstack/cli/run.py b/agentstack/cli/run.py index 3e142b19..1706add7 100644 --- a/agentstack/cli/run.py +++ b/agentstack/cli/run.py @@ -10,7 +10,7 @@ from agentstack.exceptions import ValidationError from agentstack import inputs from agentstack import frameworks -from agentstack.utils import get_framework, verify_agentstack_project +from agentstack.utils import verify_agentstack_project MAIN_FILENAME: Path = Path("src/main.py") MAIN_MODULE_NAME = "main" @@ -98,7 +98,7 @@ def run_project(command: str = 'run', cli_args: Optional[List[str]] = None): """Validate that the project is ready to run and then run it.""" conf.assert_project() verify_agentstack_project() - + if conf.get_framework() not in frameworks.SUPPORTED_FRAMEWORKS: raise ValidationError(f"Framework {conf.get_framework()} is not supported by agentstack.") @@ -124,7 +124,7 @@ def run_project(command: str = 'run', cli_args: Optional[List[str]] = None): log.notify("Running your agent...") project_main = _import_project_module(conf.PATH) main = getattr(project_main, command) - + # handle both async and sync entrypoints if asyncio.iscoroutinefunction(main): asyncio.run(main()) diff --git a/agentstack/cli/tools.py b/agentstack/cli/tools.py index ad642956..0d7b30fe 100644 --- a/agentstack/cli/tools.py +++ b/agentstack/cli/tools.py @@ -1,7 +1,6 @@ from typing import Optional -import itertools from difflib import get_close_matches -import inquirer +import questionary from agentstack import conf, log from agentstack.utils import term_color, is_snake_case from agentstack import generation @@ -9,19 +8,16 @@ from agentstack._tools import get_all_tools, get_all_tool_names from agentstack.agents import get_all_agents from pathlib import Path -import sys -import json def list_tools(): """ List all available tools by category. """ - tools = [t for t in get_all_tools() if t is not None] # Filter out None values + tools = [t for t in get_all_tools() if t is not None] categories = {} custom_tools = [] - # Group tools by category for tool in tools: if tool.category == 'custom': custom_tools.append(tool) @@ -29,9 +25,9 @@ def list_tools(): if tool.category not in categories: categories[tool.category] = [] categories[tool.category].append(tool) - + print("\n\nAvailable AgentStack Tools:") - # Display tools by category + for category in sorted(categories.keys()): print(f"\n{category}:") for tool in categories[category]: @@ -39,7 +35,6 @@ def list_tools(): print(term_color(f"{tool.name}", 'blue'), end='') print(f": {tool.url if tool.url else 'AgentStack default tool'}") - # Display custom tools if any exist if custom_tools: print("\nCustom Tools:") for tool in custom_tools: @@ -65,7 +60,7 @@ def add_tool(tool_name: Optional[str], agents=Optional[list[str]]): conf.assert_project() all_tool_names = get_all_tool_names() - if tool_name and not tool_name in all_tool_names: + if tool_name and tool_name not in all_tool_names: # tool was provided, but not found. make a suggestion. suggestions = get_close_matches(tool_name, all_tool_names, n=1) message = f"Tool '{tool_name}' not found." @@ -75,35 +70,24 @@ def add_tool(tool_name: Optional[str], agents=Optional[list[str]]): return if not tool_name: - # Get all available tools including custom ones available_tools = [t for t in get_all_tools() if t is not None] - tool_names = [t.name for t in available_tools] - - # ask the user for the tool name - tools_list = [ - inquirer.List( - "tool_name", - message="Select a tool to add to your project", - choices=tool_names, - ) - ] - try: - tool_name = inquirer.prompt(tools_list)['tool_name'] - except TypeError: - return # user cancelled the prompt + + tool_name = questionary.select( + "Select a tool to add to your project", + choices=[t.name for t in available_tools], + use_indicator=True, + use_shortcuts=False, + use_jk_keys=False, + use_emacs_keys=False, + use_arrow_keys=True, + use_search_filter=True, + ).ask() # ask the user for the agents to add the tool to - agents_list = [ - inquirer.Checkbox( - "agents", - message="Select which agents to make the tool available to", - choices=[agent.name for agent in get_all_agents()], - ) - ] - try: - agents = inquirer.prompt(agents_list)['agents'] - except TypeError: - return # user cancelled the prompt + agents = questionary.checkbox( + "Select which agents to make the tool available to", + choices=[agent.name for agent in get_all_agents()], + ).ask() assert tool_name # appease type checker @@ -134,7 +118,6 @@ def create_tool(tool_name: str, agents=Optional[list[str]]): if not is_snake_case(tool_name): raise Exception("Invalid tool name: must be snake_case") - # Check if tool already exists user_tools_dir = Path('src/tools').resolve() tool_path = conf.PATH / user_tools_dir / tool_name if tool_path.exists(): diff --git a/agentstack/cli/wizard.py b/agentstack/cli/wizard.py index d271a4a3..3130442f 100644 --- a/agentstack/cli/wizard.py +++ b/agentstack/cli/wizard.py @@ -1,15 +1,17 @@ from typing import Optional import os import time -import inquirer +import questionary +from questionary import Choice from art import text2art from agentstack import log +from agentstack.cli.cli import PREFERRED_MODELS, get_validated_input from agentstack.frameworks import SUPPORTED_FRAMEWORKS from agentstack.utils import is_snake_case -from agentstack.cli import welcome_message, get_validated_input +from agentstack.cli import welcome_message from agentstack._tools import get_all_tools from agentstack.templates import TemplateConfig -from agentstack.providers import get_available_models, get_all_available_models +from agentstack.providers import get_available_models class WizardData(dict): @@ -68,69 +70,55 @@ def to_template_config(self) -> TemplateConfig: def ask_framework() -> str: - framework = inquirer.list_input( - message="What agent framework do you want to use?", + return questionary.select( + "What agent framework do you want to use?", choices=SUPPORTED_FRAMEWORKS, - ) - # - # if framework == "Learn what these are (link)": - # webbrowser.open("https://youtu.be/xvFZjo5PgG0") - # framework = inquirer.list_input( - # message="What agent framework do you want to use?", - # choices=["CrewAI", "Autogen", "LiteLLM"], - # ) - # - # while framework in ['Autogen', 'LiteLLM']: - # print(f"{framework} support coming soon!!") - # framework = inquirer.list_input( - # message="What agent framework do you want to use?", - # choices=["CrewAI", "Autogen", "LiteLLM"], - # ) - - # log.success("Congrats! Your project is ready to go! Quickly add features now or skip to do it later.\n\n") - return framework + use_indicator=True, + ).ask() def ask_agent_details(): agent = {} - agent['name'] = get_validated_input( - "What's the name of this agent? (snake_case)", min_length=3, snake_case=True - ) + agent['name'] = get_validated_input("What's the name of this agent?", min_length=3, snake_case=True) agent['role'] = get_validated_input("What role does this agent have?", min_length=3) agent['goal'] = get_validated_input("What is the goal of the agent?", min_length=10) - agent['backstory'] = get_validated_input("Give your agent a backstory", min_length=10) - - # Model selection with advanced option - while True: - preferred_models = get_available_models() - all_models = get_all_available_models() - advanced_msg = f"Select from {len(all_models)} models for advanced use cases" - - model = inquirer.list_input( - message="What LLM should this agent use?", - choices=preferred_models + [advanced_msg], - default=preferred_models[0] if preferred_models else None, - ) - - if model == advanced_msg: - return_msg = "↩ Return to preferred models" - advanced_model = inquirer.list_input( - message="Select from all available models", - choices=[return_msg] + all_models, - default=all_models[0] if all_models else None, - ) - - if advanced_model == return_msg: - continue # Go back to preferred models list - - model = advanced_model - - agent['model'] = model - break + agent['backstory'] = questionary.text( + "Give your agent a backstory", validate=lambda text: len(text) >= 10 + ).ask() + + # Mirrors the logic for the default model selection in the CLI + # First question - show preferred models + "Other" option + other_msg = "Other (see all available models)" + model_choice = questionary.select( + "Which model would you like to use?", + choices=PREFERRED_MODELS + [other_msg], + use_indicator=True, + use_shortcuts=False, + use_jk_keys=False, + use_emacs_keys=False, + use_arrow_keys=True, + use_search_filter=True, + ).ask() + + # If they choose "Other", show searchable all available models + if model_choice == other_msg: + log.info('\nA complete list of models is available at: "https://docs.litellm.ai/docs/providers"') + available_models = get_available_models() + + model_choice = questionary.select( + "Select from all available models:", + choices=available_models, + use_indicator=True, + use_shortcuts=False, + use_jk_keys=False, + use_emacs_keys=False, + use_arrow_keys=True, + use_search_filter=True, + ).ask() return agent @@ -138,29 +126,42 @@ def ask_agent_details(): def ask_task_details(agents: list[dict]) -> dict: task = {} - task['name'] = get_validated_input( - "What's the name of this task? (snake_case)", min_length=3, snake_case=True - ) - - task['description'] = get_validated_input("Describe the task in more detail", min_length=10) - - task['expected_output'] = get_validated_input( + while True: + name = questionary.text( + "What's the name of this task? (snake_case)", + validate=lambda text: len(text) >= 3 and is_snake_case(text), + ).ask() + if name: + break + task['name'] = name + + task['description'] = questionary.text( + "Describe the task in more detail", validate=lambda text: len(text) >= 10 + ).ask() + + task['expected_output'] = questionary.text( "What do you expect the result to look like? (ex: A 5 bullet point summary of the email)", - min_length=10, - ) + validate=lambda text: len(text) >= 10, + ).ask() - task['agent'] = inquirer.list_input( - message="Which agent should be assigned this task?", + task['agent'] = questionary.select( + "Which agent should be assigned this task?", choices=[a['name'] for a in agents], - ) + use_indicator=True, + use_shortcuts=False, + use_jk_keys=False, + use_emacs_keys=False, + use_arrow_keys=True, + use_search_filter=True, + ).ask() return task def ask_design() -> dict: - use_wizard = inquirer.confirm( - message="Would you like to use the CLI wizard to set up agents and tasks?", - ) + use_wizard = questionary.confirm( + "Would you like to use the CLI wizard to set up agents and tasks?", + ).ask() if not use_wizard: return {'agents': [], 'tasks': []} @@ -180,20 +181,17 @@ def ask_design() -> dict: agents = [] while make_agent: print('---') - print(f"Agent #{len(agents)+1}") + print(f"Agent #{len(agents) + 1}") agent = None agent = ask_agent_details() agents.append(agent) - make_agent = inquirer.confirm(message="Create another agent?") + make_agent = questionary.confirm(message="Create another agent?").ask() print('') for x in range(3): time.sleep(0.3) print('.') - # fmt: off - # most formatters wanna make changes to the ’ character. print('Boom! We made some agents (ﾉ>ω<)ﾉ :｡･:*:･ﾟ’★,｡･:*:･ﾟ’☆') - # fmt: on time.sleep(0.5) print('') print('Now lets make some tasks for the agents to accomplish!') @@ -206,7 +204,7 @@ def ask_design() -> dict: print(f"Task #{len(tasks) + 1}") task = ask_task_details(agents) tasks.append(task) - make_task = inquirer.confirm(message="Create another task?") + make_task = questionary.confirm(message="Create another task?").ask() print('') for x in range(3): @@ -218,68 +216,80 @@ def ask_design() -> dict: def ask_tools() -> list: - use_tools = inquirer.confirm( - message="Do you want to add agent tools now? (you can do this later with `agentstack tools add `)", - ) + use_tools = questionary.confirm( + "Do you want to add agent tools now? (you can do this later with `agentstack tools add `)", + ).ask() if not use_tools: return [] tools_to_add = [] - - adding_tools = True tool_configs = get_all_tools() - while adding_tools: - tool_categories = [] - for tool_config in tool_configs: - if tool_config.category not in tool_categories: - tool_categories.append(tool_config.category) + while True: + tool_categories = list(set(t.category for t in tool_configs)) - tool_type = inquirer.list_input( - message="What category tool do you want to add?", + tool_type = questionary.select( + "What category tool do you want to add?", choices=tool_categories + ["~~ Stop adding tools ~~"], - ) - - tools_in_cat = [] - for tool_config in tool_configs: - if tool_config.category == tool_type: - tools_in_cat.append(tool_config) - - tool_selection = inquirer.list_input( - message="Select your tool", - choices=[f"{t.name} - {t.url}" for t in tools_in_cat if t not in tools_to_add], - ) - - tools_to_add.append(tool_selection.split(' - ')[0]) + use_indicator=True, + use_shortcuts=False, + use_jk_keys=False, + use_emacs_keys=False, + use_arrow_keys=True, + use_search_filter=True, + ).ask() + + if tool_type == "~~ Stop adding tools ~~": + break + + tools_in_cat = [t for t in tool_configs if t.category == tool_type] + + tool_selection = questionary.select( + "Select your tool", + choices=[ + Choice(f"{t.name} - {t.url}", disabled="Already added" if t in tools_to_add else None) + for t in tools_in_cat + ], + use_indicator=True, + use_shortcuts=False, + use_jk_keys=False, + use_emacs_keys=False, + use_arrow_keys=True, + use_search_filter=True, + ).ask() + + tool_name = tool_selection.split(' - ')[0] + tools_to_add.append(tool_name) log.info("Adding tools:") for t in tools_to_add: log.info(f' - {t}') log.info('') - adding_tools = inquirer.confirm("Add another tool?") + + if not questionary.confirm("Add another tool?").ask(): + break return tools_to_add def ask_project_details(slug_name: Optional[str] = None) -> dict: - name = inquirer.text(message="What's the name of your project (snake_case)", default=slug_name or '') + while True: + name = questionary.text("What's the name of your project (snake_case)", default=slug_name or '').ask() - if not is_snake_case(name): + if is_snake_case(name): + break log.error("Project name must be snake case") - return ask_project_details(slug_name) - - questions = inquirer.prompt( - [ - inquirer.Text("version", message="What's the initial version", default="0.1.0"), - inquirer.Text("description", message="Enter a description for your project"), - inquirer.Text("author", message="Who's the author (your name)?"), - ] - ) - questions['name'] = name + questions = [ + {'type': 'text', 'name': 'version', 'message': "What's the initial version", 'default': '0.1.0'}, + {'type': 'text', 'name': 'description', 'message': 'Enter a description for your project'}, + {'type': 'text', 'name': 'author', 'message': "Who's the author (your name)?"}, + ] - return questions + answers = questionary.prompt(questions) + answers['name'] = name + return answers def run_wizard(slug_name: str) -> TemplateConfig: diff --git a/agentstack/providers.py b/agentstack/providers.py index a232791d..eb98bdc8 100644 --- a/agentstack/providers.py +++ b/agentstack/providers.py @@ -14,51 +14,25 @@ 'ollama': 'ollama', } -# Fallback models if litellm.model_cost is empty or fails -# Perhaps useful for an offline mode for people with tons of storage and no internet -# Think: Government "quiet" rooms etc. -PREFERRED_MODELS = [ - 'groq/deepseek-r1-distill-llama-70b', - 'deepseek/deepseek-chat', - 'deepseek/deepseek-coder', - 'deepseek/deepseek-reasoner', - 'openai/gpt-4o', - 'anthropic/claude-3-5-sonnet', # this has the wrong name, fixed on my other branch. - 'openai/o1-preview', - 'openai/gpt-4-turbo', - 'anthropic/claude-3-opus', -] - @lru_cache(maxsize=1) def get_available_models() -> List[str]: """ Get list of available models in provider/model format. - Results are cached to avoid processing litellm.model_cost multiple times. - Falls back to PREFERRED_MODELS if no models found from litellm. + Results are cached to avoid processing multiple times. """ models = [] try: - for model_name in litellm.model_cost: - if ( - isinstance(model_name, tuple) - or not isinstance(model_name, str) - or not any(p in model_name.lower() for p in PROVIDER_ALIASES.values()) - ): - continue - - provider = next((p for p in PROVIDER_ALIASES.values() if p in model_name.lower()), None) + for provider, provider_models in litellm.models_by_provider.items(): + if provider in PROVIDER_ALIASES: + for model in provider_models: + models.append(f"{provider}/{model}") - if provider: - models.append(f"{provider}/{model_name}") except Exception: - # If anything goes wrong parsing litellm models, fall back to preferred models - pass - - # If no models found from litellm, use preferred models - if not models: - models = PREFERRED_MODELS.copy() + # since the models exist in the package, this should only throw + # in the case of a breaking change or bug in litellm. + raise Exception("Failed to parse models from litellm.") return sorted(models) @@ -74,26 +48,3 @@ def parse_provider_model(model_id: str) -> tuple[str, str]: return '/'.join(parts[:2]), parts[2] else: raise ValidationError(f"Model id '{model_id}' does not match expected format.") - - -def get_all_available_models() -> List[str]: - """Get complete list of available models without filtering to preferred ones""" - models = [] - - try: - for model_name in litellm.model_cost: - if ( - isinstance(model_name, tuple) - or not isinstance(model_name, str) - or not any(p in model_name.lower() for p in PROVIDER_ALIASES.values()) - ): - continue - - provider = next((p for p in PROVIDER_ALIASES.values() if p in model_name.lower()), None) - - if provider: - models.append(f"{provider}/{model_name}") - except Exception: - pass - - return sorted(models) if models else PREFERRED_MODELS.copy() diff --git a/agentstack/update.py b/agentstack/update.py index 2787e3d4..49265c69 100644 --- a/agentstack/update.py +++ b/agentstack/update.py @@ -1,11 +1,12 @@ import json -import os, sys +import os +import sys import time from pathlib import Path from packaging.version import parse as parse_version, Version -import inquirer +import questionary from agentstack import log -from agentstack.utils import term_color, get_version, get_framework, get_base_dir +from agentstack.utils import get_version, get_framework, get_base_dir from agentstack import packaging @@ -40,7 +41,7 @@ def get_latest_version(package: str) -> Version: f"{ENDPOINT_URL}/{package}/", headers={"Accept": "application/vnd.pypi.simple.v1+json"} ) if response.status_code != 200: - raise Exception(f"Failed to fetch package data from pypi.") + raise Exception("Failed to fetch package data from pypi.") data = response.json() return parse_version(data['versions'][-1]) @@ -110,9 +111,9 @@ def check_for_updates(update_requested: bool = False): installed_version: Version = parse_version(get_version(AGENTSTACK_PACKAGE)) if latest_version > installed_version: log.info('') # newline - if inquirer.confirm( + if questionary.confirm( f"New version of {AGENTSTACK_PACKAGE} available: {latest_version}! Do you want to install?" - ): + ).ask(): packaging.upgrade(f'{AGENTSTACK_PACKAGE}[{get_framework()}]') log.success(f"{AGENTSTACK_PACKAGE} updated. Re-run your command to use the latest version.") else: diff --git a/agentstack/utils.py b/agentstack/utils.py index cc2569ed..c04f82ad 100644 --- a/agentstack/utils.py +++ b/agentstack/utils.py @@ -7,18 +7,17 @@ from pathlib import Path import importlib.resources from agentstack import conf -from inquirer import errors as inquirer_errors from appdirs import user_data_dir def get_version(package: str = 'agentstack'): try: return version(package) - except (KeyError, FileNotFoundError) as e: + except (KeyError, FileNotFoundError): return "Unknown version" -def verify_agentstack_project(): +def verify_agentstack_project(return_config: bool = False): try: agentstack_config = conf.ConfigFile() except FileNotFoundError: @@ -27,6 +26,7 @@ def verify_agentstack_project(): "Please ensure you're at the root directory of your project and a file named agentstack.json exists.\n" "If you're starting a new project, run `agentstack init`." ) + return agentstack_config if return_config else True def get_package_path() -> Path: @@ -110,16 +110,6 @@ def is_snake_case(string: str): return bool(re.match('^[a-z0-9_]+$', string)) -def validator_not_empty(min_length=1): - def validator(_, answer): - if len(answer) < min_length: - raise inquirer_errors.ValidationError( - '', reason=f"This field must be at least {min_length} characters long." - ) - return True - - return validator - def get_base_dir(): """Try to get appropriate directory for storing update file""" try: @@ -131,4 +121,4 @@ def get_base_dir(): except (RuntimeError, OSError, PermissionError): # In CI or when directory is not writable, use temp directory base_dir = Path(os.getenv('TEMP', '/tmp')) - return base_dir \ No newline at end of file + return base_dir diff --git a/docs/llms.txt b/docs/llms.txt index e904cfa5..f4f6329c 100644 --- a/docs/llms.txt +++ b/docs/llms.txt @@ -791,7 +791,7 @@ The best place to engage in conversation about your contribution is in the Issue 1. `git clone https://github.com/AgentOps-AI/AgentStack.git` `cd AgentStack` -2. `uv pip install -e ".[dev,test]` +2. `uv pip install -e ".[dev,test]"` - This will install the CLI locally and in editable mode so you can use `agentstack ` to test your latest changes - Note that after you initialize a project, it will install it's own version of `agentstack` in the project's virtual environment. To use your local version, run `uv pip install -e "../AgentStack/.[]"` to get diff --git a/poetry.lock b/poetry.lock index 6f40dfe6..e0eef960 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,14 +1,241 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand. 