TensorLake agent example

agents/tensorlake/tensorlake-agent/.editorconfig

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+# EditorConfig is awesome: https://EditorConfig.org
+
+# top-most EditorConfig file
+root = true
+
+[*]
+indent_style = space
+indent_size = 2
+end_of_line = lf
+charset = utf-8
+trim_trailing_whitespace = false
+insert_final_newline = true

agents/tensorlake/tensorlake-agent/.gitignore

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+# 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
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+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
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+# Sphinx documentation
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+
+# 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
+
+# UV
+#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#uv.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
+.env.development
+.env.production
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
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+# 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/
+
+# Ruff stuff:
+.ruff_cache/
+
+# PyPI configuration file
+.pypirc
+
+# Agentuity
+.agentuity
+.agentuity-crash-*.json

agents/tensorlake/tensorlake-agent/.python-version

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+3.11

agents/tensorlake/tensorlake-agent/AGENTS.md

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+# Agentuity Python Agent Development
+
+This guide provides comprehensive instructions for developing AI agents using the Agentuity platform with Python.
+
+## 1. Agent Development Guidelines
+
+- Prefer using the `agentuity agent create` command to create a new Agent
+- Prefer importing types from the `agentuity` package
+- The file should define an async function named `run`
+- All code should follow Python best practices and type hints
+- Use the provided logger from the `AgentContext` interface such as `context.logger.info("my message: %s", "hello")`
+
+### Example Agent File
+
+```python
+from agentuity import AgentRequest, AgentResponse, AgentContext
+
+async def run(request: AgentRequest, response: AgentResponse, context: AgentContext):
+    return response.json({"hello": "world"})
+```
+
+## 2. Core Interfaces
+
+### Agent Handler
+
+The main handler function for an agent:
+
+```python
+async def run(
+    request: AgentRequest,
+    response: AgentResponse,
+    context: AgentContext
+) -> Any:
+    # Agent implementation
+    pass
+```
+
+### AgentRequest
+
+The `AgentRequest` class provides methods for accessing request data:
+
+- `request.trigger`: Gets the trigger type of the request
+- `request.metadata`: Gets metadata associated with the request
+- `request.get(key, default)`: Gets a value from the metadata
+- `request.data.contentType`: Gets the content type of the request payload
+- `request.data.json`: Gets the payload as a JSON object
+- `request.data.text`: Gets the payload as a string
+- `request.data.binary`: Gets the payload as bytes
+
+### AgentResponse
+
+The `AgentResponse` class provides methods for creating responses:
+
+- `response.json(data, metadata)`: Creates a JSON response
+- `response.text(data, metadata)`: Creates a text response
+- `response.binary(data, content_type, metadata)`: Creates a binary response
+- `response.html(data, metadata)`: Creates an HTML response
+- `response.empty(metadata)`: Creates an empty response
+- `response.handoff(params, args, metadata)`: Redirects to another agent
+- Media-specific methods: `pdf()`, `png()`, `jpeg()`, `gif()`, `mp3()`, `mp4()`, etc.
+
+### AgentContext
+
+The `AgentContext` class provides access to various capabilities:
+
+- `context.logger`: Logging functionality
+- `context.kv`: Key-Value storage
+- `context.vector`: Vector storage
+- `context.get_agent(agent_id_or_name)`: Gets a handle to a remote agent
+- `context.tracer`: OpenTelemetry tracing
+- Environment properties: `sdkVersion`, `devmode`, `orgId`, `projectId`, etc.
+
+## 3. Storage APIs
+
+### Key-Value Storage
+
+Access through `context.kv`:
+
+- `await context.kv.get(name, key)`: Retrieves a value
+- `await context.kv.set(name, key, value, params)`: Stores a value with optional params
+- `await context.kv.delete(name, key)`: Deletes a value
+
+### Vector Storage
+
+Access through `context.vector`:
+
+- `await context.vector.upsert(name, *documents)`: Inserts or updates vectors
+- `await context.vector.search(name, params)`: Searches for vectors
+- `await context.vector.delete(name, *ids)`: Deletes vectors
+
+## 4. Logging
+
+Access through `context.logger`:
+
+- `context.logger.debug(message, *args, **kwargs)`: Logs a debug message
+- `context.logger.info(message, *args, **kwargs)`: Logs an informational message
+- `context.logger.warn(message, *args, **kwargs)`: Logs a warning message
+- `context.logger.error(message, *args, **kwargs)`: Logs an error message
+- `context.logger.child(**kwargs)`: Creates a child logger with additional context
+
+## 5. Best Practices
+
+- Use type hints for better IDE support
+- Import types from `agentuity`
+- Use structured error handling with try/except blocks
+- Leverage the provided logger for consistent logging
+- Use the storage APIs for persisting data
+- Consider agent communication for complex workflows
+
+For complete documentation, visit: https://agentuity.dev/SDKs/python/api-reference