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"shapely"] +dev = ["mypy", "pre-commit", "ruff"] +langgraph = ["langchain", "langgraph"] +llamaindex = ["llama-index-core"] +openai-swarm = ["agentstack-openai-swarm"] +test = ["tox"] + [metadata] -lock-version = "2.0" -python-versions = ">=3.8.1" -content-hash = "0511e167c6891bccca5b979d3c0a934126b09b377cb6c066a606f21a7efa97ca" +lock-version = "2.1" +python-versions = "<3.13,>=3.10" +content-hash = "b7650dc0b5b222562f088e3aacc87b549b11fe9157bab66d2baca7f0159d6dd8" diff --git a/pyproject.toml b/pyproject.toml index 5c9f2aa6..e36521cd 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -12,12 +12,11 @@ authors = [ ] license = { text = "MIT" } readme = "README.md" -requires-python = ">=3.10" +requires-python = "<3.13,>=3.10" dependencies = [ "agentops>=0.3.18", "typer>=0.12.5", - "inquirer>=3.4.0", "art>=6.3", "toml>=0.10.2", "ruamel.yaml.base>=0.3.2", @@ -33,6 +32,7 @@ dependencies = [ "uv>=0.5.6", "tomli>=2.2.1", "gitpython>=3.1.44", + "questionary>=2.0.1", ] [project.optional-dependencies] diff --git a/scripts/local_scripts/fetch_available_models.py b/scripts/local_scripts/fetch_available_models.py deleted file mode 100644 index c40104a1..00000000 --- a/scripts/local_scripts/fetch_available_models.py +++ /dev/null @@ -1,37 +0,0 @@ -from agentstack.providers import get_available_models, parse_provider_model - - -def main(): - print("\n=== Available LLM Models ===\n") - - # First fetch - will get from litellm or fallback to preferred models - print("Fetching available models...") - models = get_available_models() - print(f"Found {len(models)} models") - - print("\nAvailable models:") - for model in sorted(models): - print(f" - {model}") - - # Demonstrate caching - print("\nFetching models again...") - cached_models = get_available_models() - print(f"Used cached result: {models is cached_models}") - - # Show how model strings are parsed - print("\nExample model string parsing:") - examples = [ - "openai/gpt-4", - "anthropic/claude-3-opus", - "openrouter/anthropic/claude-3", - ] - - for model_id in examples: - provider, model = parse_provider_model(model_id) - print(f"\n{model_id}") - print(f" ├─ Provider: {provider}") - print(f" └─ Model: {model}") - - -if __name__ == "__main__": - main() diff --git a/tests/test_cli_init.py b/tests/test_cli_init.py index 1a753455..d2a6d331 100644 --- a/tests/test_cli_init.py +++ b/tests/test_cli_init.py @@ -1,5 +1,6 @@ -import os, sys +import os import unittest +from unittest.mock import patch from parameterized import parameterized from pathlib import Path import shutil @@ -8,21 +9,31 @@ from agentstack import frameworks from agentstack.cli import init_project from agentstack.templates import get_all_templates +from agentstack.exceptions import EnvironmentError BASE_PATH = Path(__file__).parent class CLIInitTest(unittest.TestCase): def setUp(self): + """Set up test fixtures.""" self.framework = os.getenv('TEST_FRAMEWORK') - self.project_dir = Path(BASE_PATH / 'tmp' / self.framework / 'test_cli_init') - os.chdir(BASE_PATH) # Change to parent directory first + # Create a unique directory for init tests + self.project_dir = BASE_PATH / 'tmp' / self.framework / 'cli_init' + # Clean up any existing directory first + shutil.rmtree(self.project_dir, ignore_errors=True) os.makedirs(self.project_dir, exist_ok=True) + # Store original directory to restore later + self.original_dir = os.getcwd() os.chdir(self.project_dir) # Force UTF-8 encoding for the test environment os.environ['PYTHONIOENCODING'] = 'utf-8' def tearDown(self): + """Clean up after tests.""" + # Restore original directory + os.chdir(self.original_dir) + # Clean up test directory shutil.rmtree(self.project_dir, ignore_errors=True) @parameterized.expand([(template.name,) for template in get_all_templates()]) @@ -38,7 +49,93 @@ def test_init_command_aliased_framework_empty_project(self, alias: str, framewor if framework != self.framework: self.skipTest(f"{alias} is not related to this framework") - init_project(slug_name='test_project', template='empty', framework=alias) - conf.set_path(self.project_dir / 'test_project') + # Use run_cli instead of calling init_project directly + result = run_cli('init', 'test_project', '--template', 'empty', '--framework', alias) + self.assertEqual(result.returncode, 0) + + # Then set the path and check the config + project_path = self.project_dir / 'test_project' + self.assertTrue(project_path.exists()) + conf.set_path(project_path) config = conf.ConfigFile() - assert config.framework == framework + self.assertEqual(config.framework, framework) + + def test_init_with_invalid_framework(self): + """Test initialization with an unsupported framework.""" + with self.assertRaises(Exception) as context: + init_project(slug_name='test_project', template='empty', framework='invalid_framework') + self.assertIn("not supported", str(context.exception)) + + @patch('agentstack.cli.init.packaging') + def test_init_without_uv(self, mock_packaging): + """Test initialization when uv is not installed.""" + mock_packaging.get_uv_bin.side_effect = ImportError() + + with self.assertRaises(EnvironmentError) as context: + init_project(slug_name='test_project') + self.assertIn("uv is not installed", str(context.exception)) + + def test_init_existing_directory(self): + """Test initialization when target directory already exists.""" + os.makedirs(self.project_dir / 'test_project', exist_ok=True) + + result = run_cli('init', 'test_project') + self.assertNotEqual(result.returncode, 0) # Should fail + self.assertIn("already exists", result.stderr) + + @patch('agentstack.cli.init.repo') + def test_init_in_existing_repo(self, mock_repo): + """Test initialization inside an existing git repository.""" + mock_repo.find_parent_repo.return_value = True + + result = run_cli('init', 'test_project', '--template', 'empty') + self.assertEqual(result.returncode, 0) + + project_path = self.project_dir / 'test_project' + conf.set_path(project_path) + config = conf.ConfigFile() + self.assertFalse(config.use_git) + + def test_init_with_template_and_wizard(self): + """Test that template and wizard flags cannot be used together.""" + with self.assertRaises(Exception) as context: + init_project(slug_name='test_project', template='empty', use_wizard=True) + self.assertIn("Template and wizard flags cannot be used together", str(context.exception)) + + @patch('agentstack.cli.init.questionary') + def test_prompt_slug_name_validation(self, mock_questionary): + """Test project name validation in prompt.""" + # Test invalid cases + invalid_names = ['Invalid-Name', 'invalid name', 'InvalidName'] + for name in invalid_names: + mock_questionary.text.return_value.ask.return_value = name + with self.assertRaises(Exception): + init_project() + + @patch('agentstack.cli.init.packaging') + @patch('agentstack.cli.init.conf.set_path') + def test_dependency_installation(self, mock_set_path, mock_packaging): + """Test that dependencies are properly installed.""" + # Clean up specific project directory + project_path = self.project_dir / 'test_project' + shutil.rmtree(project_path, ignore_errors=True) + + # Mock the conf.PATH to point to our test directory + with patch('agentstack.packaging.conf.PATH', project_path): + init_project(slug_name='test_project', template='empty') + + # Verify the mocks were called correctly + mock_set_path.assert_called_once() + mock_packaging.create_venv.assert_called_once() + mock_packaging.install_project.assert_called_once() + + def test_template_component_generation(self): + """Test that template components (agents, tasks, tools) are generated.""" + result = run_cli('init', 'test_project', '--template', 'research') + self.assertEqual(result.returncode, 0) + + project_path = self.project_dir / 'test_project' + self.assertTrue((project_path / 'src/config/agents.yaml').exists()) + self.assertTrue((project_path / 'src/config/tasks.yaml').exists()) + self.assertTrue((project_path / 'src/tools').exists()) + self.assertTrue((project_path / 'src/tools/__init__.py').exists()) diff --git a/tests/test_cli_tools.py b/tests/test_cli_tools.py index 34b262b0..af136f62 100644 --- a/tests/test_cli_tools.py +++ b/tests/test_cli_tools.py @@ -1,24 +1,24 @@ -import subprocess -import os, sys +import os import unittest from parameterized import parameterized from pathlib import Path import shutil from agentstack._tools import get_all_tool_names from cli_test_utils import run_cli -from agentstack.utils import validator_not_empty from agentstack.cli import get_validated_input -from unittest.mock import patch -from inquirer.errors import ValidationError +from unittest.mock import patch, MagicMock BASE_PATH = Path(__file__).parent TEMPLATE_NAME = "empty" + class CLIToolsTest(unittest.TestCase): def setUp(self): self.framework = os.getenv('TEST_FRAMEWORK') self.project_dir = BASE_PATH / 'tmp' / self.framework / 'cli_tools' + # Clean up any existing directory first + shutil.rmtree(self.project_dir, ignore_errors=True) os.makedirs(self.project_dir, exist_ok=True) os.chdir(self.project_dir) @@ -45,32 +45,48 @@ def test_add_tool(self, tool_name): def test_get_validated_input(self): """Test the get_validated_input function with various validation scenarios""" + # Create a mock Question object with ask() method + mock_question = MagicMock() + # Test basic input - with patch('inquirer.text', return_value='test_input'): + mock_question.ask.return_value = 'test_input' + with patch('questionary.text', return_value=mock_question): result = get_validated_input("Test message") self.assertEqual(result, 'test_input') # Test min length validation - valid input - with patch('inquirer.text', return_value='abc'): + mock_question.ask.return_value = 'abc' + with patch('questionary.text', return_value=mock_question): result = get_validated_input("Test message", min_length=3) self.assertEqual(result, 'abc') - # Test min length validation - invalid input should raise ValidationError - validator = validator_not_empty(3) - with self.assertRaises(ValidationError): - validator(None, 'ab') - - # Test snake_case validation - with patch('inquirer.text', return_value='test_case'): + # Test snake_case validation - valid input + mock_question.ask.return_value = 'test_case' + with patch('questionary.text', return_value=mock_question): result = get_validated_input("Test message", snake_case=True) self.assertEqual(result, 'test_case') + # Test custom validation function + def custom_validator(text): + if text == 'valid': + return True, '' + return False, 'Invalid input' + + mock_question.ask.return_value = 'valid' + with patch('questionary.text', return_value=mock_question): + result = get_validated_input("Test message", validate_func=custom_validator) + self.assertEqual(result, 'valid') + def test_create_tool_basic(self): """Test creating a new custom tool via CLI""" + # Clean up the specific project directory first + project_path = self.project_dir / "test_project" + shutil.rmtree(project_path, ignore_errors=True) + # Initialize a project first result = run_cli('init', "test_project", "--template", TEMPLATE_NAME) self.assertEqual(result.returncode, 0) - os.chdir(self.project_dir / "test_project") + os.chdir(project_path) # Create an agent to test with result = run_cli('generate', 'agent', 'test_agent', '--llm', 'openai/gpt-4') @@ -81,17 +97,21 @@ def test_create_tool_basic(self): self.assertEqual(result.returncode, 0) # Verify tool directory and files were created - tool_path = self.project_dir / "test_project" / 'src/tools/test_tool' + tool_path = project_path / 'src/tools/test_tool' self.assertTrue(tool_path.exists()) self.assertTrue((tool_path / '__init__.py').exists()) self.assertTrue((tool_path / 'config.json').exists()) def test_create_tool_with_agents(self): """Test creating a new custom tool with specific agents via CLI""" + # Clean up the specific project directory first + project_path = self.project_dir / "test_project" + shutil.rmtree(project_path, ignore_errors=True) + # Initialize project and create multiple agents result = run_cli('init', "test_project", "--template", TEMPLATE_NAME) self.assertEqual(result.returncode, 0) - os.chdir(self.project_dir / "test_project") + os.chdir(project_path) run_cli('generate', 'agent', 'agent1', '--llm', 'openai/gpt-4') run_cli('generate', 'agent', 'agent2', '--llm', 'openai/gpt-4') @@ -101,47 +121,66 @@ def test_create_tool_with_agents(self): self.assertEqual(result.returncode, 0) # Verify tool was created - tool_path = self.project_dir / "test_project" / 'src/tools/test_tool' + tool_path = project_path / 'src/tools/test_tool' self.assertTrue(tool_path.exists()) - def test_create_tool_existing(self): + @patch('agentstack.cli.init.packaging') + def test_create_tool_existing(self, mock_packaging): """Test creating a tool that already exists""" - # Initialize project + # Initialize project with mocked packaging + + # Clean up the specific project directory first + project_path = self.project_dir / "test_project" + shutil.rmtree(project_path, ignore_errors=True) + result = run_cli('init', "test_project", "--template", TEMPLATE_NAME) self.assertEqual(result.returncode, 0) - os.chdir(self.project_dir / "test_project") + + os.chdir(project_path) # Use the project_path variable for consistency # Create agent - run_cli('generate', 'agent', 'test_agent', '--llm', 'openai/gpt-4') + result = run_cli('generate', 'agent', 'test_agent', '--llm', 'openai/gpt-4') + self.assertEqual(result.returncode, 0) # Create tool first time result = run_cli('tools', 'new', 'test_tool') self.assertEqual(result.returncode, 0) - # Try to create same tool again + # Try to create same tool again - should fail result = run_cli('tools', 'new', 'test_tool') - self.assertNotEqual(result.returncode, 0) # Should fail + self.assertNotEqual(result.returncode, 0) self.assertIn("already exists", result.stderr) - def test_create_tool_invalid_name(self): + @patch('agentstack.cli.init.packaging') + def test_create_tool_invalid_name(self, mock_packaging): """Test creating a tool with invalid name formats""" - # Initialize project + # Clean up the specific project directory first + project_path = self.project_dir / "test_project" + shutil.rmtree(project_path, ignore_errors=True) + + # Initialize project with mocked packaging result = run_cli('init', "test_project", "--template", TEMPLATE_NAME) self.assertEqual(result.returncode, 0) + os.chdir(self.project_dir / "test_project") # Create agent - run_cli('generate', 'agent', 'test_agent', '--llm', 'openai/gpt-4') + result = run_cli('generate', 'agent', 'test_agent', '--llm', 'openai/gpt-4') + self.assertEqual(result.returncode, 0) # Test various invalid names - invalid_names = ['TestTool', 'test-tool', 'test tool'] + invalid_names = ['TestTool', 'test-tool', '"test tool"'] # Quote the space-containing name for name in invalid_names: result = run_cli('tools', 'new', name) self.assertNotEqual(result.returncode, 0) self.assertIn("must be snake_case", result.stderr) + # Also verify the tool wasn't actually created + tool_path = self.project_dir / "test_project" / 'src/tools' / name.replace('"', '') + self.assertFalse(tool_path.exists(), f"Tool directory was created for invalid name: {name}") + def test_create_tool_no_project(self): """Test creating a tool outside a project directory""" # Try to create tool without initializing project result = run_cli('tools', 'new', 'test_tool') - self.assertNotEqual(result.returncode, 0) \ No newline at end of file + self.assertNotEqual(result.returncode, 0) diff --git a/tests/test_cli_validation.py b/tests/test_cli_validation.py new file mode 100644 index 00000000..9ce4530a --- /dev/null +++ b/tests/test_cli_validation.py @@ -0,0 +1,112 @@ +from contextlib import contextmanager +from unittest.mock import MagicMock +from agentstack.cli.cli import get_validated_input +from unittest.mock import patch + + +@contextmanager +def mock_questionary_ask(return_value: str): + """Mock questionary.text().ask() to return a specific value""" + with patch('agentstack.cli.cli.questionary.text') as mock_text: + mock_text.return_value = MagicMock(ask=lambda: return_value) + yield mock_text + + +def test_get_validated_input_basic(): + with mock_questionary_ask("test_input"): + result = get_validated_input("Enter something:") + assert result == "test_input" + + +def test_get_validated_input_min_length(): + # First try with invalid input + with mock_questionary_ask("a") as mock_text: + get_validated_input("Enter something:", min_length=3) + # Verify the validation function returned an error message + validation_func = mock_text.call_args[1]['validate'] + assert validation_func("a") == "Input must be at least 3 characters long" + + # Then verify valid input works + with mock_questionary_ask("abc") as mock_text: + result = get_validated_input("Enter something:", min_length=3) + validation_func = mock_text.call_args[1]['validate'] + assert validation_func("abc") is True + assert result == "abc" + + +def test_get_validated_input_snake_case(): + with mock_questionary_ask("notSnakeCase") as mock_text: + get_validated_input("Enter something:", snake_case=True) + validation_func = mock_text.call_args[1]['validate'] + assert ( + validation_func("notSnakeCase") + == "Input must be in snake_case format (lowercase with underscores)" + ) + + with mock_questionary_ask("is_snake_case") as mock_text: + result = get_validated_input("Enter something:", snake_case=True) + validation_func = mock_text.call_args[1]['validate'] + assert validation_func("is_snake_case") is True + assert result == "is_snake_case" + + +def test_get_validated_input_custom_validation(): + def validate_no_numbers(text: str) -> tuple[bool, str]: + if any(char.isdigit() for char in text): + return False, "Input should not contain numbers" + return True, "" + + # Test invalid input + with mock_questionary_ask("test123") as mock_text: + get_validated_input("Enter something:", validate_func=validate_no_numbers) + validation_func = mock_text.call_args[1]['validate'] + assert validation_func("test123") == "Input should not contain numbers" + + # Test valid input + with mock_questionary_ask("test_input") as mock_text: + result = get_validated_input("Enter something:", validate_func=validate_no_numbers) + validation_func = mock_text.call_args[1]['validate'] + assert validation_func("test_input") is True + assert result == "test_input" + + +def test_get_validated_input_multiple_validations(): + def validate_has_number(text: str) -> tuple[bool, str]: + if not any(char.isdigit() for char in text): + return False, "Input must contain at least one number" + return True, "" + + # Test min_length validation + with mock_questionary_ask("test") as mock_text: + get_validated_input( + "Enter something:", min_length=5, snake_case=True, validate_func=validate_has_number + ) + validation_func = mock_text.call_args[1]['validate'] + assert validation_func("test") == "Input must be at least 5 characters long" + + # Test snake_case validation + with mock_questionary_ask("testInput") as mock_text: + get_validated_input( + "Enter something:", min_length=5, snake_case=True, validate_func=validate_has_number + ) + validation_func = mock_text.call_args[1]['validate'] + assert ( + validation_func("testInput") == "Input must be in snake_case format (lowercase with underscores)" + ) + + # Test custom validation + with mock_questionary_ask("test_input") as mock_text: + get_validated_input( + "Enter something:", min_length=5, snake_case=True, validate_func=validate_has_number + ) + validation_func = mock_text.call_args[1]['validate'] + assert validation_func("test_input") == "Input must contain at least one number" + + # Test valid input - use snake_case with number + with mock_questionary_ask("test_input_123") as mock_text: + result = get_validated_input( + "Enter something:", min_length=5, snake_case=True, validate_func=validate_has_number + ) + validation_func = mock_text.call_args[1]['validate'] + assert validation_func("test_input_123") is True + assert result == "test_input_123" diff --git a/tests/test_compile_llms.py b/tests/test_compile_llms.py index 1c15bebb..4f41b9f8 100644 --- a/tests/test_compile_llms.py +++ b/tests/test_compile_llms.py @@ -5,88 +5,89 @@ from pathlib import Path import sys + sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) from docs.compile_llms_txt import compile_llms_txt + class TestCompileLLMsTxt(unittest.TestCase): def setUp(self): self.original_cwd = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) - + # Create a temporary directory for test files self.test_dir = tempfile.mkdtemp() self.docs_dir = Path(self.test_dir) - + # Change to the temporary directory os.chdir(self.docs_dir) - + def tearDown(self): os.chdir(self.original_cwd) shutil.rmtree(self.test_dir) - + def create_test_mdx_file(self, path: str, content: str): """Helper to create test MDX files""" file_path = self.docs_dir / path file_path.parent.mkdir(parents=True, exist_ok=True) file_path.write_text(content) - + def test_basic_compilation(self): """Test basic MDX file compilation""" # Create test MDX files self.create_test_mdx_file("test1.mdx", "Test content 1") self.create_test_mdx_file("test2.mdx", "Test content 2") - - # Run compilation + compile_llms_txt() - + # Check output file exists and contains expected content output_path = self.docs_dir / "llms.txt" self.assertTrue(output_path.exists()) - + content = output_path.read_text() self.assertIn("## test1.mdx", content) self.assertIn("Test content 1", content) self.assertIn("## test2.mdx", content) self.assertIn("Test content 2", content) - + def test_excluded_directories(self): """Test that files in excluded directories are skipped""" # Create files in both regular and excluded directories - self.create_test_mdx_file("regular/file.mdx", "Regular content") - self.create_test_mdx_file("tool/file.mdx", "Tool content") - + self.create_test_mdx_file(f"regular{os.path.sep}file.mdx", "Regular content") + self.create_test_mdx_file(f"tool{os.path.sep}file.mdx", "Tool content") + compile_llms_txt() - + content = (self.docs_dir / "llms.txt").read_text() self.assertIn("Regular content", content) self.assertNotIn("Tool content", content) - + def test_excluded_files(self): """Test that excluded files are skipped""" self.create_test_mdx_file("regular.mdx", "Regular content") self.create_test_mdx_file("tool.mdx", "Tool content") - + compile_llms_txt() - + content = (self.docs_dir / "llms.txt").read_text() self.assertIn("Regular content", content) self.assertNotIn("Tool content", content) - + def test_nested_directories(self): """Test compilation from nested directory structure""" - self.create_test_mdx_file("dir1/test1.mdx", "Content 1") - self.create_test_mdx_file("dir1/dir2/test2.mdx", "Content 2") - + self.create_test_mdx_file(f"dir1{os.path.sep}test1.mdx", "Content 1") + self.create_test_mdx_file(f"dir1{os.path.sep}dir2{os.path.sep}test2.mdx", "Content 2") + compile_llms_txt() - + content = (self.docs_dir / "llms.txt").read_text() - self.assertIn("## dir1/test1.mdx", content) - self.assertIn("## dir1/dir2/test2.mdx", content) + self.assertIn(f"## dir1{os.path.sep}test1.mdx", content) + self.assertIn(f"## dir1{os.path.sep}dir2{os.path.sep}test2.mdx", content) self.assertIn("Content 1", content) self.assertIn("Content 2", content) - + def test_empty_directory(self): """Test compilation with no MDX files""" compile_llms_txt() - + content = (self.docs_dir / "llms.txt").read_text() - self.assertEqual(content, "") \ No newline at end of file + self.assertEqual(content, "") diff --git a/tests/test_frameworks.py b/tests/test_frameworks.py index 96d4edf8..d0d970ba 100644 --- a/tests/test_frameworks.py +++ b/tests/test_frameworks.py @@ -1,5 +1,4 @@ -from typing import Callable -import os, sys +import os from pathlib import Path import shutil import unittest @@ -20,8 +19,7 @@ class TestFrameworks(unittest.TestCase): def setUp(self): self.framework = os.getenv('TEST_FRAMEWORK') self.project_dir = BASE_PATH / 'tmp' / self.framework / 'test_frameworks' - - os.makedirs(self.project_dir) + os.makedirs(self.project_dir, exist_ok=True) os.chdir(self.project_dir) # importing the crewai module requires us to be in a working directory os.makedirs(self.project_dir / 'src') os.makedirs(self.project_dir / 'src' / 'config') @@ -34,7 +32,8 @@ def setUp(self): config.framework = self.framework def tearDown(self): - shutil.rmtree(self.project_dir) + if os.path.exists(self.project_dir): + shutil.rmtree(self.project_dir, ignore_errors=True) def _populate_min_entrypoint(self): """This entrypoint does not have any tools or agents.""" @@ -95,7 +94,7 @@ def test_validate_project_invalid(self): def test_validate_project_has_agent_no_task_invalid(self): self._populate_min_entrypoint() shutil.copy(BASE_PATH / 'fixtures/agents_max.yaml', self.project_dir / AGENTS_FILENAME) - + frameworks.add_agent(self._get_test_agent()) with self.assertRaises(ValidationError) as context: frameworks.validate_project() @@ -134,7 +133,7 @@ def test_validate_project_missing_task_method_invalid(self): Add your expected output here agent: >- default_agent""") - + with self.assertRaises(ValidationError) as context: frameworks.validate_project() diff --git a/tests/test_log.py b/tests/test_log.py index 25316f5f..e76464eb 100644 --- a/tests/test_log.py +++ b/tests/test_log.py @@ -1,11 +1,10 @@ import unittest -import os, sys +import os import io import logging import shutil from pathlib import Path from agentstack import log, conf -from agentstack.log import SUCCESS, NOTIFY BASE_PATH = Path(__file__).parent @@ -17,7 +16,7 @@ def setUp(self): self.test_dir.mkdir(parents=True, exist_ok=True) conf.set_path(self.test_dir) - self.test_log_file = (self.test_dir / log.LOG_FILENAME) + self.test_log_file = self.test_dir / log.LOG_FILENAME self.test_log_file.touch() # Create string IO objects to capture stdout/stderr @@ -30,7 +29,15 @@ def setUp(self): log.set_stderr(self.stderr) def tearDown(self): - shutil.rmtree(self.test_dir) + # Close all handlers before cleanup + logger = logging.getLogger('agentstack') + for handler in logger.handlers[:]: # [:] creates a copy of the list + handler.close() + logger.removeHandler(handler) + + # Now we can safely remove the directory + if os.path.exists(self.test_dir): + shutil.rmtree(self.test_dir, ignore_errors=True) def test_debug_message(self): log.debug("Debug message") diff --git a/tests/test_repo.py b/tests/test_repo.py index 2499654d..28badce6 100644 --- a/tests/test_repo.py +++ b/tests/test_repo.py @@ -1,4 +1,4 @@ -import os, sys +import os import shutil from pathlib import Path import unittest @@ -11,7 +11,6 @@ import git - BASE_PATH = Path(__file__).parent @@ -19,13 +18,17 @@ class TestRepo(unittest.TestCase): def setUp(self): self.framework = os.getenv('TEST_FRAMEWORK') self.test_dir = BASE_PATH / 'tmp' / self.framework / 'test_repo' - os.makedirs(self.test_dir) + os.makedirs(self.test_dir, exist_ok=True) os.chdir(self.test_dir) # gitpython needs a cwd - + conf.set_path(self.test_dir) def tearDown(self): - shutil.rmtree(self.test_dir) + # Make sure we're not in the directory we're trying to delete + os.chdir(BASE_PATH) + + if os.path.exists(self.test_dir): + shutil.rmtree(self.test_dir, ignore_errors=True) def test_init(self): repo.init(force_creation=True) @@ -41,8 +44,15 @@ def test_init(self): self.assertEqual(commits[0].message, f"{repo.INITIAL_COMMIT_MESSAGE}{repo.AUTOMATION_NOTE}") def test_init_parent_repo_exists(self): - os.makedirs(self.test_dir.parent / '.git') - + """Test that init doesn't create a new repo if parent has .git""" + # Clean up any existing .git directory first + parent_git = self.test_dir.parent / '.git' + if parent_git.exists(): + shutil.rmtree(parent_git) + + # Now create our test .git directory + os.makedirs(parent_git, exist_ok=True) + repo.init(force_creation=False) self.assertFalse((self.test_dir / '.git').is_dir()) @@ -126,30 +136,34 @@ def test_require_git_when_disabled(self, mock_should_track): def test_require_git_when_disabled_manually(self): # Disable git tracking repo.dont_track_changes() - + with self.assertRaises(repo.TrackingDisabledError): repo._require_git() - + # Reset _USE_GIT for other tests repo._USE_GIT = None - @parameterized.expand([ - ("apt", "/usr/bin/apt", "Hint: run `sudo apt install git`"), - ("brew", "/usr/local/bin/brew", "Hint: run `brew install git`"), - ("port", "/opt/local/bin/port", "Hint: run `sudo port install git`"), - ("none", None, ""), - ]) + @parameterized.expand( + [ + ("apt", "/usr/bin/apt", "Hint: run `sudo apt install git`"), + ("brew", "/usr/local/bin/brew", "Hint: run `brew install git`"), + ("port", "/opt/local/bin/port", "Hint: run `sudo port install git`"), + ("none", None, ""), + ] + ) @patch('agentstack.repo.should_track_changes', return_value=True) @patch('agentstack.repo.shutil.which') - def test_require_git_not_installed(self, name, package_manager_path, expected_hint, mock_which, mock_should_track): + def test_require_git_not_installed( + self, name, package_manager_path, expected_hint, mock_which, mock_should_track + ): mock_which.side_effect = lambda x: None if x != name else package_manager_path - + with self.assertRaises(EnvironmentError) as context: repo._require_git() - + error_message = str(context.exception) self.assertIn("git is not installed.", error_message) - + if expected_hint: self.assertIn(expected_hint, error_message) @@ -168,7 +182,7 @@ def test_transaction_context_manager(self): (self.test_dir / "test_file.txt").touch() transaction.add_message("Test message") - mock_commit.assert_called_once_with(f"Test message", ["test_file.txt"], automated=True) + mock_commit.assert_called_once_with("Test message", ["test_file.txt"], automated=True) def test_transaction_multiple_messages(self): repo.init(force_creation=True) @@ -182,7 +196,7 @@ def test_transaction_multiple_messages(self): transaction.add_message("Second message") mock_commit.assert_called_once_with( - f"First message, Second message", ["test_file.txt", "test_file_2.txt"], automated=True + "First message, Second message", ["test_file.txt", "test_file_2.txt"], automated=True ) def test_transaction_no_changes(self): @@ -242,20 +256,20 @@ def test_get_uncommitted_files_when_git_disabled(self): def test_commit_user_changes(self): repo.init(force_creation=True) - + # Create a new file test_file = self.test_dir / "user_file.txt" test_file.write_text("User content") - + # Commit user changes repo.commit_user_changes() - + # Check if the file was committed git_repo = git.Repo(self.test_dir) commits = list(git_repo.iter_commits()) - + self.assertEqual(len(commits), 2) # Initial commit + user changes commit self.assertEqual(commits[0].message, f"{repo.USER_CHANGES_COMMIT_MESSAGE}{repo.AUTOMATION_NOTE}") - + # Check if the file is no longer in uncommitted files self.assertNotIn("user_file.txt", repo.get_uncommitted_files()) diff --git a/tests/test_utils.py b/tests/test_utils.py index a938c41c..a65bbcaf 100644 --- a/tests/test_utils.py +++ b/tests/test_utils.py @@ -3,13 +3,7 @@ from pathlib import Path from unittest.mock import patch -from agentstack.utils import ( - clean_input, - is_snake_case, - validator_not_empty, - get_base_dir -) -from inquirer import errors as inquirer_errors +from agentstack.utils import clean_input, is_snake_case, get_base_dir class TestUtils(unittest.TestCase): @@ -28,23 +22,6 @@ def test_is_snake_case(self): assert not is_snake_case("hello-world") assert not is_snake_case("hello world") - def test_validator_not_empty(self): - validator = validator_not_empty(min_length=1) - - # Valid input should return True - self.assertTrue(validator(None, "test")) - self.assertTrue(validator(None, "a")) - - # Empty input should raise ValidationError - with self.assertRaises(inquirer_errors.ValidationError): - validator(None, "") - - # Test with larger min_length - validator = validator_not_empty(min_length=3) - self.assertTrue(validator(None, "test")) - with self.assertRaises(inquirer_errors.ValidationError): - validator(None, "ab") - @patch('agentstack.utils.user_data_dir') def test_get_base_dir_not_writable(self, mock_user_data_dir): """ @@ -69,4 +46,4 @@ def test_get_base_dir_writable(self, mock_user_data_dir): result = get_base_dir() self.assertIsInstance(result, Path) - self.assertTrue(result.is_absolute()) \ No newline at end of file + self.assertTrue(result.is_absolute()) From 067935ba3494a90656566f78943fc54e5c0c6d1f Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Sat, 22 Feb 2025 14:27:29 -0500 Subject: [PATCH 06/39] ensure tests all run on a windows machine --- tests/test_cli_init.py | 46 ++++++++++++---------------- tests/test_cli_tools.py | 63 ++++++++++++++++---------------------- tests/test_compile_llms.py | 9 +++--- tests/test_frameworks.py | 25 ++++++++------- tests/test_log.py | 8 +++-- tests/test_repo.py | 28 ++++++++--------- 6 files changed, 84 insertions(+), 95 deletions(-) diff --git a/tests/test_cli_init.py b/tests/test_cli_init.py index d2a6d331..0b779c66 100644 --- a/tests/test_cli_init.py +++ b/tests/test_cli_init.py @@ -16,24 +16,19 @@ class CLIInitTest(unittest.TestCase): def setUp(self): - """Set up test fixtures.""" self.framework = os.getenv('TEST_FRAMEWORK') - # Create a unique directory for init tests - self.project_dir = BASE_PATH / 'tmp' / self.framework / 'cli_init' - # Clean up any existing directory first - shutil.rmtree(self.project_dir, ignore_errors=True) + self.project_dir = BASE_PATH / 'tmp' / self.framework / 'test_repo' + os.chdir(str(BASE_PATH)) # Change directory before cleanup to avoid Windows file locks + + # Clean up any existing test directory + if self.project_dir.exists(): + shutil.rmtree(self.project_dir, ignore_errors=True) os.makedirs(self.project_dir, exist_ok=True) - # Store original directory to restore later - self.original_dir = os.getcwd() - os.chdir(self.project_dir) + os.chdir(self.project_dir) # gitpython needs a cwd # Force UTF-8 encoding for the test environment os.environ['PYTHONIOENCODING'] = 'utf-8' def tearDown(self): - """Clean up after tests.""" - # Restore original directory - os.chdir(self.original_dir) - # Clean up test directory shutil.rmtree(self.project_dir, ignore_errors=True) @parameterized.expand([(template.name,) for template in get_all_templates()]) @@ -49,14 +44,13 @@ def test_init_command_aliased_framework_empty_project(self, alias: str, framewor if framework != self.framework: self.skipTest(f"{alias} is not related to this framework") - # Use run_cli instead of calling init_project directly result = run_cli('init', 'test_project', '--template', 'empty', '--framework', alias) self.assertEqual(result.returncode, 0) # Then set the path and check the config - project_path = self.project_dir / 'test_project' - self.assertTrue(project_path.exists()) - conf.set_path(project_path) + project_dir = self.project_dir / 'test_project' + self.assertTrue(project_dir.exists()) + conf.set_path(project_dir) config = conf.ConfigFile() self.assertEqual(config.framework, framework) @@ -91,8 +85,8 @@ def test_init_in_existing_repo(self, mock_repo): result = run_cli('init', 'test_project', '--template', 'empty') self.assertEqual(result.returncode, 0) - project_path = self.project_dir / 'test_project' - conf.set_path(project_path) + project_dir = self.project_dir / 'test_project' + conf.set_path(project_dir) config = conf.ConfigFile() self.assertFalse(config.use_git) @@ -117,11 +111,11 @@ def test_prompt_slug_name_validation(self, mock_questionary): def test_dependency_installation(self, mock_set_path, mock_packaging): """Test that dependencies are properly installed.""" # Clean up specific project directory - project_path = self.project_dir / 'test_project' - shutil.rmtree(project_path, ignore_errors=True) + project_dir = self.project_dir / 'test_project' + shutil.rmtree(project_dir, ignore_errors=True) # Mock the conf.PATH to point to our test directory - with patch('agentstack.packaging.conf.PATH', project_path): + with patch('agentstack.packaging.conf.PATH', project_dir): init_project(slug_name='test_project', template='empty') # Verify the mocks were called correctly @@ -134,8 +128,8 @@ def test_template_component_generation(self): result = run_cli('init', 'test_project', '--template', 'research') self.assertEqual(result.returncode, 0) - project_path = self.project_dir / 'test_project' - self.assertTrue((project_path / 'src/config/agents.yaml').exists()) - self.assertTrue((project_path / 'src/config/tasks.yaml').exists()) - self.assertTrue((project_path / 'src/tools').exists()) - self.assertTrue((project_path / 'src/tools/__init__.py').exists()) + project_dir = self.project_dir / 'test_project' + self.assertTrue((project_dir / 'src/config/agents.yaml').exists()) + self.assertTrue((project_dir / 'src/config/tasks.yaml').exists()) + self.assertTrue((project_dir / 'src/tools').exists()) + self.assertTrue((project_dir / 'src/tools/__init__.py').exists()) diff --git a/tests/test_cli_tools.py b/tests/test_cli_tools.py index af136f62..a28a639a 100644 --- a/tests/test_cli_tools.py +++ b/tests/test_cli_tools.py @@ -16,14 +16,17 @@ class CLIToolsTest(unittest.TestCase): def setUp(self): self.framework = os.getenv('TEST_FRAMEWORK') - self.project_dir = BASE_PATH / 'tmp' / self.framework / 'cli_tools' - # Clean up any existing directory first - shutil.rmtree(self.project_dir, ignore_errors=True) - os.makedirs(self.project_dir, exist_ok=True) - os.chdir(self.project_dir) + self.project_path = BASE_PATH / 'tmp' / self.framework / 'test_repo' + os.chdir(str(BASE_PATH)) # Change directory before cleanup to avoid Windows file locks + + # Clean up any existing test directory + if self.project_path.exists(): + shutil.rmtree(self.project_path, ignore_errors=True) + os.makedirs(self.project_path, exist_ok=True) + os.chdir(self.project_path) # gitpython needs a cwd def tearDown(self): - shutil.rmtree(self.project_dir, ignore_errors=True) + shutil.rmtree(self.project_path, ignore_errors=True) @parameterized.expand([(x,) for x in get_all_tool_names()]) @unittest.skip("Dependency resolution issue") @@ -31,7 +34,7 @@ def test_add_tool(self, tool_name): """Test the adding every tool to a project.""" result = run_cli('init', f"{tool_name}_project", "--template", TEMPLATE_NAME) self.assertEqual(result.returncode, 0) - os.chdir(self.project_dir / f"{tool_name}_project") + os.chdir(self.project_path / f"{tool_name}_project") result = run_cli('generate', 'agent', 'test_agent', '--llm', 'opeenai/gpt-4o') self.assertEqual(result.returncode, 0) result = run_cli('generate', 'task', 'test_task') @@ -40,7 +43,7 @@ def test_add_tool(self, tool_name): result = run_cli('tools', 'add', tool_name) print(result.stdout) self.assertEqual(result.returncode, 0) - self.assertTrue(self.project_dir.exists()) + self.assertTrue(self.project_path.exists()) def test_get_validated_input(self): """Test the get_validated_input function with various validation scenarios""" @@ -79,14 +82,10 @@ def custom_validator(text): def test_create_tool_basic(self): """Test creating a new custom tool via CLI""" - # Clean up the specific project directory first - project_path = self.project_dir / "test_project" - shutil.rmtree(project_path, ignore_errors=True) - # Initialize a project first result = run_cli('init', "test_project", "--template", TEMPLATE_NAME) self.assertEqual(result.returncode, 0) - os.chdir(project_path) + os.chdir(self.project_path / "test_project") # Create an agent to test with result = run_cli('generate', 'agent', 'test_agent', '--llm', 'openai/gpt-4') @@ -97,21 +96,17 @@ def test_create_tool_basic(self): self.assertEqual(result.returncode, 0) # Verify tool directory and files were created - tool_path = project_path / 'src/tools/test_tool' + tool_path = self.project_path / "test_project" / 'src/tools/test_tool' self.assertTrue(tool_path.exists()) self.assertTrue((tool_path / '__init__.py').exists()) self.assertTrue((tool_path / 'config.json').exists()) def test_create_tool_with_agents(self): """Test creating a new custom tool with specific agents via CLI""" - # Clean up the specific project directory first - project_path = self.project_dir / "test_project" - shutil.rmtree(project_path, ignore_errors=True) - # Initialize project and create multiple agents result = run_cli('init', "test_project", "--template", TEMPLATE_NAME) self.assertEqual(result.returncode, 0) - os.chdir(project_path) + os.chdir(self.project_path / "test_project") run_cli('generate', 'agent', 'agent1', '--llm', 'openai/gpt-4') run_cli('generate', 'agent', 'agent2', '--llm', 'openai/gpt-4') @@ -120,34 +115,27 @@ def test_create_tool_with_agents(self): result = run_cli('tools', 'new', 'test_tool', '--agents', 'agent1') self.assertEqual(result.returncode, 0) - # Verify tool was created - tool_path = project_path / 'src/tools/test_tool' + # Verify tool was created (fix path) + tool_path = self.project_path / "test_project" / 'src/tools/test_tool' self.assertTrue(tool_path.exists()) @patch('agentstack.cli.init.packaging') def test_create_tool_existing(self, mock_packaging): """Test creating a tool that already exists""" - # Initialize project with mocked packaging - - # Clean up the specific project directory first - project_path = self.project_dir / "test_project" - shutil.rmtree(project_path, ignore_errors=True) - + # Initialize project result = run_cli('init', "test_project", "--template", TEMPLATE_NAME) self.assertEqual(result.returncode, 0) - - os.chdir(project_path) # Use the project_path variable for consistency + os.chdir(self.project_path / "test_project") # Create agent - result = run_cli('generate', 'agent', 'test_agent', '--llm', 'openai/gpt-4') - self.assertEqual(result.returncode, 0) + run_cli('generate', 'agent', 'test_agent', '--llm', 'openai/gpt-4') # Create tool first time result = run_cli('tools', 'new', 'test_tool') self.assertEqual(result.returncode, 0) - # Try to create same tool again - should fail - result = run_cli('tools', 'new', 'test_tool') + # Try to create same tool again + result = run_cli('tools', 'new', 'test_tool') # Should fail self.assertNotEqual(result.returncode, 0) self.assertIn("already exists", result.stderr) @@ -155,28 +143,29 @@ def test_create_tool_existing(self, mock_packaging): def test_create_tool_invalid_name(self, mock_packaging): """Test creating a tool with invalid name formats""" # Clean up the specific project directory first - project_path = self.project_dir / "test_project" + project_path = self.project_path / "test_project" shutil.rmtree(project_path, ignore_errors=True) # Initialize project with mocked packaging result = run_cli('init', "test_project", "--template", TEMPLATE_NAME) self.assertEqual(result.returncode, 0) - os.chdir(self.project_dir / "test_project") + os.chdir(self.project_path / "test_project") # Create agent result = run_cli('generate', 'agent', 'test_agent', '--llm', 'openai/gpt-4') self.assertEqual(result.returncode, 0) # Test various invalid names - invalid_names = ['TestTool', 'test-tool', '"test tool"'] # Quote the space-containing name + # Quote the space-containing name (for win) + invalid_names = ['TestTool', 'test-tool', '"test tool"'] for name in invalid_names: result = run_cli('tools', 'new', name) self.assertNotEqual(result.returncode, 0) self.assertIn("must be snake_case", result.stderr) # Also verify the tool wasn't actually created - tool_path = self.project_dir / "test_project" / 'src/tools' / name.replace('"', '') + tool_path = self.project_path / "test_project" / 'src/tools' / name.replace('"', '') self.assertFalse(tool_path.exists(), f"Tool directory was created for invalid name: {name}") def test_create_tool_no_project(self): diff --git a/tests/test_compile_llms.py b/tests/test_compile_llms.py index 4f41b9f8..35aa93eb 100644 --- a/tests/test_compile_llms.py +++ b/tests/test_compile_llms.py @@ -37,6 +37,7 @@ def test_basic_compilation(self): self.create_test_mdx_file("test1.mdx", "Test content 1") self.create_test_mdx_file("test2.mdx", "Test content 2") + # Run compilation compile_llms_txt() # Check output file exists and contains expected content @@ -52,8 +53,8 @@ def test_basic_compilation(self): def test_excluded_directories(self): """Test that files in excluded directories are skipped""" # Create files in both regular and excluded directories - self.create_test_mdx_file(f"regular{os.path.sep}file.mdx", "Regular content") - self.create_test_mdx_file(f"tool{os.path.sep}file.mdx", "Tool content") + self.create_test_mdx_file("regular/file.mdx", "Regular content") + self.create_test_mdx_file("tool/file.mdx", "Tool content") compile_llms_txt() @@ -74,8 +75,8 @@ def test_excluded_files(self): def test_nested_directories(self): """Test compilation from nested directory structure""" - self.create_test_mdx_file(f"dir1{os.path.sep}test1.mdx", "Content 1") - self.create_test_mdx_file(f"dir1{os.path.sep}dir2{os.path.sep}test2.mdx", "Content 2") + self.create_test_mdx_file("dir1/test1.mdx", "Content 1") + self.create_test_mdx_file("dir1/dir2/test2.mdx", "Content 2") compile_llms_txt() diff --git a/tests/test_frameworks.py b/tests/test_frameworks.py index d0d970ba..9872fff1 100644 --- a/tests/test_frameworks.py +++ b/tests/test_frameworks.py @@ -19,10 +19,12 @@ class TestFrameworks(unittest.TestCase): def setUp(self): self.framework = os.getenv('TEST_FRAMEWORK') self.project_dir = BASE_PATH / 'tmp' / self.framework / 'test_frameworks' + + # Clean up and recreate test directory os.makedirs(self.project_dir, exist_ok=True) os.chdir(self.project_dir) # importing the crewai module requires us to be in a working directory - os.makedirs(self.project_dir / 'src') - os.makedirs(self.project_dir / 'src' / 'config') + os.makedirs(self.project_dir / 'src', exist_ok=True) + os.makedirs(self.project_dir / 'src' / 'config', exist_ok=True) (self.project_dir / 'src' / '__init__.py').touch() @@ -32,8 +34,9 @@ def setUp(self): config.framework = self.framework def tearDown(self): - if os.path.exists(self.project_dir): - shutil.rmtree(self.project_dir, ignore_errors=True) + # Change directory before cleanup to avoid Windows file locks + os.chdir(str(BASE_PATH)) + shutil.rmtree(self.project_dir, ignore_errors=True) def _populate_min_entrypoint(self): """This entrypoint does not have any tools or agents.""" @@ -79,7 +82,7 @@ def test_framework_module_implements_protocol(self): assert hasattr(module, method_name), f"Method {method_name} not implemented in {self.framework}" def test_get_framework_module_invalid(self): - with self.assertRaises(Exception) as context: + with self.assertRaises(Exception): frameworks.get_framework_module('invalid') def test_validate_project(self): @@ -88,7 +91,7 @@ def test_validate_project(self): def test_validate_project_invalid(self): self._populate_min_entrypoint() - with self.assertRaises(ValidationError) as context: + with self.assertRaises(ValidationError): frameworks.validate_project() def test_validate_project_has_agent_no_task_invalid(self): @@ -96,13 +99,13 @@ def test_validate_project_has_agent_no_task_invalid(self): shutil.copy(BASE_PATH / 'fixtures/agents_max.yaml', self.project_dir / AGENTS_FILENAME) frameworks.add_agent(self._get_test_agent()) - with self.assertRaises(ValidationError) as context: + with self.assertRaises(ValidationError): frameworks.validate_project() def test_validate_project_has_task_no_agent_invalid(self): self._populate_min_entrypoint() frameworks.add_task(self._get_test_task()) - with self.assertRaises(ValidationError) as context: + with self.assertRaises(ValidationError): frameworks.validate_project() def test_validate_project_missing_agent_method_invalid(self): @@ -118,7 +121,7 @@ def test_validate_project_missing_agent_method_invalid(self): backstory: >- this is a backstory llm: openai/gpt-4o""") - with self.assertRaises(ValidationError) as context: + with self.assertRaises(ValidationError): frameworks.validate_project() def test_validate_project_missing_task_method_invalid(self): @@ -134,7 +137,7 @@ def test_validate_project_missing_task_method_invalid(self): agent: >- default_agent""") - with self.assertRaises(ValidationError) as context: + with self.assertRaises(ValidationError): frameworks.validate_project() def test_get_agent_tool_names(self): @@ -160,7 +163,7 @@ def test_add_tool_duplicate(self): def test_add_tool_invalid(self): self._populate_min_entrypoint() - with self.assertRaises(ValidationError) as context: + with self.assertRaises(ValidationError): frameworks.add_tool(self._get_test_tool(), 'agent_name') def test_remove_tool(self): diff --git a/tests/test_log.py b/tests/test_log.py index e76464eb..48c9c437 100644 --- a/tests/test_log.py +++ b/tests/test_log.py @@ -35,9 +35,11 @@ def tearDown(self): handler.close() logger.removeHandler(handler) - # Now we can safely remove the directory - if os.path.exists(self.test_dir): - shutil.rmtree(self.test_dir, ignore_errors=True) + # reset log -> change dir -> remove dir + log.instance = None + os.chdir(str(BASE_PATH)) + if self.test_dir.exists(): + shutil.rmtree(self.test_dir) def test_debug_message(self): log.debug("Debug message") diff --git a/tests/test_repo.py b/tests/test_repo.py index 28badce6..29ed3e95 100644 --- a/tests/test_repo.py +++ b/tests/test_repo.py @@ -18,16 +18,24 @@ class TestRepo(unittest.TestCase): def setUp(self): self.framework = os.getenv('TEST_FRAMEWORK') self.test_dir = BASE_PATH / 'tmp' / self.framework / 'test_repo' + os.chdir(str(BASE_PATH)) # Change directory before cleanup to avoid Windows file locks os.makedirs(self.test_dir, exist_ok=True) os.chdir(self.test_dir) # gitpython needs a cwd - conf.set_path(self.test_dir) def tearDown(self): - # Make sure we're not in the directory we're trying to delete - os.chdir(BASE_PATH) - - if os.path.exists(self.test_dir): + # Close any open git repo before cleanup + try: + git_repo = git.Repo(self.test_dir) + git_repo.close() + except (git.exc.InvalidGitRepositoryError, git.exc.NoSuchPathError): + pass + + # Change directory out before removing + os.chdir(str(BASE_PATH)) + + # Remove the test directory + if self.test_dir.exists(): shutil.rmtree(self.test_dir, ignore_errors=True) def test_init(self): @@ -44,15 +52,7 @@ def test_init(self): self.assertEqual(commits[0].message, f"{repo.INITIAL_COMMIT_MESSAGE}{repo.AUTOMATION_NOTE}") def test_init_parent_repo_exists(self): - """Test that init doesn't create a new repo if parent has .git""" - # Clean up any existing .git directory first - parent_git = self.test_dir.parent / '.git' - if parent_git.exists(): - shutil.rmtree(parent_git) - - # Now create our test .git directory - os.makedirs(parent_git, exist_ok=True) - + os.makedirs(self.test_dir.parent / '.git', exist_ok=True) repo.init(force_creation=False) self.assertFalse((self.test_dir / '.git').is_dir()) From 54c106eafaf68df90c47081d762b24cd1674102b Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Sat, 22 Feb 2025 14:35:03 -0500 Subject: [PATCH 07/39] add caveat to all models, remove limiting providers to the ones I picked arbitrarily --- agentstack/cli/cli.py | 2 +- agentstack/providers.py | 16 ++-------------- 2 files changed, 3 insertions(+), 15 deletions(-) diff --git a/agentstack/cli/cli.py b/agentstack/cli/cli.py index da0ab105..d31d6855 100644 --- a/agentstack/cli/cli.py +++ b/agentstack/cli/cli.py @@ -119,7 +119,7 @@ def configure_default_model(): available_models = get_available_models() model_choice = questionary.select( - "Select from all available models:", + "Select from all available models (some may not yet be supported by AgentStack):", choices=available_models, use_indicator=True, use_shortcuts=False, diff --git a/agentstack/providers.py b/agentstack/providers.py index eb98bdc8..a9b324d9 100644 --- a/agentstack/providers.py +++ b/agentstack/providers.py @@ -3,17 +3,6 @@ from typing import List from functools import lru_cache -PROVIDER_ALIASES = { - 'openai': 'openai', - 'anthropic': 'anthropic', - 'groq': 'groq', - 'deepseek': 'deepseek', - 'mistral': 'mistral', - 'google': 'google', - 'huggingface': 'huggingface', - 'ollama': 'ollama', -} - @lru_cache(maxsize=1) def get_available_models() -> List[str]: @@ -25,9 +14,8 @@ def get_available_models() -> List[str]: try: for provider, provider_models in litellm.models_by_provider.items(): - if provider in PROVIDER_ALIASES: - for model in provider_models: - models.append(f"{provider}/{model}") + for model in provider_models: + models.append(f"{provider}/{model}") except Exception: # since the models exist in the package, this should only throw From 574d8d7b76cd8fc3ea340a84c3f9cf364c5dcc4c Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Sat, 22 Feb 2025 14:44:24 -0500 Subject: [PATCH 08/39] smaller fix for undoing the awkward assign but dont use --- agentstack/utils.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/agentstack/utils.py b/agentstack/utils.py index c04f82ad..d4556892 100644 --- a/agentstack/utils.py +++ b/agentstack/utils.py @@ -17,16 +17,15 @@ def get_version(package: str = 'agentstack'): return "Unknown version" -def verify_agentstack_project(return_config: bool = False): +def verify_agentstack_project(): try: - agentstack_config = conf.ConfigFile() + conf.ConfigFile() except FileNotFoundError: raise Exception( "This does not appear to be an AgentStack project.\n" "Please ensure you're at the root directory of your project and a file named agentstack.json exists.\n" "If you're starting a new project, run `agentstack init`." ) - return agentstack_config if return_config else True def get_package_path() -> Path: From fc8495613ddf36e74992f3cdc9d903f60f24e990 Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Sat, 22 Feb 2025 15:00:27 -0500 Subject: [PATCH 09/39] remove changes to run, though there is an unused import --- agentstack/cli/run.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/agentstack/cli/run.py b/agentstack/cli/run.py index 1706add7..3e142b19 100644 --- a/agentstack/cli/run.py +++ b/agentstack/cli/run.py @@ -10,7 +10,7 @@ from agentstack.exceptions import ValidationError from agentstack import inputs from agentstack import frameworks -from agentstack.utils import verify_agentstack_project +from agentstack.utils import get_framework, verify_agentstack_project MAIN_FILENAME: Path = Path("src/main.py") MAIN_MODULE_NAME = "main" @@ -98,7 +98,7 @@ def run_project(command: str = 'run', cli_args: Optional[List[str]] = None): """Validate that the project is ready to run and then run it.""" conf.assert_project() verify_agentstack_project() - + if conf.get_framework() not in frameworks.SUPPORTED_FRAMEWORKS: raise ValidationError(f"Framework {conf.get_framework()} is not supported by agentstack.") @@ -124,7 +124,7 @@ def run_project(command: str = 'run', cli_args: Optional[List[str]] = None): log.notify("Running your agent...") project_main = _import_project_module(conf.PATH) main = getattr(project_main, command) - + # handle both async and sync entrypoints if asyncio.iscoroutinefunction(main): asyncio.run(main()) From 7b953d0f800b4db27d4b99dafd5ef01499ac4f88 Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Sat, 22 Feb 2025 15:10:24 -0500 Subject: [PATCH 10/39] pull some formatting changes --- agentstack/cli/tools.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/agentstack/cli/tools.py b/agentstack/cli/tools.py index 0d7b30fe..d51e7d82 100644 --- a/agentstack/cli/tools.py +++ b/agentstack/cli/tools.py @@ -14,10 +14,11 @@ def list_tools(): """ List all available tools by category. """ - tools = [t for t in get_all_tools() if t is not None] + tools = [t for t in get_all_tools() if t is not None] # Filter out None values categories = {} custom_tools = [] + # Group tools by category for tool in tools: if tool.category == 'custom': custom_tools.append(tool) @@ -27,14 +28,15 @@ def list_tools(): categories[tool.category].append(tool) print("\n\nAvailable AgentStack Tools:") - + # Display tools by category for category in sorted(categories.keys()): print(f"\n{category}:") for tool in categories[category]: print(" - ", end='') print(term_color(f"{tool.name}", 'blue'), end='') print(f": {tool.url if tool.url else 'AgentStack default tool'}") - + + # Display custom tools if any exist if custom_tools: print("\nCustom Tools:") for tool in custom_tools: @@ -60,7 +62,7 @@ def add_tool(tool_name: Optional[str], agents=Optional[list[str]]): conf.assert_project() all_tool_names = get_all_tool_names() - if tool_name and tool_name not in all_tool_names: + if tool_name and not tool_name in all_tool_names: # tool was provided, but not found. make a suggestion. suggestions = get_close_matches(tool_name, all_tool_names, n=1) message = f"Tool '{tool_name}' not found." @@ -70,6 +72,7 @@ def add_tool(tool_name: Optional[str], agents=Optional[list[str]]): return if not tool_name: + # Get all available tools including custom ones available_tools = [t for t in get_all_tools() if t is not None] tool_name = questionary.select( @@ -118,6 +121,7 @@ def create_tool(tool_name: str, agents=Optional[list[str]]): if not is_snake_case(tool_name): raise Exception("Invalid tool name: must be snake_case") + # Check if tool already exists user_tools_dir = Path('src/tools').resolve() tool_path = conf.PATH / user_tools_dir / tool_name if tool_path.exists(): From 9ada5cb8fd478b52f8ba7a7640d6d686bb8b9372 Mon Sep 17 00:00:00 2001 From: Andrew Bogle Date: Sun, 23 Feb 2025 10:48:55 -0500 Subject: [PATCH 11/39] add defaulting functionality to questionary implementation --- agentstack/cli/cli.py | 3 ++ agentstack/cli/wizard.py | 61 +++++++++++++++------------------------- 2 files changed, 25 insertions(+), 39 deletions(-) diff --git a/agentstack/cli/cli.py b/agentstack/cli/cli.py index d31d6855..a3bd2bdd 100644 --- a/agentstack/cli/cli.py +++ b/agentstack/cli/cli.py @@ -23,6 +23,7 @@ def get_validated_input( message: str, + default: Optional[str] = None, validate_func=None, min_length: int = 0, snake_case: bool = False, @@ -34,6 +35,7 @@ def get_validated_input( validate_func: Optional custom validation function that returns (bool, str) min_length: Minimum length requirement (0 for no requirement) snake_case: Whether to enforce snake_case naming + if no validators are provided the default validation applies """ while True: @@ -53,6 +55,7 @@ def validate(text: str) -> str | bool: value = questionary.text( message, + default=default, validate=validate if validate_func or min_length or snake_case else None, ).ask() diff --git a/agentstack/cli/wizard.py b/agentstack/cli/wizard.py index 3130442f..1068ce26 100644 --- a/agentstack/cli/wizard.py +++ b/agentstack/cli/wizard.py @@ -7,7 +7,6 @@ from agentstack import log from agentstack.cli.cli import PREFERRED_MODELS, get_validated_input from agentstack.frameworks import SUPPORTED_FRAMEWORKS -from agentstack.utils import is_snake_case from agentstack.cli import welcome_message from agentstack._tools import get_all_tools from agentstack.templates import TemplateConfig @@ -80,15 +79,15 @@ def ask_framework() -> str: def ask_agent_details(): agent = {} - agent['name'] = get_validated_input("What's the name of this agent?", min_length=3, snake_case=True) + agent['name'] = get_validated_input( + "What's the name of this agent?", min_length=3, snake_case=True, default='agent_007' + ) - agent['role'] = get_validated_input("What role does this agent have?", min_length=3) + agent['role'] = get_validated_input("What role does this agent have?", min_length=3, default='') - agent['goal'] = get_validated_input("What is the goal of the agent?", min_length=10) + agent['goal'] = get_validated_input("What is the goal of the agent?", min_length=10, default='') - agent['backstory'] = questionary.text( - "Give your agent a backstory", validate=lambda text: len(text) >= 10 - ).ask() + agent['backstory'] = get_validated_input("Give your agent a backstory", min_length=10, default='') # Mirrors the logic for the default model selection in the CLI # First question - show preferred models + "Other" option @@ -120,30 +119,21 @@ def ask_agent_details(): use_search_filter=True, ).ask() + agent['model'] = model_choice return agent def ask_task_details(agents: list[dict]) -> dict: task = {} - - while True: - name = questionary.text( - "What's the name of this task? (snake_case)", - validate=lambda text: len(text) >= 3 and is_snake_case(text), - ).ask() - if name: - break - task['name'] = name - - task['description'] = questionary.text( - "Describe the task in more detail", validate=lambda text: len(text) >= 10 - ).ask() - - task['expected_output'] = questionary.text( + task['name'] = get_validated_input( + "What's the name of this task? (snake_case)", min_length=3, snake_case=True, default='' + ) + task['description'] = get_validated_input("Describe the task in more detail", min_length=10, default='') + task['expected_output'] = get_validated_input( "What do you expect the result to look like? (ex: A 5 bullet point summary of the email)", - validate=lambda text: len(text) >= 10, - ).ask() - + min_length=10, + default='', + ) task['agent'] = questionary.select( "Which agent should be assigned this task?", choices=[a['name'] for a in agents], @@ -274,21 +264,14 @@ def ask_tools() -> list: def ask_project_details(slug_name: Optional[str] = None) -> dict: - while True: - name = questionary.text("What's the name of your project (snake_case)", default=slug_name or '').ask() - - if is_snake_case(name): - break - log.error("Project name must be snake case") - - questions = [ - {'type': 'text', 'name': 'version', 'message': "What's the initial version", 'default': '0.1.0'}, - {'type': 'text', 'name': 'description', 'message': 'Enter a description for your project'}, - {'type': 'text', 'name': 'author', 'message': "Who's the author (your name)?"}, - ] + answers = {} + answers['name'] = get_validated_input( + "What's the name of your project (snake_case)", default=slug_name or '', snake_case=True + ) + answers['version'] = get_validated_input("What's the initial version", default='0.1.0') + answers['description'] = get_validated_input("Enter a description for your project", default='') + answers['author'] = get_validated_input("Who's the author (your name)?", default='') - answers = questionary.prompt(questions) - answers['name'] = name return answers From c7cfb9b1ef276c774f3a1f29a8c5e041e9d062bd Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Thu, 27 Feb 2025 15:14:29 -0800 Subject: [PATCH 12/39] Rename AgentQL tool --- agentstack/_tools/agentql/__init__.py | 28 +++++++++++++-------------- agentstack/_tools/agentql/config.json | 2 +- 2 files changed, 15 insertions(+), 15 deletions(-) diff --git a/agentstack/_tools/agentql/__init__.py b/agentstack/_tools/agentql/__init__.py index 469fcfcf..3b46d02e 100644 --- a/agentstack/_tools/agentql/__init__.py +++ b/agentstack/_tools/agentql/__init__.py @@ -8,7 +8,8 @@ API_KEY = os.getenv("AGENTQL_API_KEY") -def query_data(url: str, query: Optional[str], prompt: Optional[str]) -> dict: + +def extract_data(url: str, query: Optional[str], prompt: Optional[str]) -> dict: """ url: url of website to scrape query: described below @@ -44,37 +45,36 @@ def query_data(url: str, query: Optional[str], prompt: Optional[str]) -> dict: } ``` """ - payload = { - "url": url, - "query": query, - "prompt": prompt - } + payload = {"url": url, "query": query, "prompt": prompt} - headers = { - "X-API-Key": f"{API_KEY}", - "Content-Type": "application/json" - } + headers = {"X-API-Key": f"{API_KEY}", "Content-Type": "application/json"} try: response = httpx.post( QUERY_DATA_ENDPOINT, headers=headers, json=payload, - timeout=API_TIMEOUT_SECONDS + timeout=API_TIMEOUT_SECONDS, ) response.raise_for_status() except httpx.HTTPStatusError as e: response = e.response if response.status_code in [401, 403]: - raise ValueError("Please, provide a valid API Key. You can create one at https://dev.agentql.com.") from e + raise ValueError( + "Please, provide a valid API Key. You can create one at https://dev.agentql.com." + ) from e else: try: error_json = response.json() - msg = error_json["error_info"] if "error_info" in error_json else error_json["detail"] + msg = ( + error_json["error_info"] + if "error_info" in error_json + else error_json["detail"] + ) except (ValueError, TypeError): msg = f"HTTP {e}." raise ValueError(msg) from e else: json = response.json() - return json["data"] \ No newline at end of file + return json["data"] diff --git a/agentstack/_tools/agentql/config.json b/agentstack/_tools/agentql/config.json index 154be031..b16b5ed3 100644 --- a/agentstack/_tools/agentql/config.json +++ b/agentstack/_tools/agentql/config.json @@ -6,6 +6,6 @@ "env": { "AGENTQL_API_KEY": "..." }, - "tools": ["query_data"], + "tools": ["extract_data"], "cta": "Create your AgentQL API key at https://dev.agentql.com" } From aaf3200dd971c1c96715648b4a12f20d9d82420e Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Tue, 4 Mar 2025 14:53:40 -0800 Subject: [PATCH 13/39] Update text --- docs/tools/tool/agentql.mdx | 23 ++++++++++++----------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/docs/tools/tool/agentql.mdx b/docs/tools/tool/agentql.mdx index f023dc05..1ad552e8 100644 --- a/docs/tools/tool/agentql.mdx +++ b/docs/tools/tool/agentql.mdx @@ -4,14 +4,15 @@ description: Precise web data extraction for agents icon: browser --- -AgentQL Web Loader is a tool that Scrape a url with a given AgentQL query or a natural language description of the data you want to scrape. +AgentQL Web Loader is a tool that scrapes a URL with a given AgentQL query or a Natural Language description of the data you want to scrape. Create your own AgentQL API key [here](https://dev.agentql.com). ## Description -AgentQL Web Loader is powered by AgentQL, an AI-powered query language for scraping web sites and automating workflows. -If you want to extract data in a precise format, use AgentQL natural language queries under the `query` field to pinpoint data on any web page, including authenticated and dynamically generated content. + +AgentQL Web Loader is powered by AgentQL, an AI-powered query language for scraping web sites and automating workflows. +If you want to extract data in a precise format, use [AgentQL query language](https://docs.agentql.com/agentql-query) under the `query` field to pinpoint data on any web page, including authenticated and dynamically generated content. Users can define structured data output and apply transforms within queries. -You could also directly describe the data you want to extract under the `prompt` field to let AgentQL Web Loader automatically generate the format and data. +You could also directly describe the data you want to extract under the `prompt` field to let AgentQL Web Loader automatically generate the format and data. ## Installation @@ -19,7 +20,7 @@ You could also directly describe the data you want to extract under the `prompt` agentstack tools add agentql ``` -Set the environment variable +Set the environment variable in your project's `.env` file. ```env AGENTQL_API_KEY=... @@ -29,10 +30,10 @@ AGENTQL_API_KEY=... The following parameters can be used to customize the `AgentQL Web Loader`'s behavior: -| Argument | Type | Description | -|:---------------|:---------|:-------------------------------------------------------------------------------------------------------------------------------------| -| **url** | `string` | Url of the website to scrape from. | -| **query** | `string` | _Optional_. AgentQL query to scrape the url. Please visit [AgentQL Query Language Introduction](https://docs.agentql.com/agentql-query) for more information. | -| **prompt** | `string` | _Optional_. Natural language description of the data you want to scrape. Either `query` or `prompt` is required. | +| Argument | Type | Description | +| :--------- | :------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| **url** | `string` | URL of the website to scrape from. | +| **query** | `string` | _Optional_. AgentQL query to scrape the URL. Please visit [AgentQL Query Language Introduction](https://docs.agentql.com/agentql-query) for more information. | +| **prompt** | `string` | _Optional_. Natural Language description of the data you want to scrape. Either `query` or `prompt` is required. | -If you want to hack our tool, feel free to do so by modifying `src/tools/agentql_tool.py` and reference our documentation for [AgentQL REST API](https://docs.agentql.com/rest-api/api-reference). \ No newline at end of file +If you want to hack our tool, feel free to do so by modifying `src/tools/agentql_tool.py` and reference our documentation for [AgentQL REST API](https://docs.agentql.com/rest-api/api-reference). From 558fa55851a742a679638015be810357e9946469 Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Tue, 4 Mar 2025 14:53:59 -0800 Subject: [PATCH 14/39] Add examples --- docs/tools/tool/agentql.mdx | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/docs/tools/tool/agentql.mdx b/docs/tools/tool/agentql.mdx index 1ad552e8..f5a03894 100644 --- a/docs/tools/tool/agentql.mdx +++ b/docs/tools/tool/agentql.mdx @@ -37,3 +37,8 @@ The following parameters can be used to customize the `AgentQL Web Loader`'s beh | **prompt** | `string` | _Optional_. Natural Language description of the data you want to scrape. Either `query` or `prompt` is required. | If you want to hack our tool, feel free to do so by modifying `src/tools/agentql_tool.py` and reference our documentation for [AgentQL REST API](https://docs.agentql.com/rest-api/api-reference). + +## Examples + +- [Research Assistant](https://github.com/AgentOps-AI/AgentStack/tree/main/examples/research_assistant) +- [Sentiment Analyzer](https://github.com/AgentOps-AI/AgentStack/tree/main/examples/sentiment_analyser) From 9989edb6711c608854cd2b752244e8605661d6a4 Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Thu, 6 Mar 2025 16:59:56 -0800 Subject: [PATCH 15/39] Add market monitoring example --- examples/market_monitoring/.env.example | 5 + examples/market_monitoring/.gitignore | 166 ++++++++++++++++++ examples/market_monitoring/LICENSE.md | 10 ++ examples/market_monitoring/README.md | 46 +++++ examples/market_monitoring/agentstack.json | 11 ++ examples/market_monitoring/pyproject.toml | 13 ++ examples/market_monitoring/src/__init__.py | 0 .../market_monitoring/src/config/agents.yaml | 16 ++ .../market_monitoring/src/config/inputs.yaml | 1 + .../market_monitoring/src/config/tasks.yaml | 16 ++ examples/market_monitoring/src/crew.py | 48 +++++ examples/market_monitoring/src/main.py | 57 ++++++ .../market_monitoring/src/tools/__init__.py | 2 + 13 files changed, 391 insertions(+) create mode 100644 examples/market_monitoring/.env.example create mode 100644 examples/market_monitoring/.gitignore create mode 100644 examples/market_monitoring/LICENSE.md create mode 100644 examples/market_monitoring/README.md create mode 100644 examples/market_monitoring/agentstack.json create mode 100644 examples/market_monitoring/pyproject.toml create mode 100644 examples/market_monitoring/src/__init__.py create mode 100644 examples/market_monitoring/src/config/agents.yaml create mode 100644 examples/market_monitoring/src/config/inputs.yaml create mode 100644 examples/market_monitoring/src/config/tasks.yaml create mode 100644 examples/market_monitoring/src/crew.py create mode 100644 examples/market_monitoring/src/main.py create mode 100644 examples/market_monitoring/src/tools/__init__.py diff --git a/examples/market_monitoring/.env.example b/examples/market_monitoring/.env.example new file mode 100644 index 00000000..24234ffb --- /dev/null +++ b/examples/market_monitoring/.env.example @@ -0,0 +1,5 @@ +#AGENTOPS_API_KEY=... +#OPENAI_API_KEY=... + +# Tools +AGENTQL_API_KEY=... \ No newline at end of file diff --git a/examples/market_monitoring/.gitignore b/examples/market_monitoring/.gitignore new file mode 100644 index 00000000..7105da50 --- /dev/null +++ b/examples/market_monitoring/.gitignore @@ -0,0 +1,166 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/latest/usage/project/#working-with-version-control +.pdm.toml +.pdm-python +.pdm-build/ + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +.agentops/ +agentstack.log +.agentstack* \ No newline at end of file diff --git a/examples/market_monitoring/LICENSE.md b/examples/market_monitoring/LICENSE.md new file mode 100644 index 00000000..41752f3b --- /dev/null +++ b/examples/market_monitoring/LICENSE.md @@ -0,0 +1,10 @@ + +MIT License + +Copyright (c) 2025 Name + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. \ No newline at end of file diff --git a/examples/market_monitoring/README.md b/examples/market_monitoring/README.md new file mode 100644 index 00000000..0366544e --- /dev/null +++ b/examples/market_monitoring/README.md @@ -0,0 +1,46 @@ +# market_monitoring + +Tracks competitor websites for pricing and product updates. + +## How to Build this Project + +### With the CLI + +```bash +agentstack init market_monitoring + +agentstack generate agent web_scraper +agentstack generate task scrape_site + +agentstack generate agent market_reporter +agentstack generate task report + +agentstack tools add agentql +``` + +Add more agents with `agentstack agent ` and more tasks with `agentstack task ` + +Add tools with `agentstack tools add ` and view tools available with `agentstack tools list` + +## How to use your Agent + +In this directory, run `uv pip install --requirements pyproject.toml` + +To run your project, use the following command: +`agentstack run` + +This will initialize your crew of AI agents and begin task execution as defined in your configuration in the main.py file. + +#### Replay Tasks from Latest Crew Kickoff: + +CrewAI now includes a replay feature that allows you to list the tasks from the last run and replay from a specific one. To use this feature, run: +`crewai replay ` +Replace with the ID of the task you want to replay. + +#### Reset Crew Memory + +If you need to reset the memory of your crew before running it again, you can do so by calling the reset memory feature: +`crewai reset-memory` +This will clear the crew's memory, allowing for a fresh start. + +> 🪩 Project built with [AgentStack](https://github.com/AgentOps-AI/AgentStack) diff --git a/examples/market_monitoring/agentstack.json b/examples/market_monitoring/agentstack.json new file mode 100644 index 00000000..cef7dc11 --- /dev/null +++ b/examples/market_monitoring/agentstack.json @@ -0,0 +1,11 @@ +{ + "framework": "crewai", + "tools": [ + "agentql" + ], + "default_model": "openai/gpt-4o", + "agentstack_version": "0.3.5", + "template": "market_monitoring", + "template_version": "4", + "use_git": false +} \ No newline at end of file diff --git a/examples/market_monitoring/pyproject.toml b/examples/market_monitoring/pyproject.toml new file mode 100644 index 00000000..ee38e178 --- /dev/null +++ b/examples/market_monitoring/pyproject.toml @@ -0,0 +1,13 @@ +[project] +name = "market_monitoring" +version = "0.0.1" +description = "" +authors = [ + { name = "Name " } +] +license = { text = "MIT" } +requires-python = ">=3.10" + +dependencies = [ + "agentstack[crewai]>=0.3.5", +] \ No newline at end of file diff --git a/examples/market_monitoring/src/__init__.py b/examples/market_monitoring/src/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/examples/market_monitoring/src/config/agents.yaml b/examples/market_monitoring/src/config/agents.yaml new file mode 100644 index 00000000..fec5e257 --- /dev/null +++ b/examples/market_monitoring/src/config/agents.yaml @@ -0,0 +1,16 @@ +web_scraper: + role: >- + web scraper + goal: >- + Access the website and extract all relevant information about the product in a structured format. + backstory: >- + You are an expert web scraper and data extractor. + llm: openai/gpt-4o +market_reporter: + role: >- + market monitoring reporter + goal: >- + Track competitor websites for pricing and product updates, delivering insights into the dashboard. + backstory: >- + You are an expert in reporting and tracking competitor's websites. + llm: openai/gpt-4o diff --git a/examples/market_monitoring/src/config/inputs.yaml b/examples/market_monitoring/src/config/inputs.yaml new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/examples/market_monitoring/src/config/inputs.yaml @@ -0,0 +1 @@ + diff --git a/examples/market_monitoring/src/config/tasks.yaml b/examples/market_monitoring/src/config/tasks.yaml new file mode 100644 index 00000000..19c4a87d --- /dev/null +++ b/examples/market_monitoring/src/config/tasks.yaml @@ -0,0 +1,16 @@ +scrape_site: + description: >- + Extract all the data about each electronic product from the following URL links: + https://www.amazon.com/gp/browse.html?node=541966&ref_=nav_em__pc_ce_0_2_18_4 + https://www.bestbuy.com/site/computers-pcs/laptop-computers/abcat0502000.c?id=abcat0502000 + expected_output: >- + A json file. + agent: >- + web_scraper +report: + description: >- + Compare products and their prices between the competitor websites and give a report on their performances. + expected_output: >- + A few paragraphs about the market products. + agent: >- + market_reporter diff --git a/examples/market_monitoring/src/crew.py b/examples/market_monitoring/src/crew.py new file mode 100644 index 00000000..f3abf1d1 --- /dev/null +++ b/examples/market_monitoring/src/crew.py @@ -0,0 +1,48 @@ +from crewai import Agent, Crew, Process, Task +from crewai.project import CrewBase, agent, crew, task +import agentstack + + +@CrewBase +class MarketmonitoringCrew: + """market_monitoring crew""" + + @agent + def web_scraper(self) -> Agent: + return Agent( + config=self.agents_config["web_scraper"], + tools=[ + *agentstack.tools["agentql"] + ], # add tools here or use `agentstack tools add + verbose=True, + ) + + @agent + def market_reporter(self) -> Agent: + return Agent( + config=self.agents_config["market_reporter"], + tools=[], # add tools here or use `agentstack tools add + verbose=True, + ) + + @task + def scrape_site(self) -> Task: + return Task( + config=self.tasks_config["scrape_site"], + ) + + @task + def report(self) -> Task: + return Task( + config=self.tasks_config["report"], + ) + + @crew + def crew(self) -> Crew: + """Creates the Test crew""" + return Crew( + agents=self.agents, # Automatically created by the @agent decorator + tasks=self.tasks, # Automatically created by the @task decorator + process=Process.sequential, + verbose=True, + ) diff --git a/examples/market_monitoring/src/main.py b/examples/market_monitoring/src/main.py new file mode 100644 index 00000000..f7b05ebb --- /dev/null +++ b/examples/market_monitoring/src/main.py @@ -0,0 +1,57 @@ +#!/usr/bin/env python +import sys +from crew import MarketmonitoringCrew +import agentstack +import agentops + +agentops.init(default_tags=agentstack.get_tags()) + +instance = MarketmonitoringCrew().crew() + +def run(): + """ + Run the agent. + """ + instance.kickoff(inputs=agentstack.get_inputs()) + + +def train(): + """ + Train the crew for a given number of iterations. + """ + try: + instance.train( + n_iterations=int(sys.argv[1]), + filename=sys.argv[2], + inputs=agentstack.get_inputs(), + ) + except Exception as e: + raise Exception(f"An error occurred while training the crew: {e}") + + +def replay(): + """ + Replay the crew execution from a specific task. + """ + try: + instance.replay(task_id=sys.argv[1]) + except Exception as e: + raise Exception(f"An error occurred while replaying the crew: {e}") + + +def test(): + """ + Test the crew execution and returns the results. + """ + try: + instance.test( + n_iterations=int(sys.argv[1]), + openai_model_name=sys.argv[2], + inputs=agentstack.get_inputs(), + ) + except Exception as e: + raise Exception(f"An error occurred while replaying the crew: {e}") + + +if __name__ == '__main__': + run() \ No newline at end of file diff --git a/examples/market_monitoring/src/tools/__init__.py b/examples/market_monitoring/src/tools/__init__.py new file mode 100644 index 00000000..ebbad834 --- /dev/null +++ b/examples/market_monitoring/src/tools/__init__.py @@ -0,0 +1,2 @@ + +# tool import \ No newline at end of file From 4fef0f1035e84b26f44106f60e369470907b3b7a Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Thu, 6 Mar 2025 17:01:08 -0800 Subject: [PATCH 16/39] Update READMEs --- examples/research_assistant/README.md | 33 +++++++++++++++++++-------- examples/sentiment_analyser/README.md | 33 +++++++++++++++++---------- 2 files changed, 44 insertions(+), 22 deletions(-) diff --git a/examples/research_assistant/README.md b/examples/research_assistant/README.md index bd31d632..4900c858 100644 --- a/examples/research_assistant/README.md +++ b/examples/research_assistant/README.md @@ -1,21 +1,33 @@ # research_assistant +Answers research questions by retrieving knowledge from the web and extracting key insights. + +## How to Build this Project -## How to build your Crew Agent ### With the CLI -Add an agent using AgentStack with the CLI: -`agentstack generate agent ` -You can also shorten this to `agentstack g a ` -For wizard support use `agentstack g a --wizard` -Finally for creation in the CLI alone, use `agentstack g a --role/-r --goal/-g --backstory/-b --model/-m ` -This will automatically create a new agent in the `agents.yaml` config as well as in your code. Either placeholder strings will be used, or data included in the wizard. +```bash +agentstack init research_assistant + +agentstack generate agent web_scraper +agentstack generate task scrape_site + +agentstack generate agent researcher +agentstack generate task research + +agentstack generate agent analyst +agentstack generate task analyze -Similarly, tasks can be created with `agentstack g t ` +agentstack tools add agentql +agentstack tools add firecrawl +``` -Add tools with `agentstack tools add` and view tools available with `agentstack tools list` +Add more agents with `agentstack agent ` and more tasks with `agentstack task ` + +Add tools with `agentstack tools add ` and view tools available with `agentstack tools list` ## How to use your Agent + In this directory, run `uv pip install --requirements pyproject.toml` To run your project, use the following command: @@ -30,8 +42,9 @@ CrewAI now includes a replay feature that allows you to list the tasks from the Replace with the ID of the task you want to replay. #### Reset Crew Memory + If you need to reset the memory of your crew before running it again, you can do so by calling the reset memory feature: `crewai reset-memory` This will clear the crew's memory, allowing for a fresh start. -> 🪩 Project built with [AgentStack](https://github.com/AgentOps-AI/AgentStack) \ No newline at end of file +> 🪩 Project built with [AgentStack](https://github.com/AgentOps-AI/AgentStack) diff --git a/examples/sentiment_analyser/README.md b/examples/sentiment_analyser/README.md index 1f41282e..4c527a82 100644 --- a/examples/sentiment_analyser/README.md +++ b/examples/sentiment_analyser/README.md @@ -1,22 +1,30 @@ # sentiment_analyser -This is the start of your AgentStack project. -## How to build your Crew +Conducts a sentimental analysis on a Reddit thread based on its comments. + +## How to Build this Project + ### With the CLI -Add an agent using AgentStack with the CLI: -`agentstack generate agent ` -You can also shorten this to `agentstack g a ` -For wizard support use `agentstack g a --wizard` -Finally for creation in the CLI alone, use `agentstack g a --role/-r --goal/-g --backstory/-b --model/-m ` -This will automatically create a new agent in the `agents.yaml` config as well as in your code. Either placeholder strings will be used, or data included in the wizard. +```bash +agentstack init sentiment_analyser + +agentstack generate agent web_scraper +agentstack generate task scrape_data + +agentstack generate agent analyser +agentstack generate task sentiment_analysis -Similarly, tasks can be created with `agentstack g t ` +agentstack tools add agentql +``` -Add tools with `agentstack tools add` and view tools available with `agentstack tools list` +Add more agents with `agentstack agent ` and more tasks with `agentstack task ` + +Add tools with `agentstack tools add ` and view tools available with `agentstack tools list` ## How to use your Crew -In this directory, run `poetry install` + +In this directory, run `poetry install` To run your project, use the following command: `agentstack run` @@ -30,8 +38,9 @@ CrewAI now includes a replay feature that allows you to list the tasks from the Replace with the ID of the task you want to replay. #### Reset Crew Memory + If you need to reset the memory of your crew before running it again, you can do so by calling the reset memory feature: `crewai reset-memory` This will clear the crew's memory, allowing for a fresh start. -> 🪩 Project built with [AgentStack](https://github.com/AgentOps-AI/AgentStack) \ No newline at end of file +> 🪩 Project built with [AgentStack](https://github.com/AgentOps-AI/AgentStack) From ff8a1754917befdf5c5f9dfb20ddf7bb60bf43a4 Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Thu, 6 Mar 2025 17:17:04 -0800 Subject: [PATCH 17/39] Edit market monitoring example --- examples/market_monitoring/src/config/tasks.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/market_monitoring/src/config/tasks.yaml b/examples/market_monitoring/src/config/tasks.yaml index 19c4a87d..62f7a78e 100644 --- a/examples/market_monitoring/src/config/tasks.yaml +++ b/examples/market_monitoring/src/config/tasks.yaml @@ -1,7 +1,7 @@ scrape_site: description: >- Extract all the data about each electronic product from the following URL links: - https://www.amazon.com/gp/browse.html?node=541966&ref_=nav_em__pc_ce_0_2_18_4 + https://www.amazon.com/gp/browse.html?rw_useCurrentProtocol=1&node=565108&ref_=amb_link_BpW_pJfGS-SH8sCy2LOykw_2 https://www.bestbuy.com/site/computers-pcs/laptop-computers/abcat0502000.c?id=abcat0502000 expected_output: >- A json file. From 309e3fad8b41c483c8f5c747ad9a99c7eccddc11 Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Mon, 10 Mar 2025 14:17:00 -0700 Subject: [PATCH 18/39] Update description and arguments --- docs/tools/tool/agentql.mdx | 17 ++++++----------- 1 file changed, 6 insertions(+), 11 deletions(-) diff --git a/docs/tools/tool/agentql.mdx b/docs/tools/tool/agentql.mdx index f5a03894..8c82ddc3 100644 --- a/docs/tools/tool/agentql.mdx +++ b/docs/tools/tool/agentql.mdx @@ -9,10 +9,7 @@ Create your own AgentQL API key [here](https://dev.agentql.com). ## Description -AgentQL Web Loader is powered by AgentQL, an AI-powered query language for scraping web sites and automating workflows. -If you want to extract data in a precise format, use [AgentQL query language](https://docs.agentql.com/agentql-query) under the `query` field to pinpoint data on any web page, including authenticated and dynamically generated content. -Users can define structured data output and apply transforms within queries. -You could also directly describe the data you want to extract under the `prompt` field to let AgentQL Web Loader automatically generate the format and data. +[AgentQL](https://agentql.com) provides structured data extraction from any web page using an [AgentQL query](https://docs.agentql.com/concepts/query-language) or a Natural Language prompt. AgentQL can be used across multiple languages and web pages without breaking over time and change. ## Installation @@ -30,13 +27,11 @@ AGENTQL_API_KEY=... The following parameters can be used to customize the `AgentQL Web Loader`'s behavior: -| Argument | Type | Description | -| :--------- | :------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------ | -| **url** | `string` | URL of the website to scrape from. | -| **query** | `string` | _Optional_. AgentQL query to scrape the URL. Please visit [AgentQL Query Language Introduction](https://docs.agentql.com/agentql-query) for more information. | -| **prompt** | `string` | _Optional_. Natural Language description of the data you want to scrape. Either `query` or `prompt` is required. | - -If you want to hack our tool, feel free to do so by modifying `src/tools/agentql_tool.py` and reference our documentation for [AgentQL REST API](https://docs.agentql.com/rest-api/api-reference). +| Argument | Type | Description | +| :--------- | :------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| **url** | `string` | The URL of the web page you want to query. | +| **query** | `string` | _Optional_. The AgentQL query to execute. Learn more about [how to write an AgentQL query in the docs](https://docs.agentql.com/agentql-query). | +| **prompt** | `string` | _Optional_. A Natural Language description of the data to query the page for. AgentQL will infer the data’s structure from your prompt. **Note: You must define either a `query` or a `prompt` to use AgentQL.** | ## Examples From bd59f146388917f83cd78b1844ed5e924d77300c Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Mon, 10 Mar 2025 14:20:43 -0700 Subject: [PATCH 19/39] Add new example --- docs/tools/tool/agentql.mdx | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/tools/tool/agentql.mdx b/docs/tools/tool/agentql.mdx index 8c82ddc3..1947f0c2 100644 --- a/docs/tools/tool/agentql.mdx +++ b/docs/tools/tool/agentql.mdx @@ -37,3 +37,4 @@ The following parameters can be used to customize the `AgentQL Web Loader`'s beh - [Research Assistant](https://github.com/AgentOps-AI/AgentStack/tree/main/examples/research_assistant) - [Sentiment Analyzer](https://github.com/AgentOps-AI/AgentStack/tree/main/examples/sentiment_analyser) +- [Market Monitoring](https://github.com/AgentOps-AI/AgentStack/tree/main/examples/market_monitoring) From 12ec2502085c378d0bfe1e294d2d16bd30c0c342 Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Tue, 18 Mar 2025 14:31:05 -0700 Subject: [PATCH 20/39] Set origin request in headers --- agentstack/_tools/agentql/__init__.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/agentstack/_tools/agentql/__init__.py b/agentstack/_tools/agentql/__init__.py index 3b46d02e..14b7009d 100644 --- a/agentstack/_tools/agentql/__init__.py +++ b/agentstack/_tools/agentql/__init__.py @@ -47,7 +47,11 @@ def extract_data(url: str, query: Optional[str], prompt: Optional[str]) -> dict: """ payload = {"url": url, "query": query, "prompt": prompt} - headers = {"X-API-Key": f"{API_KEY}", "Content-Type": "application/json"} + headers = { + "X-API-Key": f"{API_KEY}", + "Content-Type": "application/json", + "X-TF-Request-Origin": "agentstack", + } try: response = httpx.post( From 846c7999647b49f62c3abd72c554a6f6d939dd04 Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Fri, 21 Mar 2025 15:08:26 -0700 Subject: [PATCH 21/39] Add stealth mode --- agentstack/_tools/agentql/__init__.py | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/agentstack/_tools/agentql/__init__.py b/agentstack/_tools/agentql/__init__.py index 3b46d02e..83c7931f 100644 --- a/agentstack/_tools/agentql/__init__.py +++ b/agentstack/_tools/agentql/__init__.py @@ -9,12 +9,14 @@ API_KEY = os.getenv("AGENTQL_API_KEY") -def extract_data(url: str, query: Optional[str], prompt: Optional[str]) -> dict: +def extract_data( + url: str, query: Optional[str], prompt: Optional[str], stealth_mode: bool = False +) -> dict: """ url: url of website to scrape query: described below prompt: Natural language description of the data you want to scrape - + stealth_mode: Enable stealth mode for web scraping (default: False) AgentQL query to scrape the url. @@ -45,7 +47,14 @@ def extract_data(url: str, query: Optional[str], prompt: Optional[str]) -> dict: } ``` """ - payload = {"url": url, "query": query, "prompt": prompt} + payload = { + "url": url, + "query": query, + "prompt": prompt, + "metadata": { + "experimental_stealth_mode_enabled": stealth_mode, + }, + } headers = {"X-API-Key": f"{API_KEY}", "Content-Type": "application/json"} From 88f6054718a52261703a9b476123a96f8b44a622 Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Fri, 21 Mar 2025 15:22:03 -0700 Subject: [PATCH 22/39] Rename stealth mode param --- agentstack/_tools/agentql/__init__.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/agentstack/_tools/agentql/__init__.py b/agentstack/_tools/agentql/__init__.py index 83c7931f..77369b65 100644 --- a/agentstack/_tools/agentql/__init__.py +++ b/agentstack/_tools/agentql/__init__.py @@ -10,13 +10,16 @@ def extract_data( - url: str, query: Optional[str], prompt: Optional[str], stealth_mode: bool = False + url: str, + query: Optional[str], + prompt: Optional[str], + is_stealth_mode_enabled: bool = False, ) -> dict: """ url: url of website to scrape query: described below prompt: Natural language description of the data you want to scrape - stealth_mode: Enable stealth mode for web scraping (default: False) + is_stealth_mode_enabled: Enable stealth mode for web scraping (default: False) AgentQL query to scrape the url. @@ -52,7 +55,7 @@ def extract_data( "query": query, "prompt": prompt, "metadata": { - "experimental_stealth_mode_enabled": stealth_mode, + "experimental_stealth_mode_enabled": is_stealth_mode_enabled, }, } From 45f7d67e4fc69815cd72647790862bee614a7ec9 Mon Sep 17 00:00:00 2001 From: Desiree Sng Date: Fri, 21 Mar 2025 15:32:11 -0700 Subject: [PATCH 23/39] Add stealth mode argument --- docs/tools/tool/agentql.mdx | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/docs/tools/tool/agentql.mdx b/docs/tools/tool/agentql.mdx index 1947f0c2..9cd70f33 100644 --- a/docs/tools/tool/agentql.mdx +++ b/docs/tools/tool/agentql.mdx @@ -27,11 +27,12 @@ AGENTQL_API_KEY=... The following parameters can be used to customize the `AgentQL Web Loader`'s behavior: -| Argument | Type | Description | -| :--------- | :------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| **url** | `string` | The URL of the web page you want to query. | -| **query** | `string` | _Optional_. The AgentQL query to execute. Learn more about [how to write an AgentQL query in the docs](https://docs.agentql.com/agentql-query). | -| **prompt** | `string` | _Optional_. A Natural Language description of the data to query the page for. AgentQL will infer the data’s structure from your prompt. **Note: You must define either a `query` or a `prompt` to use AgentQL.** | +| Argument | Type | Description | +| :-------------------------- | :-------- | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| **url** | `string` | The URL of the web page you want to query. | +| **query** | `string` | _Optional_. The AgentQL query to execute. Learn more about [how to write an AgentQL query in the docs](https://docs.agentql.com/agentql-query). | +| **prompt** | `string` | _Optional_. A Natural Language description of the data to query the page for. AgentQL will infer the data’s structure from your prompt. **Note: You must define either a `query` or a `prompt` to use AgentQL.** | +| **is_stealth_mode_enabled** | `boolean` | Whether to enable experimental anti-bot evasion strategies. This feature may not work for all websites at all times. Data extraction may take longer to complete with this mode enabled. **Defaults to `False`.** | ## Examples From 5846b5330c8299a1296df80a668241a84ab108ee Mon Sep 17 00:00:00 2001 From: Shridhar Sukhani Date: Wed, 2 Apr 2025 00:31:14 -0700 Subject: [PATCH 24/39] Add hyperbrowser tools --- agentstack/_tools/hyperbrowser/__init__.py | 261 +++++++++++++++++++++ agentstack/_tools/hyperbrowser/config.json | 18 ++ 2 files changed, 279 insertions(+) create mode 100644 agentstack/_tools/hyperbrowser/__init__.py create mode 100644 agentstack/_tools/hyperbrowser/config.json diff --git a/agentstack/_tools/hyperbrowser/__init__.py b/agentstack/_tools/hyperbrowser/__init__.py new file mode 100644 index 00000000..2760ef8d --- /dev/null +++ b/agentstack/_tools/hyperbrowser/__init__.py @@ -0,0 +1,261 @@ +import os +from typing import List + +from hyperbrowser import Hyperbrowser +from hyperbrowser.models import ( + BrowserUseTaskResponse, + ClaudeComputerUseTaskResponse, + CrawlJobResponse, + CreateSessionParams, + CuaTaskResponse, + ExtractJobResponse, + ScrapeFormat, + ScrapeJobResponse, + ScrapeOptions, + StartBrowserUseTaskParams, + StartClaudeComputerUseTaskParams, + StartCrawlJobParams, + StartCuaTaskParams, + StartExtractJobParams, + StartScrapeJobParams, +) + +hb = Hyperbrowser(api_key=os.getenv('HYPERBROWSER_API_KEY')) + + +def scrape_webpage( + url: str, use_proxy: bool = True, formats: list[ScrapeFormat] = ["markdown"] +) -> ScrapeJobResponse: + """ + Scrapes content from a single webpage in specified formats. + + This function initiates a scraping job for a given URL and waits for completion. + It configures a browser session with proxy and stealth options for optimal scraping. + + Args: + url: The URL of the webpage to scrape + use_proxy: Whether to use a proxy for the request (default: True) + formats: List of formats to return the scraped content in (default: ["markdown"]) + Options include "markdown", "html", "links", "screenshot" + + Returns: + ScrapeJobResponse: The response containing the scraped content in requested formats + """ + return hb.scrape.start_and_wait( + StartScrapeJobParams( + url=url, + session_options=CreateSessionParams( + use_proxy=use_proxy, + use_stealth=True, + adblock=True, + trackers=True, + annoyances=True, + ), + scrape_options=ScrapeOptions( + formats=formats, + ), + ) + ) + + +def crawl_website( + starting_url: str, + max_pages: int = 10, + include_pattern: List[str] = [], + exclude_pattern: List[str] = [], + use_proxy: bool = True, +) -> CrawlJobResponse: + """ + Crawls a website starting from a specific URL and collects content from multiple pages. + + This function navigates through a website by following links from the starting URL, + up to the specified maximum number of pages. It can filter pages to crawl based on + include and exclude patterns. + + Args: + starting_url: The initial URL to start crawling from + max_pages: Maximum number of pages to crawl (default: 10) + include_pattern: List of patterns for URLs to include in the crawl (default: []) + exclude_pattern: List of patterns for URLs to exclude from the crawl (default: []) + use_proxy: Whether to use a proxy for the requests (default: True) + + Returns: + CrawlJobResponse: The response containing the crawled content from all visited pages + """ + return hb.crawl.start_and_wait( + StartCrawlJobParams( + url=starting_url, + max_pages=max_pages, + include_pattern=include_pattern, + exclude_pattern=exclude_pattern, + session_options=CreateSessionParams( + use_proxy=use_proxy, + use_stealth=True, + adblock=True, + trackers=True, + annoyances=True, + ), + ) + ) + + +def extract_data_from_webpages( + urls: List[str], + schema: str, + prompt: str, + system_prompt: str | None = None, + use_proxy: bool = True, +) -> ExtractJobResponse: + """ + Extracts structured data from multiple webpages based on a provided schema and prompt. + + This function visits each URL in the list and extracts structured data according to the + specified schema and guided by the provided prompt. It uses AI-powered extraction to + transform unstructured web content into structured data. + + Args: + urls: List of URLs to extract data from + schema: JSON schema that defines the structure of the data to extract + prompt: Instructions for the extraction model on what data to extract + system_prompt: Optional system prompt to further guide the extraction (default: None) + use_proxy: Whether to use a proxy for the requests (default: True) + + Returns: + ExtractJobResponse: The response containing the extracted structured data from all URLs + """ + return hb.extract.start_and_wait( + StartExtractJobParams( + urls=urls, + prompt=prompt, + system_prompt=system_prompt, + schema=schema, + session_options=CreateSessionParams( + use_proxy=use_proxy, + use_stealth=True, + adblock=True, + ), + ) + ) + + +def run_browser_use_agent( + task: str, + max_steps: int = 10, + use_vision: bool = False, + use_vision_for_planner: bool = False, + use_proxy: bool = True, +) -> BrowserUseTaskResponse: + """ + Runs a lightweight browser automation agent to perform a specific task. + + This function initiates a browser session and runs a specialized agent that + performs the specified task with minimal overhead. This agent is optimized for + speed and efficiency but requires explicit, detailed instructions. + + Args: + task: Detailed description of the task to perform + max_steps: Maximum number of steps the agent can take (default: 10) + use_vision: Whether to enable vision capabilities for the agent (default: False) + use_vision_for_planner: Whether to use vision for planning steps (default: False) + use_proxy: Whether to use a proxy for the browser session (default: True) + + Returns: + BrowserUseTaskResponse: The response containing the results of the task execution + """ + return hb.agents.browser_use.start_and_wait( + StartBrowserUseTaskParams( + task=task, + max_steps=max_steps, + use_vision=use_vision, + use_vision_for_planner=use_vision_for_planner, + session_options=CreateSessionParams( + use_proxy=use_proxy, + use_stealth=True, + adblock=True, + trackers=True, + annoyances=True, + ), + ) + ) + + +def run_claude_computer_use_agent( + task: str, + max_steps: int = 10, + use_vision: bool = False, + use_vision_for_planner: bool = False, + use_proxy: bool = True, +) -> ClaudeComputerUseTaskResponse: + """ + Runs a Claude-powered browser automation agent to perform complex tasks. + + This function initiates a browser session with Anthropic's Claude model as the + driving intelligence. The agent is capable of sophisticated reasoning and handling + complex, nuanced tasks that require understanding context and making decisions. + + Args: + task: Description of the task to perform + max_steps: Maximum number of steps the agent can take (default: 10) + use_vision: Whether to enable vision capabilities for the agent (default: False) + use_vision_for_planner: Whether to use vision for planning steps (default: False) + use_proxy: Whether to use a proxy for the browser session (default: True) + + Returns: + ClaudeComputerUseTaskResponse: The response containing the results of the task execution + """ + return hb.agents.claude_computer_use.start_and_wait( + StartClaudeComputerUseTaskParams( + task=task, + max_steps=max_steps, + use_vision=use_vision, + use_vision_for_planner=use_vision_for_planner, + session_options=CreateSessionParams( + use_proxy=use_proxy, + use_stealth=True, + adblock=True, + trackers=True, + annoyances=True, + ), + ) + ) + + +def run_openai_cua_agent( + task: str, + max_steps: int = 10, + use_vision: bool = False, + use_vision_for_planner: bool = False, + use_proxy: bool = True, +) -> CuaTaskResponse: + """ + Runs an OpenAI-powered browser automation agent to perform general-purpose tasks. + + This function initiates a browser session with OpenAI's model as the driving + intelligence. The agent provides balanced performance and reliability for a wide range + of browser automation tasks with moderate complexity. + + Args: + task: Description of the task to perform + max_steps: Maximum number of steps the agent can take (default: 10) + use_vision: Whether to enable vision capabilities for the agent (default: False) + use_vision_for_planner: Whether to use vision for planning steps (default: False) + use_proxy: Whether to use a proxy for the browser session (default: True) + + Returns: + CuaTaskResponse: The response containing the results of the task execution + """ + return hb.agents.cua.start_and_wait( + StartCuaTaskParams( + task=task, + max_steps=max_steps, + use_vision=use_vision, + use_vision_for_planner=use_vision_for_planner, + session_options=CreateSessionParams( + use_proxy=use_proxy, + use_stealth=True, + adblock=True, + trackers=True, + annoyances=True, + ), + ) + ) diff --git a/agentstack/_tools/hyperbrowser/config.json b/agentstack/_tools/hyperbrowser/config.json new file mode 100644 index 00000000..646c063d --- /dev/null +++ b/agentstack/_tools/hyperbrowser/config.json @@ -0,0 +1,18 @@ +{ + "name": "hyperbrowser", + "url": "https://hyperbrowser.ai/", + "category": "browsing", + "env": { + "HYPERBROWSER_API_KEY": null + }, + "dependencies": ["hyperbrowser>=0.39.0"], + "tools": [ + "scrape_webpage", + "crawl_website", + "extract_data_from_webpages", + "run_browser_use_agent", + "run_claude_computer_use_agent", + "run_openai_cua_agent" + ], + "cta": "Get your free API key at https://hyperbrowser.ai/" +} From ca0becd36ab1e3cddb00932707192d39be1ffa82 Mon Sep 17 00:00:00 2001 From: Shridhar Sukhani Date: Wed, 2 Apr 2025 01:31:58 -0700 Subject: [PATCH 25/39] add docs --- docs/tools/community.mdx | 3 +- docs/tools/tool/hyperbrowser.mdx | 132 +++++++++++++++++++++++++++++++ 2 files changed, 134 insertions(+), 1 deletion(-) create mode 100644 docs/tools/tool/hyperbrowser.mdx diff --git a/docs/tools/community.mdx b/docs/tools/community.mdx index ae703bb4..0a5da5f7 100644 --- a/docs/tools/community.mdx +++ b/docs/tools/community.mdx @@ -10,6 +10,7 @@ description: 'AgentStack tools from community contributors' [//]: # (- [Browserbase](/tools/tool/browserbase)) - [Firecrawl](/tools/tool/firecrawl) +- [Hyperbrowser](/tools/tool/hyperbrowser) ## Search - [Perplexity](/tools/tool/perplexity) @@ -43,4 +44,4 @@ description: 'AgentStack tools from community contributors' > Default tools in AgentStack - \ No newline at end of file + diff --git a/docs/tools/tool/hyperbrowser.mdx b/docs/tools/tool/hyperbrowser.mdx new file mode 100644 index 00000000..ac4ce046 --- /dev/null +++ b/docs/tools/tool/hyperbrowser.mdx @@ -0,0 +1,132 @@ +--- +title: Hyperbrowser +description: AI-powered web browser automation and content extraction +icon: browser +--- + +## Description + +Hyperbrowser enables your agents to interact with the web through powerful browser automation. This tool allows agents to extract content from webpages, crawl entire sites, extract structured data, and perform sophisticated browser automation tasks using multiple AI agent options. + +## Example + +Add the Hyperbrowser tool with + +```bash +agentstack tools add hyperbrowser +``` + +Set up your environment variables: + +```env +HYPERBROWSER_API_KEY=your_api_key_here +``` + +## Features + +### Web Scraping + +Extract content from individual webpages in various formats: + +```python +from agentstack._tools.hyperbrowser import scrape_webpage + +result = scrape_webpage( + url="https://example.com", + use_proxy=True, + formats=["markdown"] # Options: markdown, html, links, screenshot +) +``` + +### Website Crawling + +Crawl entire websites and collect content from multiple pages: + +```python +from agentstack._tools.hyperbrowser import crawl_website + +result = crawl_website( + starting_url="https://example.com", + max_pages=10, + include_pattern=["/blog/*"], + exclude_pattern=["/admin/*"], + use_proxy=True +) +``` + +### Structured Data Extraction + +Extract data in structured format based on a schema and prompt: + +```python +from agentstack._tools.hyperbrowser import extract_data_from_webpages + +result = extract_data_from_webpages( + urls=["https://example.com/product"], + schema="{\"type\":\"object\",\"properties\":{\"name\":{\"type\":\"string\"},\"price\":{\"type\":\"string\"}}}", + prompt="Extract the product name and price from this page", + system_prompt="You are an expert at extracting product information", + use_proxy=True +) +``` + +### Browser Use Agent + +Run a fast, efficient browser automation agent for explicit instructions: + +```python +from agentstack._tools.hyperbrowser import run_browser_use_agent + +result = run_browser_use_agent( + task="Go to example.com and click on the first link", + max_steps=10, + use_vision=False, + use_vision_for_planner=False, + use_proxy=True +) +``` + +### Claude Computer Use Agent + +Leverage Claude's advanced reasoning capabilities for complex web tasks: + +```python +from agentstack._tools.hyperbrowser import run_claude_computer_use_agent + +result = run_claude_computer_use_agent( + task="Research the top 3 AI frameworks and summarize their features", + max_steps=20, + use_vision=True, + use_vision_for_planner=True, + use_proxy=True +) +``` + +### OpenAI Computer Use Agent + +Utilize OpenAI's balanced performance for general-purpose browser automation: + +```python +from agentstack._tools.hyperbrowser import run_openai_cua_agent + +result = run_openai_cua_agent( + task="Find the latest news on AI development", + max_steps=15, + use_vision=True, + use_vision_for_planner=False, + use_proxy=True +) +``` + +## Available Functions + +The Hyperbrowser tool provides the following core functions: + +- `scrape_webpage()`: Extract content from a single webpage in various formats +- `crawl_website()`: Collect content from multiple pages across a website +- `extract_data_from_webpages()`: Extract structured data from webpages based on a schema +- `run_browser_use_agent()`: Fast, lightweight agent for explicit browser automation tasks +- `run_claude_computer_use_agent()`: Claude-powered agent for complex reasoning tasks +- `run_openai_cua_agent()`: OpenAI-powered agent for general-purpose browser automation + +For detailed function parameters and usage, refer to the function docstrings in your IDE or the [Hyperbrowser documentation](https://docs.hyperbrowser.ai/). From 87d4d639236dac50c07e5ee12ac1717fddc934df Mon Sep 17 00:00:00 2001 From: Haakam Aujla Date: Wed, 9 Apr 2025 19:07:57 -0400 Subject: [PATCH 26/39] Init AgentMail tool --- agentstack/_tools/agentmail/__init__.py | 53 +++++++++++++++++++++++++ agentstack/_tools/agentmail/config.json | 13 ++++++ 2 files changed, 66 insertions(+) create mode 100644 agentstack/_tools/agentmail/__init__.py create mode 100644 agentstack/_tools/agentmail/config.json diff --git a/agentstack/_tools/agentmail/__init__.py b/agentstack/_tools/agentmail/__init__.py new file mode 100644 index 00000000..adeb3c04 --- /dev/null +++ b/agentstack/_tools/agentmail/__init__.py @@ -0,0 +1,53 @@ +from agentmail import AgentMail +from typing import Optional + + +client = AgentMail() + + +def list_inboxes(limit: Optional[int] = None, last_key: Optional[str] = None): + """ + List all inboxes. + + Args: + limit: The maximum number of inboxes to return. + last_key: The last key returned from the previous page. + + Returns: + A list of inboxes. + """ + return client.inboxes.list(limit=limit, last_key=last_key) + + +def get_inbox(inbox_id: str): + """ + Get an inbox by ID. + + Args: + inbox_id: The ID of the inbox to get. + + Returns: + An inbox. + """ + return client.inboxes.get(inbox_id) + + +def create_inbox( + username: Optional[str] = None, + domain: Optional[str] = None, + display_name: Optional[str] = None, +): + """ + Create an inbox. + + Args: + username: The username of the inbox. + domain: The domain of the inbox. + display_name: The display name of the inbox. + + Returns: + An inbox. + """ + return client.inboxes.create( + username=username, domain=domain, display_name=display_name + ) diff --git a/agentstack/_tools/agentmail/config.json b/agentstack/_tools/agentmail/config.json new file mode 100644 index 00000000..e4e2a8c5 --- /dev/null +++ b/agentstack/_tools/agentmail/config.json @@ -0,0 +1,13 @@ +{ + "name": "agentmail", + "category": "email", + "tools": ["list_inboxes", "get_inbox", "create_inbox"], + "url": "https://agentmail.to", + "cta": "Get your AgentMail API key at https://agentmail.to", + "env": { + "AGENTMAIL_API_KEY": null + }, + "dependencies": [ + "agentmail>=0.0.19" + ] +} \ No newline at end of file From b0832da9e92c5aeee16b9a30df9f03b0ab2b5cd5 Mon Sep 17 00:00:00 2001 From: Haakam Aujla Date: Fri, 11 Apr 2025 18:36:50 -0400 Subject: [PATCH 27/39] Complete tools --- agentstack/_tools/agentmail/__init__.py | 135 +++++++++++++++++++++++- agentstack/_tools/agentmail/config.json | 2 +- 2 files changed, 134 insertions(+), 3 deletions(-) diff --git a/agentstack/_tools/agentmail/__init__.py b/agentstack/_tools/agentmail/__init__.py index adeb3c04..a306d69c 100644 --- a/agentstack/_tools/agentmail/__init__.py +++ b/agentstack/_tools/agentmail/__init__.py @@ -1,5 +1,5 @@ from agentmail import AgentMail -from typing import Optional +from typing import Optional, List client = AgentMail() @@ -7,7 +7,7 @@ def list_inboxes(limit: Optional[int] = None, last_key: Optional[str] = None): """ - List all inboxes. + List inboxes. Args: limit: The maximum number of inboxes to return. @@ -51,3 +51,134 @@ def create_inbox( return client.inboxes.create( username=username, domain=domain, display_name=display_name ) + + +def list_threads( + inbox_id: str, limit: Optional[int] = None, last_key: Optional[str] = None +): + """ + List threads in an inbox. + + Args: + inbox_id: The ID of the inbox to list threads for. + limit: The maximum number of threads to return. + last_key: The last key returned from the previous page. + + Returns: + A list of threads. + """ + return client.threads.list(inbox_id=inbox_id, limit=limit, last_key=last_key) + + +def get_thread(inbox_id: str, thread_id: str): + """ + Get a thread by ID. + + Args: + inbox_id: The ID of the inbox to get the thread for. + thread_id: The ID of the thread to get. + + Returns: + A thread. + """ + return client.threads.get(inbox_id=inbox_id, thread_id=thread_id) + + +def list_messages( + inbox_id: str, limit: Optional[int] = None, last_key: Optional[str] = None +): + """ + List messages in an inbox. + + Args: + inbox_id: The ID of the inbox to list messages for. + limit: The maximum number of messages to return. + last_key: The last key returned from the previous page. + + Returns: + A list of messages. + """ + return client.messages.list(inbox_id=inbox_id, limit=limit, last_key=last_key) + + +def get_message(inbox_id: str, message_id: str): + """ + Get a message by ID. + + Args: + inbox_id: The ID of the inbox to get the message for. + message_id: The ID of the message to get. + + Returns: + A message. + """ + return client.messages.get(inbox_id=inbox_id, message_id=message_id) + + +def get_attachment(inbox_id: str, message_id: str, attachment_id: str): + """ + Get an attachment by message ID and attachment ID. + + Args: + inbox_id: The ID of the inbox to get the attachment for. + message_id: The ID of the message to get the attachment for. + attachment_id: The ID of the attachment to get. + + Returns: + An attachment. + """ + return client.attachments.get( + inbox_id=inbox_id, message_id=message_id, attachment_id=attachment_id + ) + + +def send_message( + inbox_id: str, + to: List[str], + cc: Optional[List[str]] = None, + bcc: Optional[List[str]] = None, + subject: Optional[str] = None, + text: Optional[str] = None, + html: Optional[str] = None, +): + """ + Send a message. + + Args: + inbox_id: The ID of the inbox to send the message from. + to: The list of recipients. + cc: The list of CC recipients. + bcc: The list of BCC recipients. + subject: The subject of the message. + text: The plain text body of the message. + html: The HTML body of the message. + + Returns: + A message. + """ + return client.messages.send( + inbox_id=inbox_id, to=to, cc=cc, bcc=bcc, subject=subject, text=text, html=html + ) + + +def reply_to_message( + inbox_id: str, + message_id: str, + text: Optional[str] = None, + html: Optional[str] = None, +): + """ + Reply to a message. + + Args: + inbox_id: The ID of the inbox to reply to the message in. + message_id: The ID of the message to reply to. + text: The plain text body of the reply. + html: The HTML body of the reply. + + Returns: + A message. + """ + return client.messages.reply( + inbox_id=inbox_id, message_id=message_id, text=text, html=html + ) diff --git a/agentstack/_tools/agentmail/config.json b/agentstack/_tools/agentmail/config.json index e4e2a8c5..71c981ba 100644 --- a/agentstack/_tools/agentmail/config.json +++ b/agentstack/_tools/agentmail/config.json @@ -1,7 +1,7 @@ { "name": "agentmail", "category": "email", - "tools": ["list_inboxes", "get_inbox", "create_inbox"], + "tools": ["list_inboxes", "get_inbox", "create_inbox", "list_threads", "get_thread", "list_messages", "get_message", "get_attachment", "send_message", "reply_to_message"], "url": "https://agentmail.to", "cta": "Get your AgentMail API key at https://agentmail.to", "env": { From c3f3a7471e2cef631f50b30e7066acd117d67719 Mon Sep 17 00:00:00 2001 From: Haakam Aujla Date: Fri, 11 Apr 2025 19:03:57 -0400 Subject: [PATCH 28/39] Update docs --- docs/tools/community.mdx | 27 +++++++++++++--------- docs/tools/tool/agentmail.mdx | 42 +++++++++++++++++++++++++++++++++++ 2 files changed, 59 insertions(+), 10 deletions(-) create mode 100644 docs/tools/tool/agentmail.mdx diff --git a/docs/tools/community.mdx b/docs/tools/community.mdx index ae703bb4..c083f5be 100644 --- a/docs/tools/community.mdx +++ b/docs/tools/community.mdx @@ -1,17 +1,24 @@ --- -title: 'Community Tools' -description: 'AgentStack tools from community contributors' +title: Community Tools +description: AgentStack tools from community contributors --- +## Email + +- [AgentMail](/tools/tool/agentmail) + ## Web Retrieval + - [AgentQL](/tools/tool/agentql) ## Browsing -[//]: # (- [Browserbase](/tools/tool/browserbase)) +[//]: # "- [Browserbase](/tools/tool/browserbase)" + - [Firecrawl](/tools/tool/firecrawl) ## Search + - [Perplexity](/tools/tool/perplexity) ## Memory / State @@ -19,7 +26,8 @@ description: 'AgentStack tools from community contributors' - [Mem0](/tools/tool/mem0) ## Database Tools -- [Neon](/tools/tool/neon) + +- [Neon](/tools/tool/neon) ## Code Execution @@ -30,17 +38,16 @@ description: 'AgentStack tools from community contributors' - [Composio](/tools/tool/composio) ## Network Protocols + - [Agent Connect](/tools/tool/agent-connect) ## Application Specific + - [Stripe](/tools/tool/stripe) - [Payman](/tools/tool/payman) + - + Default tools in AgentStack - \ No newline at end of file + diff --git a/docs/tools/tool/agentmail.mdx b/docs/tools/tool/agentmail.mdx new file mode 100644 index 00000000..fa5f3a9d --- /dev/null +++ b/docs/tools/tool/agentmail.mdx @@ -0,0 +1,42 @@ +--- +title: AgentMail +description: Email for agents +icon: email +--- + +[AgentMail](https://agentmail.to) is an API-first email provider designed to give agents their own inboxes for sending, receiving, and managing email. + +## Tools + +- List inboxes +- Get inbox +- Create inbox +- List threads +- Get thread +- List messages +- Get message +- Get attachment +- Send message +- Reply to message + +## Installation + +Add the AgentMail tool to your project + +```sh +agentstack tools add agentmail +``` + +Get your [AgentMail API key](https://agentmail.to) and set the environment variable + +```env +AGENTMAIL_API_KEY=your-agentmail-api-key +``` + +## Usage + +Use the AgentMail API to create an inbox for your agent. Then prompt your agent to handle any email related tasks. + +## Examples + +Coming soon... From 062b38c198ec4faa1d708c1613c40b640ff7dfce Mon Sep 17 00:00:00 2001 From: Haakam Aujla Date: Fri, 11 Apr 2025 19:17:35 -0400 Subject: [PATCH 29/39] Fix --- agentstack/_tools/agentmail/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agentstack/_tools/agentmail/__init__.py b/agentstack/_tools/agentmail/__init__.py index a306d69c..142abc10 100644 --- a/agentstack/_tools/agentmail/__init__.py +++ b/agentstack/_tools/agentmail/__init__.py @@ -127,7 +127,7 @@ def get_attachment(inbox_id: str, message_id: str, attachment_id: str): Returns: An attachment. """ - return client.attachments.get( + return client.messages.get_attachment( inbox_id=inbox_id, message_id=message_id, attachment_id=attachment_id ) From 38de84f83fb1f4519f21b814fbc9fef8e78d3e5e Mon Sep 17 00:00:00 2001 From: Amaan Date: Sun, 27 Apr 2025 18:44:19 +0530 Subject: [PATCH 30/39] add dappier search tool --- agentstack/_tools/dappier/__init__.py | 255 ++++++++++++++++++++++++++ agentstack/_tools/dappier/config.json | 20 ++ docs/llms.txt | 1 + docs/tools/community.mdx | 1 + docs/tools/tool/dappier.mdx | 66 +++++++ 5 files changed, 343 insertions(+) create mode 100644 agentstack/_tools/dappier/__init__.py create mode 100644 agentstack/_tools/dappier/config.json create mode 100644 docs/tools/tool/dappier.mdx diff --git a/agentstack/_tools/dappier/__init__.py b/agentstack/_tools/dappier/__init__.py new file mode 100644 index 00000000..84ea21b1 --- /dev/null +++ b/agentstack/_tools/dappier/__init__.py @@ -0,0 +1,255 @@ +import os +from typing import Optional, Literal +from dappier import Dappier + +# Initialize the Dappier client +client = Dappier(api_key=os.getenv("DAPPIER_API_KEY")) + +# --- Functions for AI Models --- + + +def real_time_web_search(query: str) -> str: + """ + Perform a real-time web search. Access the latest news, stock market data, weather, + travel information, deals, and more using this AI model. Use when no stock ticker symbol + is provided. + + Args: + query: The search query to retrieve real-time information. + + Returns: + A formatted string containing real-time search results. + """ + try: + return client.search_real_time_data_string(query=query, ai_model_id="am_01j06ytn18ejftedz6dyhz2b15") + except Exception as e: + return f"Error: {str(e)}" + + +def stock_market_data_search(query: str) -> str: + """ + Perform a real-time stock market data search. Retrieve real-time financial news, + stock prices, and trade updates with AI-powered insights using this model. Use only when a + stock ticker symbol is provided. + + Args: + query: The search query to retrieve real-time stock market information. + + Returns: + A formatted string containing real-time financial search results. + """ + try: + return client.search_real_time_data_string(query=query, ai_model_id="am_01j749h8pbf7ns8r1bq9s2evrh") + except Exception as e: + return f"Error: {str(e)}" + + +# --- Functions for Data Models --- + + +def get_sports_news( + query: str, + similarity_top_k: int = 9, + ref: Optional[str] = None, + num_articles_ref: int = 0, + search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"] = "most_recent", +) -> str: + """ + Fetch AI-powered Sports News recommendations. Get real-time news, updates, and personalized + content from top sports sources like Sportsnaut, Forever Blueshirts, Minnesota Sports Fan, + LAFB Network, Bounding Into Sports, and Ringside Intel. + + Args: + query: The input string for sports-related content recommendations. + similarity_top_k: Number of top similar articles to retrieve. + ref: Optional site domain to prioritize recommendations. + num_articles_ref: Minimum number of articles to return from the reference domain. + search_algorithm: The search algorithm to use ('most_recent', 'semantic', 'most_recent_semantic', 'trending'). + + Returns: + A formatted string containing recommended sports articles. + """ + try: + return client.get_ai_recommendations_string( + query=query, + data_model_id="dm_01j0pb465keqmatq9k83dthx34", + similarity_top_k=similarity_top_k, + ref=ref or "", + num_articles_ref=num_articles_ref, + search_algorithm=search_algorithm, + ) + except Exception as e: + return f"Error: {str(e)}" + + +def get_lifestyle_news( + query: str, + similarity_top_k: int = 9, + ref: Optional[str] = None, + num_articles_ref: int = 0, + search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"] = "most_recent", +) -> str: + """ + Fetch AI-powered Lifestyle News recommendations. Access current lifestyle updates, analysis, + and insights from leading lifestyle publications like The Mix, Snipdaily, Nerdable + and Familyproof. + + Args: + query: The input string for lifestyle-related content recommendations. + similarity_top_k: Number of top similar articles to retrieve. + ref: Optional site domain to prioritize recommendations. + num_articles_ref: Minimum number of articles to return from the reference domain. + search_algorithm: The search algorithm to use ('most_recent', 'semantic', 'most_recent_semantic', 'trending'). + + Returns: + A formatted string containing recommended lifestyle articles. + """ + try: + return client.get_ai_recommendations_string( + query=query, + data_model_id="dm_01j0q82s4bfjmsqkhs3ywm3x6y", + similarity_top_k=similarity_top_k, + ref=ref or "", + num_articles_ref=num_articles_ref, + search_algorithm=search_algorithm, + ) + except Exception as e: + return f"Error: {str(e)}" + + +def get_iheartdogs_content( + query: str, + similarity_top_k: int = 9, + ref: Optional[str] = None, + num_articles_ref: int = 0, + search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"] = "most_recent", +) -> str: + """ + Fetch AI-powered iHeartDogs content recommendations. Tap into a dog care expert with access + to thousands of articles covering pet health, behavior, grooming, and ownership from + iHeartDogs.com. + + Args: + query: The input string for dog care-related content recommendations. + similarity_top_k: Number of top similar articles to retrieve. + ref: Optional site domain to prioritize recommendations. + num_articles_ref: Minimum number of articles to return from the reference domain. + search_algorithm: The search algorithm to use ('most_recent', 'semantic', 'most_recent_semantic', 'trending'). + + Returns: + A formatted string containing recommended dog-related articles. + """ + try: + return client.get_ai_recommendations_string( + query=query, + data_model_id="dm_01j1sz8t3qe6v9g8ad102kvmqn", + similarity_top_k=similarity_top_k, + ref=ref or "", + num_articles_ref=num_articles_ref, + search_algorithm=search_algorithm, + ) + except Exception as e: + return f"Error: {str(e)}" + + +def get_iheartcats_content( + query: str, + similarity_top_k: int = 9, + ref: Optional[str] = None, + num_articles_ref: int = 0, + search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"] = "most_recent", +) -> str: + """ + Fetch AI-powered iHeartCats content recommendations. Utilize a cat care specialist that + provides comprehensive content on cat health, behavior, and lifestyle from iHeartCats.com. + + Args: + query: The input string for cat care-related content recommendations. + similarity_top_k: Number of top similar articles to retrieve. + ref: Optional site domain to prioritize recommendations. + num_articles_ref: Minimum number of articles to return from the reference domain. + search_algorithm: The search algorithm to use ('most_recent', 'semantic', 'most_recent_semantic', 'trending'). + + Returns: + A formatted string containing recommended cat-related articles. + """ + try: + return client.get_ai_recommendations_string( + query=query, + data_model_id="dm_01j1sza0h7ekhaecys2p3y0vmj", + similarity_top_k=similarity_top_k, + ref=ref or "", + num_articles_ref=num_articles_ref, + search_algorithm=search_algorithm, + ) + except Exception as e: + return f"Error: {str(e)}" + + +def get_greenmonster_guides( + query: str, + similarity_top_k: int = 9, + ref: Optional[str] = None, + num_articles_ref: int = 0, + search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"] = "most_recent", +) -> str: + """ + Fetch AI-powered GreenMonster guides and articles. Receive guidance for making conscious + and compassionate choices benefiting people, animals, and the planet. + + Args: + query: The input string for eco-friendly and conscious lifestyle recommendations. + similarity_top_k: Number of top similar articles to retrieve. + ref: Optional site domain to prioritize recommendations. + num_articles_ref: Minimum number of articles to return from the reference domain. + search_algorithm: The search algorithm to use ('most_recent', 'semantic', 'most_recent_semantic', 'trending'). + + Returns: + A formatted string containing recommended eco-conscious articles. + """ + try: + return client.get_ai_recommendations_string( + query=query, + data_model_id="dm_01j5xy9w5sf49bm6b1prm80m27", + similarity_top_k=similarity_top_k, + ref=ref or "", + num_articles_ref=num_articles_ref, + search_algorithm=search_algorithm, + ) + except Exception as e: + return f"Error: {str(e)}" + + +def get_wishtv_news( + query: str, + similarity_top_k: int = 9, + ref: Optional[str] = None, + num_articles_ref: int = 0, + search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"] = "most_recent", +) -> str: + """ + Fetch AI-powered WISH-TV news recommendations. Get recommendations covering sports, + breaking news, politics, multicultural updates, Hispanic language content, entertainment, + health, and education. + + Args: + query: The input string for general news recommendations. + similarity_top_k: Number of top similar articles to retrieve. + ref: Optional site domain to prioritize recommendations. + num_articles_ref: Minimum number of articles to return from the reference domain. + search_algorithm: The search algorithm to use ('most_recent', 'semantic', 'most_recent_semantic', 'trending'). + + Returns: + A formatted string containing recommended news articles. + """ + try: + return client.get_ai_recommendations_string( + query=query, + data_model_id="dm_01jagy9nqaeer9hxx8z1sk1jx6", + similarity_top_k=similarity_top_k, + ref=ref or "", + num_articles_ref=num_articles_ref, + search_algorithm=search_algorithm, + ) + except Exception as e: + return f"Error: {str(e)}" diff --git a/agentstack/_tools/dappier/config.json b/agentstack/_tools/dappier/config.json new file mode 100644 index 00000000..715a41a4 --- /dev/null +++ b/agentstack/_tools/dappier/config.json @@ -0,0 +1,20 @@ +{ + "name": "dappier", + "url": "https://www.dappier.com/", + "category": "search", + "env": { + "DAPPIER_API_KEY": null + }, + "dependencies": ["dappier>=0.3.5"], + "tools": [ + "real_time_web_search", + "stock_market_data_search", + "get_sports_news", + "get_lifestyle_news", + "get_iheartdogs_content", + "get_iheartcats_content", + "get_greenmonster_guides", + "get_wishtv_news" + ], + "cta": "Create an API key at https://platform.dappier.com/profile/api-keys/" +} diff --git a/docs/llms.txt b/docs/llms.txt index e904cfa5..d273a7cf 100644 --- a/docs/llms.txt +++ b/docs/llms.txt @@ -1287,6 +1287,7 @@ description: 'AgentStack tools from community contributors' ## Search - [Perplexity](/tools/tool/perplexity) +- [Dappier](/tools/tool/dappier) ## Memory / State diff --git a/docs/tools/community.mdx b/docs/tools/community.mdx index ae703bb4..37dbc064 100644 --- a/docs/tools/community.mdx +++ b/docs/tools/community.mdx @@ -13,6 +13,7 @@ description: 'AgentStack tools from community contributors' ## Search - [Perplexity](/tools/tool/perplexity) +- [Dappier](/tools/tool/dappier) ## Memory / State diff --git a/docs/tools/tool/dappier.mdx b/docs/tools/tool/dappier.mdx new file mode 100644 index 00000000..816dd728 --- /dev/null +++ b/docs/tools/tool/dappier.mdx @@ -0,0 +1,66 @@ +--- +title: Dappier +description: Real-time web and content search for agents +icon: search +--- + +Dappier is a real time search that connects any AI to proprietary, real-time data — including web search, news, sports, stock market data, and premium publisher content. + +## Description +Dappier Real-Time Search provides instant access to live web search results and AI-powered recommendations with: + +- Real-Time Web Search offering up-to-the-minute results from Google, financial markets, and global news +- Specialized Content Models trained on curated datasets for domains like sports, lifestyle, pet care, sustainability, and multicultural news +- Intelligent Query Routing that automatically selects the appropriate model based on user input + +### Core Features: + +- Web Search - Perform real-time web lookups across news, stocks, travel, weather, and more +- Stock Market Data - Retrieve live financial news, stock prices, and trades +- Content Recommendations - Get semantically matched articles tailored to user interests +- Domain-Specific Models - Specialized AI trained on lifestyle, pets, sports, and green living + +### Output Formats: + +- Summarized real-time search results +- Curated lists of recommended articles +- Live financial and stock market insights +- Structured query-to-content responses + +## Available Models and Functions + +> Explore various AI models and data models available at [Dappier Marketplace](https://marketplace.dappier.com/marketplace). + + +### AI Models + +| Function | Model | Description | Arguments | +|:---|:---|:---|:---| +| `real_time_web_search` | `am_01j06ytn18ejftedz6dyhz2b15` | Perform a real-time web search across Google, news, weather, and travel data. | `query: str` | +| `stock_market_data_search` | `am_01j749h8pbf7ns8r1bq9s2evrh` | Perform a real-time stock market data search including stock prices and financial news. | `query: str` | + +### Data Models + +| Function | Model | Description | Arguments | +|:---|:---|:---|:---| +| `get_sports_news` | `dm_01j0pb465keqmatq9k83dthx34` | Get real-time sports news and updates from top sports sources. | `query: str`, `similarity_top_k: int`, `ref: Optional[str]`, `num_articles_ref: int`, `search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"]` | +| `get_lifestyle_news` | `dm_01j0q82s4bfjmsqkhs3ywm3x6y` | Access real-time lifestyle news and insights from popular publications. | `query: str`, `similarity_top_k: int`, `ref: Optional[str]`, `num_articles_ref: int`, `search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"]` | +| `get_iheartdogs_content` | `dm_01j1sz8t3qe6v9g8ad102kvmqn` | Fetch dog care articles on health, behavior, and grooming from iHeartDogs. | `query: str`, `similarity_top_k: int`, `ref: Optional[str]`, `num_articles_ref: int`, `search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"]` | +| `get_iheartcats_content` | `dm_01j1sza0h7ekhaecys2p3y0vmj` | Fetch cat care content on health, lifestyle, and behavior from iHeartCats. | `query: str`, `similarity_top_k: int`, `ref: Optional[str]`, `num_articles_ref: int`, `search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"]` | +| `get_greenmonster_guides` | `dm_01j5xy9w5sf49bm6b1prm80m27` | Access eco-conscious lifestyle articles from GreenMonster. | `query: str`, `similarity_top_k: int`, `ref: Optional[str]`, `num_articles_ref: int`, `search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"]` | +| `get_wishtv_news` | `dm_01jagy9nqaeer9hxx8z1sk1jx6` | Get news updates on politics, entertainment, and multicultural topics from WISH-TV. | `query: str`, `similarity_top_k: int`, `ref: Optional[str]`, `num_articles_ref: int`, `search_algorithm: Literal["most_recent", "semantic", "most_recent_semantic", "trending"]` | + +## Installation + +```bash +agentstack tools add dappier +``` + +Set the environment variable + +```env +DAPPIER_API_KEY=... +``` + +## Usage +Dappier can be configured for different behaviors by modifying `src/tools/dappier_tool.py`. From ccda75dcd1e06dccdeb253d30d902b6e555da546 Mon Sep 17 00:00:00 2001 From: Amaan Date: Thu, 1 May 2025 13:25:08 +0530 Subject: [PATCH 31/39] add an example for stock market researcher using dappier real time data --- examples/stock_market_research/.env.example | 6 + examples/stock_market_research/.gitignore | 166 ++++++++++++++++++ examples/stock_market_research/LICENSE.md | 10 ++ examples/stock_market_research/README.md | 37 ++++ .../stock_market_research/agentstack.json | 11 ++ examples/stock_market_research/pyproject.toml | 15 ++ .../stock_market_research/src/__init__.py | 0 .../src/config/agents.yaml | 44 +++++ .../src/config/inputs.yaml | 1 + .../src/config/tasks.yaml | 80 +++++++++ examples/stock_market_research/src/crew.py | 87 +++++++++ examples/stock_market_research/src/main.py | 61 +++++++ .../src/tools/__init__.py | 2 + 13 files changed, 520 insertions(+) create mode 100644 examples/stock_market_research/.env.example create mode 100644 examples/stock_market_research/.gitignore create mode 100644 examples/stock_market_research/LICENSE.md create mode 100644 examples/stock_market_research/README.md create mode 100644 examples/stock_market_research/agentstack.json create mode 100644 examples/stock_market_research/pyproject.toml create mode 100644 examples/stock_market_research/src/__init__.py create mode 100644 examples/stock_market_research/src/config/agents.yaml create mode 100644 examples/stock_market_research/src/config/inputs.yaml create mode 100644 examples/stock_market_research/src/config/tasks.yaml create mode 100644 examples/stock_market_research/src/crew.py create mode 100644 examples/stock_market_research/src/main.py create mode 100644 examples/stock_market_research/src/tools/__init__.py diff --git a/examples/stock_market_research/.env.example b/examples/stock_market_research/.env.example new file mode 100644 index 00000000..4272c015 --- /dev/null +++ b/examples/stock_market_research/.env.example @@ -0,0 +1,6 @@ +#AGENTOPS_API_KEY=... +#OPENAI_API_KEY=... + +# Tools + +#DAPPIER_API_KEY=... diff --git a/examples/stock_market_research/.gitignore b/examples/stock_market_research/.gitignore new file mode 100644 index 00000000..7105da50 --- /dev/null +++ b/examples/stock_market_research/.gitignore @@ -0,0 +1,166 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/latest/usage/project/#working-with-version-control +.pdm.toml +.pdm-python +.pdm-build/ + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +.agentops/ +agentstack.log +.agentstack* \ No newline at end of file diff --git a/examples/stock_market_research/LICENSE.md b/examples/stock_market_research/LICENSE.md new file mode 100644 index 00000000..41752f3b --- /dev/null +++ b/examples/stock_market_research/LICENSE.md @@ -0,0 +1,10 @@ + +MIT License + +Copyright (c) 2025 Name + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. \ No newline at end of file diff --git a/examples/stock_market_research/README.md b/examples/stock_market_research/README.md new file mode 100644 index 00000000..118a6a41 --- /dev/null +++ b/examples/stock_market_research/README.md @@ -0,0 +1,37 @@ +# stock_market_research + + +## How to build your Crew Agent +### With the CLI +Add an agent using AgentStack with the CLI: +`agentstack generate agent ` +You can also shorten this to `agentstack g a ` +For wizard support use `agentstack g a --wizard` +Finally for creation in the CLI alone, use `agentstack g a --role/-r --goal/-g --backstory/-b --model/-m ` + +This will automatically create a new agent in the `agents.yaml` config as well as in your code. Either placeholder strings will be used, or data included in the wizard. + +Similarly, tasks can be created with `agentstack g t ` + +Add tools with `agentstack tools add` and view tools available with `agentstack tools list` + +## How to use your Agent +In this directory, run `uv pip install --requirements pyproject.toml` + +To run your project, use the following command: +`agentstack run` + +This will initialize your crew of AI agents and begin task execution as defined in your configuration in the main.py file. + +#### Replay Tasks from Latest Crew Kickoff: + +CrewAI now includes a replay feature that allows you to list the tasks from the last run and replay from a specific one. To use this feature, run: +`crewai replay ` +Replace with the ID of the task you want to replay. + +#### Reset Crew Memory +If you need to reset the memory of your crew before running it again, you can do so by calling the reset memory feature: +`crewai reset-memory` +This will clear the crew's memory, allowing for a fresh start. + +> 🪩 Project built with [AgentStack](https://github.com/AgentOps-AI/AgentStack) \ No newline at end of file diff --git a/examples/stock_market_research/agentstack.json b/examples/stock_market_research/agentstack.json new file mode 100644 index 00000000..dd52d7ba --- /dev/null +++ b/examples/stock_market_research/agentstack.json @@ -0,0 +1,11 @@ +{ + "framework": "crewai", + "tools": [ + "dappier" + ], + "default_model": "openai/gpt-4o", + "agentstack_version": "0.3.5", + "template": "stock_market_research", + "template_version": "4", + "use_git": false +} \ No newline at end of file diff --git a/examples/stock_market_research/pyproject.toml b/examples/stock_market_research/pyproject.toml new file mode 100644 index 00000000..5ead5007 --- /dev/null +++ b/examples/stock_market_research/pyproject.toml @@ -0,0 +1,15 @@ +[project] +name = "stock_market_research" +version = "0.0.1" +description = "" +authors = [ + { name = "Name " } +] +license = { text = "MIT" } +requires-python = ">=3.10" + +dependencies = [ + "agentstack>=0.3.5", + "crewai>=0.118.0", + "dappier>=0.3.5", +] diff --git a/examples/stock_market_research/src/__init__.py b/examples/stock_market_research/src/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/examples/stock_market_research/src/config/agents.yaml b/examples/stock_market_research/src/config/agents.yaml new file mode 100644 index 00000000..ea5df986 --- /dev/null +++ b/examples/stock_market_research/src/config/agents.yaml @@ -0,0 +1,44 @@ +web_researcher: + role: >- + A company research analyst that collects structured business data, financials, + and competitive insights from the dappier real time web search. + goal: >- + To compile detailed company profiles using real-time data, covering company overview, + financial performance, and peer benchmarking. + backstory: >- + Trained to support investment research workflows, this agent uses Dappier’s real-time + web search to gather trustworthy and current business information. It builds company + snapshots with industry, CEO, market cap, and financial metrics like revenue and + net income. It also auto-compares the company to peers based on valuation and + performance metrics. + llm: openai/gpt-4o +stock_insights_analyst: + role: >- + A stock market intelligence analyst that retrieves real-time financial data and + curated news using the dappier stock market data search. + goal: >- + To deliver up-to-date stock snapshots, performance metrics, and categorized financial + news for informed investment analysis. + backstory: >- + Trained to analyze real-time financial markets using Dappier’s stock market data + tool, this agent specializes in stock-specific queries. It always includes a valid + natural language query with stock ticker symbol before sending requests. The agent + provides live insights into stock price movements, valuation ratios, earnings, and + sentiment-tagged news from reliable financial feeds like Polygon.io. + llm: openai/gpt-4o +report_analyst: + role: >- + A financial report analyst that consolidates real-time stock and company insights + into a comprehensive markdown report. + goal: >- + To generate an investor-facing, markdown-formatted summary combining company profile, + financials, benchmarking, stock performance, and real-time news with actionable + insights. + backstory: >- + Specialized in synthesizing structured data retrieved by other research agents, + this agent produces detailed markdown reports that explain what's happening with + a given stock ticker, why it matters, and what the short-term outlook may be. + It uses both company-level and stock-level intelligence—ensuring all information + is up-to-date and grounded in real-time data. Forecasts are AI-generated and clearly + marked as non-financial advice. + llm: openai/gpt-4o diff --git a/examples/stock_market_research/src/config/inputs.yaml b/examples/stock_market_research/src/config/inputs.yaml new file mode 100644 index 00000000..553692c3 --- /dev/null +++ b/examples/stock_market_research/src/config/inputs.yaml @@ -0,0 +1 @@ +company_name: Tesla diff --git a/examples/stock_market_research/src/config/tasks.yaml b/examples/stock_market_research/src/config/tasks.yaml new file mode 100644 index 00000000..6b8d8cae --- /dev/null +++ b/examples/stock_market_research/src/config/tasks.yaml @@ -0,0 +1,80 @@ +company_overview: + description: >- + As of {timestamp}, fetch the company overview for {company_name} usin real-time web search. Include + company profile, industry, sector, CEO, headquarters location, employee count, market + capitalization and stock ticker symbol. + expected_output: >- + A structured company profile including: Company Profile, Industry, Sector, CEO, + HQ Location, Employees, Market Cap and the stock ticker symbol. + agent: >- + web_researcher +financials_performance: + description: >- + As of {timestamp}, use real-time web search to extract financial performance data for {company_name}, + including Revenue (TTM), Net Income (TTM), Year-over-Year revenue growth, gross + margin, and recent quarterly trends. Include any earnings trends or management + commentary available. + expected_output: >- + A structured summary of financial metrics for {company_name}: Revenue (TTM), Net + Income (TTM), YoY Revenue Growth, Gross Margin, Quarterly Trends, and Earnings + Commentary. + agent: >- + web_researcher +competitive_benchmarking: + description: >- + As of {timestamp}, perform real-time web search to identify 3-5 peer companies in the same sector + as {company_name}. Extract and compare key metrics such as P/E ratio, revenue, + stock price, and market cap. Highlight any standout metrics where {company_name} + outperforms or underperforms. + expected_output: >- + A comparison table of {company_name} and 3-5 peers showing P/E, revenue, price, + and market cap. Highlight metrics where {company_name} stands out. + agent: >- + web_researcher +real_time_stock_snapshot: + description: >- + As of {timestamp}, convert {company_name} to its stock ticker symbol and retrieve a real-time stock + snapshot using Dappier’s stock market data tool. Include current price with % + daily change, volume, 52-week high/low, P/E ratio, EPS, dividend yield, and chart + data for 1D, 5D, 1M, YTD, and 1Y in the query. + expected_output: >- + A structured stock summary for {company_name}, including: + Price, % Daily Change, Volume, 52-Week High/Low, P/E Ratio, EPS, Dividend Yield, + and chart data for 1D, 5D, 1M, YTD, 1Y. + agent: >- + stock_insights_analyst +news_and_sentiment: + description: >- + As of {timestamp}, convert {company_name} to its stock ticker symbol and fetch a real-time financial + news stream using Dappier’s stock market data tool. Categorize the news by topic: + Earnings, Analyst Ratings, Market Moves, Partnerships, and Legal/Regulatory in the + query. + expected_output: >- + A categorized list of real-time financial news headlines + for {company_name}, organized by topic: Earnings, Analyst + Ratings, Market Moves, Partnerships, Legal/Regulatory in the query. + agent: >- + stock_insights_analyst +generate_investment_report: + description: >- + As of {timestamp}, compile a comprehensive, markdown-formatted investment report + for {company_name} by synthesizing the outputs of all prior tasks: company overview, + financial performance, competitive benchmarking, real-time stock snapshot, and + categorized financial news. Include a concise AI-generated company summary, + structured data tables, sentiment-tagged news, and a narrative insight section. + expected_output: >- + A markdown-formatted investment report containing: + 1. Quick AI summary of {company_name} (e.g., "Apple is a global tech leader…") + 2. Structured company profile: Industry, Sector, CEO, HQ, Employees, Market Cap + 3. Financial performance metrics: Revenue (TTM), Net Income (TTM), YoY Growth, Gross Margin, Trends + 4. Competitive benchmarking table: P/E, Revenue, Stock Price, Market Cap vs. 3–5 peers + 5. Real-time stock snapshot: Price, % Change, Volume, 52W High/Low, P/E, EPS, Dividend, charts + 6. Categorized news: Earnings, Analyst Ratings, Market Moves, Partnerships, Legal/Regulatory (with sentiment tags) + 7. Final 3-part insight section: + - What's going on with {company_name} + - Why it matters + - Outlook (clearly marked as not financial advice) + agent: >- + report_analyst + output_file: reports/{company_name}_investment_report.md + create_directory: true diff --git a/examples/stock_market_research/src/crew.py b/examples/stock_market_research/src/crew.py new file mode 100644 index 00000000..6135a440 --- /dev/null +++ b/examples/stock_market_research/src/crew.py @@ -0,0 +1,87 @@ +from crewai import Agent, Crew, Process, Task +from crewai.project import CrewBase, agent, crew, task +import agentstack + +@CrewBase +class StockmarketresearchCrew(): + """stock_market_research crew""" + + @agent + def web_researcher(self) -> Agent: + return Agent( + config=self.agents_config['web_researcher'], + tools = [ + get_dappier_tool("real_time_web_search") + ], + verbose=True, + ) + + @agent + def stock_insights_analyst(self) -> Agent: + return Agent( + config=self.agents_config['stock_insights_analyst'], + tools = [ + get_dappier_tool("stock_market_data_search") + ], + verbose=True, + ) + + @agent + def report_analyst(self) -> Agent: + return Agent( + config=self.agents_config['report_analyst'], + verbose=True, + ) + + @task + def company_overview(self) -> Task: + return Task( + config=self.tasks_config['company_overview'], + ) + + @task + def financials_performance(self) -> Task: + return Task( + config=self.tasks_config['financials_performance'], + ) + + @task + def competitive_benchmarking(self) -> Task: + return Task( + config=self.tasks_config['competitive_benchmarking'], + ) + + @task + def real_time_stock_snapshot(self) -> Task: + return Task( + config=self.tasks_config['real_time_stock_snapshot'], + ) + + @task + def news_and_sentiment(self) -> Task: + return Task( + config=self.tasks_config['news_and_sentiment'], + ) + + @task + def generate_investment_report(self) -> Task: + return Task( + config=self.tasks_config['generate_investment_report'], + ) + + @crew + def crew(self) -> Crew: + """Creates the Test crew""" + return Crew( + agents=self.agents, # Automatically created by the @agent decorator + tasks=self.tasks, # Automatically created by the @task decorator + process=Process.sequential, + verbose=True, + ) + + +def get_dappier_tool(tool_name: str): + for tool in agentstack.tools["dappier"]: + if tool.name == tool_name: + return tool + return None diff --git a/examples/stock_market_research/src/main.py b/examples/stock_market_research/src/main.py new file mode 100644 index 00000000..674c3d3a --- /dev/null +++ b/examples/stock_market_research/src/main.py @@ -0,0 +1,61 @@ +#!/usr/bin/env python +from datetime import datetime +import sys +from crew import StockmarketresearchCrew +import agentstack +import agentops + +agentops.init(default_tags=agentstack.get_tags()) + +instance = StockmarketresearchCrew().crew() + +def run(): + """ + Run the agent. + """ + inputs = agentstack.get_inputs() + inputs["timestamp"] = datetime.utcnow().isoformat() + + instance.kickoff(inputs=inputs) + + +def train(): + """ + Train the crew for a given number of iterations. + """ + try: + instance.train( + n_iterations=int(sys.argv[1]), + filename=sys.argv[2], + inputs=agentstack.get_inputs(), + ) + except Exception as e: + raise Exception(f"An error occurred while training the crew: {e}") + + +def replay(): + """ + Replay the crew execution from a specific task. + """ + try: + instance.replay(task_id=sys.argv[1]) + except Exception as e: + raise Exception(f"An error occurred while replaying the crew: {e}") + + +def test(): + """ + Test the crew execution and returns the results. + """ + try: + instance.test( + n_iterations=int(sys.argv[1]), + openai_model_name=sys.argv[2], + inputs=agentstack.get_inputs(), + ) + except Exception as e: + raise Exception(f"An error occurred while replaying the crew: {e}") + + +if __name__ == '__main__': + run() \ No newline at end of file diff --git a/examples/stock_market_research/src/tools/__init__.py b/examples/stock_market_research/src/tools/__init__.py new file mode 100644 index 00000000..ebbad834 --- /dev/null +++ b/examples/stock_market_research/src/tools/__init__.py @@ -0,0 +1,2 @@ + +# tool import \ No newline at end of file From edb3692cff4449f951b68c0514741230694617a2 Mon Sep 17 00:00:00 2001 From: Amaan Date: Thu, 1 May 2025 13:35:47 +0530 Subject: [PATCH 32/39] update inputs.yaml --- examples/stock_market_research/src/config/inputs.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/stock_market_research/src/config/inputs.yaml b/examples/stock_market_research/src/config/inputs.yaml index 553692c3..69e8d3bc 100644 --- a/examples/stock_market_research/src/config/inputs.yaml +++ b/examples/stock_market_research/src/config/inputs.yaml @@ -1 +1 @@ -company_name: Tesla +company_name: tesla From 5819471207ca574e65b44cd84cd5178429fec7e3 Mon Sep 17 00:00:00 2001 From: Amaan Date: Thu, 1 May 2025 13:43:59 +0530 Subject: [PATCH 33/39] add tesla investment report as an example --- .../reports/tesla_investment_report.md | 88 +++++++++++++++++++ 1 file changed, 88 insertions(+) create mode 100644 examples/stock_market_research/reports/tesla_investment_report.md diff --git a/examples/stock_market_research/reports/tesla_investment_report.md b/examples/stock_market_research/reports/tesla_investment_report.md new file mode 100644 index 00000000..93975897 --- /dev/null +++ b/examples/stock_market_research/reports/tesla_investment_report.md @@ -0,0 +1,88 @@ +# Tesla Investment Report + +## 1. Company Summary +Tesla, Inc. is a pioneering leader in the automotive industry, specifically in electric vehicles. Known for its innovative technologies and commitment to sustainability, Tesla aims to accelerate the world's transition to renewable energy. Under the leadership of CEO Elon Musk, the company continues to push boundaries with cutting-edge solutions in energy storage and autonomous driving. + +## 2. Company Profile +| Attribute | Detail | +|-----------------|-----------------------------------| +| **Industry** | Automotive | +| **Sector** | Electric Vehicles | +| **CEO** | Elon Musk | +| **Headquarters**| Palo Alto, California, USA | +| **Employees** | Approximately 140,473 | +| **Market Cap** | About $921 billion | + +## 3. Financial Performance +- **Revenue (TTM):** $19.3 billion (down 9% YoY) +- **Net Income (TTM):** $399 million (down 66% YoY) +- **YoY Revenue Growth:** -9% +- **Gross Margin:** 16.3% +- **Quarterly Trends:** + - Vehicle deliveries decreased by 13% to 336,681 units. + - Operating income fell, leading to an operating margin of 2.1%, down from 5.5% in Q1 2024. + +## 4. Competitive Benchmarking +| Company | P/E Ratio | Revenue (Billion USD) | Stock Price (USD) | Market Cap (Billion USD) | +|---------------------|-----------|-----------------------|-------------------|--------------------------| +| **Tesla** | 82.7 | 19.3 | 250.00 approx. | 833 | +| Rivian Automotive | N/A | 1.8 | 20.50 | 18 | +| Lucid Motors | N/A | 1.1 | 8.75 | 12 | +| Ford Motor Company | 11.5 | 50 | 14.20 | 56 | +| General Motors | 6.8 | 40 | 32.50 | 45 | +| NIO Inc. | N/A | 5.5 | 12.00 | 20 | +| Xpeng Inc. | N/A | 3.2 | 10.50 | 15 | +| BYD Company | 40.3 | 30 | 40.00 | 120 | + +## 5. Real-time Stock Snapshot +- **Current Price:** $260.54 +- **% Daily Change:** -0.08% +- **Volume:** 1,000 shares +- **52-Week High/Low:** $313.80/$101.81 +- **P/E Ratio:** 50.76 +- **EPS:** $5.13 +- **Dividend Yield:** 0.00% (Tesla does not pay a dividend) + +### Chart Data +- **1 Day:** Price fluctuated around $260.54. +- **5 Days:** Slight decline in price. +- **1 Month:** Decrease from approximately $270.00. +- **YTD:** Increased from around $200.00. +- **1 Year:** Significant rise from $101.81 to current levels. + +## 6. Categorized Financial News +### Earnings +- **Sentiment:** Mildly Negative + - Tesla's Q3 vehicle deliveries of 430,488 missed estimates, yet the company maintains a target of 1.8 million units for the year. + +### Analyst Ratings +- **Sentiment:** Cautiously Negative + - Analysts foresee potential EPS estimate decreases by $0.30 to $0.50 for 2024 after the sales report. + +### Market Moves +- **Sentiment:** Neutral + - Cathie Wood's Ark Invest executed significant sales of Tesla stock, summing $30 million over a week. + +### Partnerships +- **No Recent Updates** + +### Legal/Regulatory +- **No Recent Updates** + +### Additional News +1. **Cathie Wood's Ark Sells Tesla Stock** + - Significant disposals hint at strategic repositioning. +2. **Tesla Continues with Price Cuts** + - U.S. Model Y and 3 EVs prices reduced amid soft sales. +3. **EV Sector Performance** + - Despite volatility, Tesla's stock shows resilience. + +## 7. Insight Section +### What's Going On with Tesla +Tesla is navigating through a period of declining deliveries and income, yet remains a leader in EV innovation. Despite missing sales targets, the company sustains its aspirations for high production and delivery volumes this year. + +### Why It Matters +Tesla's market leadership and technology advances are pivotal in shaping the EV landscape. Current financial adjustments reflect shifts in market dynamics and cost management strategies that impact both its short-term financial health and long-term growth prospects. + +### Outlook (Not Financial Advice) +Tesla is poised to stabilize through strategic cost measures. While challenges in deliveries persist, long-term value creation remains, bolstered by continuous innovation. Investors should weigh risks with growth potential as Tesla adjusts its global strategy. \ No newline at end of file From bb12c850ae8877ea07592a06b75e1ea8758127b9 Mon Sep 17 00:00:00 2001 From: Amaan Date: Thu, 1 May 2025 23:52:02 +0530 Subject: [PATCH 34/39] fine tune the prompt to get latest news and stock prices --- .../reports/tesla_investment_report.md | 138 +++++++++--------- .../src/config/tasks.yaml | 19 ++- 2 files changed, 79 insertions(+), 78 deletions(-) diff --git a/examples/stock_market_research/reports/tesla_investment_report.md b/examples/stock_market_research/reports/tesla_investment_report.md index 93975897..8c08b366 100644 --- a/examples/stock_market_research/reports/tesla_investment_report.md +++ b/examples/stock_market_research/reports/tesla_investment_report.md @@ -1,88 +1,84 @@ -# Tesla Investment Report +# Investment Report: Tesla, Inc. (TSLA) -## 1. Company Summary -Tesla, Inc. is a pioneering leader in the automotive industry, specifically in electric vehicles. Known for its innovative technologies and commitment to sustainability, Tesla aims to accelerate the world's transition to renewable energy. Under the leadership of CEO Elon Musk, the company continues to push boundaries with cutting-edge solutions in energy storage and autonomous driving. +## 1. AI Summary of Tesla + +Tesla is a leading force in the automotive industry, particularly in electric vehicles, under the leadership of CEO Elon Musk. With a vision to accelerate the world's transition to sustainable energy, Tesla continues to innovate across vehicle production and energy solutions. Despite recent financial pressures, Tesla is committed to its long-term growth objectives. ## 2. Company Profile -| Attribute | Detail | -|-----------------|-----------------------------------| -| **Industry** | Automotive | -| **Sector** | Electric Vehicles | -| **CEO** | Elon Musk | -| **Headquarters**| Palo Alto, California, USA | -| **Employees** | Approximately 140,473 | -| **Market Cap** | About $921 billion | - -## 3. Financial Performance -- **Revenue (TTM):** $19.3 billion (down 9% YoY) -- **Net Income (TTM):** $399 million (down 66% YoY) -- **YoY Revenue Growth:** -9% -- **Gross Margin:** 16.3% -- **Quarterly Trends:** - - Vehicle deliveries decreased by 13% to 336,681 units. - - Operating income fell, leading to an operating margin of 2.1%, down from 5.5% in Q1 2024. + +- **Industry/Sector**: Automotive / Electric Vehicles +- **CEO**: Elon Musk +- **Headquarters Location**: Palo Alto, California, USA +- **Employee Count**: Approximately 125,665 +- **Market Capitalization**: Around $921 billion +- **Stock Ticker Symbol**: TSLA + +## 3. Financial Performance Metrics + +| Metric | Value | +|-----------------------------|--------------------------| +| **Revenue (TTM)** | $95.72 billion | +| **Net Income (TTM)** | $1.5 billion | +| **YoY Revenue Growth** | -9.20% | +| **Gross Margin** | 16.3% | +| **Operating Income** | $400 million | +| **Operating Margin** | 2.1% | +| **Q1 2025 Highlights** | Significant margin pressures; Energy storage deployments up 154% YoY | ## 4. Competitive Benchmarking -| Company | P/E Ratio | Revenue (Billion USD) | Stock Price (USD) | Market Cap (Billion USD) | -|---------------------|-----------|-----------------------|-------------------|--------------------------| -| **Tesla** | 82.7 | 19.3 | 250.00 approx. | 833 | -| Rivian Automotive | N/A | 1.8 | 20.50 | 18 | -| Lucid Motors | N/A | 1.1 | 8.75 | 12 | -| Ford Motor Company | 11.5 | 50 | 14.20 | 56 | -| General Motors | 6.8 | 40 | 32.50 | 45 | -| NIO Inc. | N/A | 5.5 | 12.00 | 20 | -| Xpeng Inc. | N/A | 3.2 | 10.50 | 15 | -| BYD Company | 40.3 | 30 | 40.00 | 120 | - -## 5. Real-time Stock Snapshot -- **Current Price:** $260.54 -- **% Daily Change:** -0.08% -- **Volume:** 1,000 shares -- **52-Week High/Low:** $313.80/$101.81 -- **P/E Ratio:** 50.76 -- **EPS:** $5.13 -- **Dividend Yield:** 0.00% (Tesla does not pay a dividend) - -### Chart Data -- **1 Day:** Price fluctuated around $260.54. -- **5 Days:** Slight decline in price. -- **1 Month:** Decrease from approximately $270.00. -- **YTD:** Increased from around $200.00. -- **1 Year:** Significant rise from $101.81 to current levels. -## 6. Categorized Financial News -### Earnings -- **Sentiment:** Mildly Negative - - Tesla's Q3 vehicle deliveries of 430,488 missed estimates, yet the company maintains a target of 1.8 million units for the year. +| Company | Market Cap (B) | Stock Price | P/E Ratio | Revenue (TTM) (B) | +|---------------|----------------|-------------|-----------|-------------------| +| **Tesla, Inc.** (TSLA) | $921 | ~$220 | ~60 | $95.72 | +| **NIO Inc.** (NIO) | $30 | ~$12 | ~25 | $6.5 | +| **Rivian Automotive, Inc.** (RIVN) | $18 | ~$10 | N/A (losses) | $1.5 | +| **Lucid Motors, Inc.** (LCID) | $12 | ~$8 | N/A (losses) | $1 | +| **Li Auto Inc.** (LI) | $20 | ~$15 | ~30 | $5 | + +### Key Highlights: +- Tesla's market cap and revenue far exceed those of its peers. +- High P/E ratio suggests strong investor confidence in future growth. + +## 5. Real-Time Stock Snapshot -### Analyst Ratings -- **Sentiment:** Cautiously Negative - - Analysts foresee potential EPS estimate decreases by $0.30 to $0.50 for 2024 after the sales report. +- **Current Price:** $282.86 +- **Daily Change:** +$3.21 (+1.15%) +- **Volume:** 1,500,000 shares +- **52-Week High:** $350.00 +- **52-Week Low:** $180.00 +- **P/E Ratio:** 45.67 +- **EPS:** $6.19 +- **Dividend Yield:** 0.00% -### Market Moves -- **Sentiment:** Neutral - - Cathie Wood's Ark Invest executed significant sales of Tesla stock, summing $30 million over a week. +### Price Performance: +- **1 Day:** +1.15% +- **5 Days:** +3.50% +- **1 Month:** +5.00% +- **YTD:** +15.00% +- **1 Year:** +25.00% -### Partnerships -- **No Recent Updates** +## 6. Categorized Financial News -### Legal/Regulatory -- **No Recent Updates** +### Market Moves: +- **Unfortunate News for Tesla Stock Investors** (Sentiment: Negative) - Reporting on increased tariffs impacting costs and likely reducing margins. [Read more](https://www.fool.com/investing/2025/05/01/unfortunate-news-for-tesla-stock-investors/?source=iedfolrf0000001) -### Additional News -1. **Cathie Wood's Ark Sells Tesla Stock** - - Significant disposals hint at strategic repositioning. -2. **Tesla Continues with Price Cuts** - - U.S. Model Y and 3 EVs prices reduced amid soft sales. -3. **EV Sector Performance** - - Despite volatility, Tesla's stock shows resilience. +### Partnerships: +- **Why Tesla Stock Hit the Brakes Today** (Sentiment: Cautious) - Analysis on the potential impact of a new Waymo-Toyota partnership on Tesla's autonomous driving strategies. [Read more](https://www.fool.com/investing/2025/04/30/why-tesla-stock-hit-the-brakes-today/?source=iedfolrf0000001) ## 7. Insight Section -### What's Going On with Tesla -Tesla is navigating through a period of declining deliveries and income, yet remains a leader in EV innovation. Despite missing sales targets, the company sustains its aspirations for high production and delivery volumes this year. + +### What's Going on with Tesla + +Tesla is facing margin pressures due to increased costs associated with tariffs and inventory management challenges. Yet, the company shows resilience with strong energy storage growth and sustained leadership in the EV sector. ### Why It Matters -Tesla's market leadership and technology advances are pivotal in shaping the EV landscape. Current financial adjustments reflect shifts in market dynamics and cost management strategies that impact both its short-term financial health and long-term growth prospects. + +These financial and market challenges are pivotal as they may influence Tesla's global competitiveness, investor sentiment, and stock performance. The automotive industry's pivot towards autonomous technology is also critical to maintain Tesla's edge over competitors. ### Outlook (Not Financial Advice) -Tesla is poised to stabilize through strategic cost measures. While challenges in deliveries persist, long-term value creation remains, bolstered by continuous innovation. Investors should weigh risks with growth potential as Tesla adjusts its global strategy. \ No newline at end of file + +Despite current challenges, Tesla’s innovative approach and substantial market presence suggest potential for recovery and growth, especially with strategic advancements in energy and technology. Investors should monitor upcoming financial releases and market conditions as Tesla revisits its guidance. + +``` + +This comprehensive report covers Tesla’s current status, competitive positioning, real-time performance, latest news impacts, and a forward-looking insight narrative, all formatted in detailed markdown style. \ No newline at end of file diff --git a/examples/stock_market_research/src/config/tasks.yaml b/examples/stock_market_research/src/config/tasks.yaml index 6b8d8cae..0429f939 100644 --- a/examples/stock_market_research/src/config/tasks.yaml +++ b/examples/stock_market_research/src/config/tasks.yaml @@ -1,16 +1,17 @@ company_overview: description: >- - As of {timestamp}, fetch the company overview for {company_name} usin real-time web search. Include - company profile, industry, sector, CEO, headquarters location, employee count, market + As of {timestamp}, fetch the company overview for {company_name} using real-time web search with the timestamp. Include + company profile, industry, sector, CEO, headquarters location, employee count, market capitalization and stock ticker symbol. expected_output: >- A structured company profile including: Company Profile, Industry, Sector, CEO, HQ Location, Employees, Market Cap and the stock ticker symbol. agent: >- web_researcher + financials_performance: description: >- - As of {timestamp}, use real-time web search to extract financial performance data for {company_name}, + As of {timestamp}, use real-time web search with the timestamp to extract financial performance data for {company_name}, including Revenue (TTM), Net Income (TTM), Year-over-Year revenue growth, gross margin, and recent quarterly trends. Include any earnings trends or management commentary available. @@ -20,9 +21,10 @@ financials_performance: Commentary. agent: >- web_researcher + competitive_benchmarking: description: >- - As of {timestamp}, perform real-time web search to identify 3-5 peer companies in the same sector + As of {timestamp}, perform real-time web search with the timestamp to identify 3-5 peer companies in the same sector as {company_name}. Extract and compare key metrics such as P/E ratio, revenue, stock price, and market cap. Highlight any standout metrics where {company_name} outperforms or underperforms. @@ -31,10 +33,11 @@ competitive_benchmarking: and market cap. Highlight metrics where {company_name} stands out. agent: >- web_researcher + real_time_stock_snapshot: description: >- As of {timestamp}, convert {company_name} to its stock ticker symbol and retrieve a real-time stock - snapshot using Dappier’s stock market data tool. Include current price with % + snapshot using Dappier’s stock market data tool with the timestamp. Include current price with % daily change, volume, 52-week high/low, P/E ratio, EPS, dividend yield, and chart data for 1D, 5D, 1M, YTD, and 1Y in the query. expected_output: >- @@ -43,10 +46,11 @@ real_time_stock_snapshot: and chart data for 1D, 5D, 1M, YTD, 1Y. agent: >- stock_insights_analyst + news_and_sentiment: description: >- As of {timestamp}, convert {company_name} to its stock ticker symbol and fetch a real-time financial - news stream using Dappier’s stock market data tool. Categorize the news by topic: + news stream using Dappier’s stock market data tool with the timestamp. Categorize the news by topic: Earnings, Analyst Ratings, Market Moves, Partnerships, and Legal/Regulatory in the query. expected_output: >- @@ -55,12 +59,13 @@ news_and_sentiment: Ratings, Market Moves, Partnerships, Legal/Regulatory in the query. agent: >- stock_insights_analyst + generate_investment_report: description: >- As of {timestamp}, compile a comprehensive, markdown-formatted investment report for {company_name} by synthesizing the outputs of all prior tasks: company overview, financial performance, competitive benchmarking, real-time stock snapshot, and - categorized financial news. Include a concise AI-generated company summary, + categorized financial news. Use the timestamp in all queries. Include a concise AI-generated company summary, structured data tables, sentiment-tagged news, and a narrative insight section. expected_output: >- A markdown-formatted investment report containing: From 20aa461cfdf0160aa6181a5196c230168d4ff08f Mon Sep 17 00:00:00 2001 From: Amaan Date: Thu, 1 May 2025 23:52:50 +0530 Subject: [PATCH 35/39] use current utc time --- examples/stock_market_research/src/main.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/stock_market_research/src/main.py b/examples/stock_market_research/src/main.py index 674c3d3a..7be0e6c0 100644 --- a/examples/stock_market_research/src/main.py +++ b/examples/stock_market_research/src/main.py @@ -1,5 +1,5 @@ #!/usr/bin/env python -from datetime import datetime +from datetime import datetime, timezone import sys from crew import StockmarketresearchCrew import agentstack @@ -14,7 +14,7 @@ def run(): Run the agent. """ inputs = agentstack.get_inputs() - inputs["timestamp"] = datetime.utcnow().isoformat() + inputs["timestamp"] = datetime.now(timezone.utc).isoformat() instance.kickoff(inputs=inputs) From e9dd89a1482a996d1f62501e310b130779d973bc Mon Sep 17 00:00:00 2001 From: Haakam Aujla Date: Thu, 1 May 2025 14:29:52 -0400 Subject: [PATCH 36/39] Undo formatting --- docs/tools/community.mdx | 26 +++++++++++--------------- 1 file changed, 11 insertions(+), 15 deletions(-) diff --git a/docs/tools/community.mdx b/docs/tools/community.mdx index c083f5be..40d5b3cd 100644 --- a/docs/tools/community.mdx +++ b/docs/tools/community.mdx @@ -1,24 +1,20 @@ --- -title: Community Tools -description: AgentStack tools from community contributors +title: 'Community Tools' +description: 'AgentStack tools from community contributors' --- ## Email - -- [AgentMail](/tools/tool/agentmail) + - [AgentMail](/tools/tool/agentmail) ## Web Retrieval - - [AgentQL](/tools/tool/agentql) ## Browsing -[//]: # "- [Browserbase](/tools/tool/browserbase)" - +[//]: # (- [Browserbase](/tools/tool/browserbase)) - [Firecrawl](/tools/tool/firecrawl) ## Search - - [Perplexity](/tools/tool/perplexity) ## Memory / State @@ -26,8 +22,7 @@ description: AgentStack tools from community contributors - [Mem0](/tools/tool/mem0) ## Database Tools - -- [Neon](/tools/tool/neon) +- [Neon](/tools/tool/neon) ## Code Execution @@ -38,16 +33,17 @@ description: AgentStack tools from community contributors - [Composio](/tools/tool/composio) ## Network Protocols - - [Agent Connect](/tools/tool/agent-connect) ## Application Specific - - [Stripe](/tools/tool/stripe) - [Payman](/tools/tool/payman) - - + Default tools in AgentStack - + \ No newline at end of file From 71e5b8cae96d66da45998e8d0334bdddd288d9fd Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 5 May 2025 14:53:20 -0700 Subject: [PATCH 37/39] update deps --- pyproject.toml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 5c9f2aa6..7c74a9b9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,7 +15,7 @@ readme = "README.md" requires-python = ">=3.10" dependencies = [ - "agentops>=0.3.18", + "agentops>=0.4.9", "typer>=0.12.5", "inquirer>=3.4.0", "art>=6.3", @@ -45,7 +45,7 @@ test = [ "tox", ] crewai = [ - "crewai==0.100.0", + "crewai==0.118.0", "crewai-tools==0.33.0", "shapely==2.0.6" # crewai-tools needs this, but 2.0.7 is broken ] From 12f02c9d77a799718977a65be3a249b1ce1b33db Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 5 May 2025 15:05:02 -0700 Subject: [PATCH 38/39] version bump --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 7c74a9b9..a2bd4ef5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta" [project] name = "agentstack" -version = "0.3.5" +version = "0.3.6" description = "The fastest way to build robust AI agents" authors = [ { name="Braelyn Boynton", email="bboynton97@gmail.com" }, From d388e06c9190667b8a436f4af39674f491f3e652 Mon Sep 17 00:00:00 2001 From: Braelyn Boynton Date: Mon, 5 May 2025 16:22:47 -0700 Subject: [PATCH 39/39] nullish coalescing --- agentstack/cli/cli.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/agentstack/cli/cli.py b/agentstack/cli/cli.py index a3bd2bdd..0b3f8644 100644 --- a/agentstack/cli/cli.py +++ b/agentstack/cli/cli.py @@ -55,7 +55,7 @@ def validate(text: str) -> str | bool: value = questionary.text( message, - default=default, + default=default or "", validate=validate if validate_func or min_length or snake_case else None, ).ask()