Add CrewAI and workflow documentation #4973
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Signed-off-by: yaron2 <schneider.yaron@live.com>
yaron2
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Azure Static Web Apps: Your stage site is ready! Visit it here: https://green-bush-04c343a1e-4973.westus2.4.azurestaticapps.net |
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Azure Static Web Apps: Your stage site is ready! Visit it here: https://kind-hill-063ba6c1e-4973.westus2.5.azurestaticapps.net |
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Azure Static Web Apps: Your stage site is ready! Visit it here: https://kind-hill-063ba6c1e-4973.westus2.5.azurestaticapps.net |
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Azure Static Web Apps: Your stage site is ready! Visit it here: https://green-bush-04c343a1e-4973.westus2.4.azurestaticapps.net |
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| type: docs | ||
| title: "CrewAI" | ||
| linkTitle: "CrewAI" |
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@yaron2 would it make sense to make a new section in the documentation tree that aligns with Dapr Agents & Dapr for Agents?
Developing applications/
| - AI Agents/
| | - Dapr Agents/
| | - Introduction/
| | - ../
| | - Dapr for Agents/
| | - CrewAI/
| | - ../
| | - LangGraph/
| | - ../
| | - Strands Agents/
| | - ../This would also align with the storyline of dapr agents + dapr for agents
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Yes. How would prefer to make agents more visible at a higher level section called AI
Developing applications/
AI/
| - AI Agents/
| | - Dapr Agents/
| | - Introduction/
| | - ../
| | - Dapr for Agents/
| | - CrewAI/
| | - ../
| | - LangGraph/
| | - ../
| | - Strands Agents/
| | - ../
| --- | ||
| type: docs | ||
| title: "CrewAI" | ||
| linkTitle: "CrewAI" |
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Yes. How would prefer to make agents more visible at a higher level section called AI
Developing applications/
AI/
| - AI Agents/
| | - Dapr Agents/
| | - Introduction/
| | - ../
| | - Dapr for Agents/
| | - CrewAI/
| | - ../
| | - LangGraph/
| | - ../
| | - Strands Agents/
| | - ../| Dapr Workflows make it possible to run CrewAI agents **reliably**, **durably**, and **with built-in resiliency**. | ||
| By orchestrating CrewAI tasks with the Dapr Workflow engine, developers can: | ||
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| - Ensure long-running CrewAI work survives crashes and restarts |
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| - Ensure long-running CrewAI work survives crashes and restarts | |
| - Ensure long-running CrewAI work survives crashes and restarts. |
| By orchestrating CrewAI tasks with the Dapr Workflow engine, developers can: | ||
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| - Ensure long-running CrewAI work survives crashes and restarts | ||
| - Get automatic checkpoints, retries, and state recovery |
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| - Get automatic checkpoints, retries, and state recovery | |
| - Get automatic checkpoints, retries, and state recovery. |
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| - Ensure long-running CrewAI work survives crashes and restarts | ||
| - Get automatic checkpoints, retries, and state recovery | ||
| - Run each CrewAI task as a durable activity |
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| - Run each CrewAI task as a durable activity | |
| - Run each CrewAI task as a durable activity. |
| - Ensure long-running CrewAI work survives crashes and restarts | ||
| - Get automatic checkpoints, retries, and state recovery | ||
| - Run each CrewAI task as a durable activity | ||
| - Observe execution through tracing, metrics, and structured logs |
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| - Observe execution through tracing, metrics, and structured logs | |
| - Observe execution through tracing, metrics, and structured logs. |
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| ### Create a Workflow to Run CrewAI Tasks | ||
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| Create a file named crewai_workflow.py and paste the following: |
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Provide an overview explanation of what this application does, to prepare reading the code
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| This component stores: | ||
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| * Checkpoints |
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| * Checkpoints | |
| * Code execution checkpoints |
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Put periods at the end of these sentences
| * Final output data | ||
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| ### Set a CrewAI LLM Provider | ||
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Provide little more guidance here, always good to be explicit, best with an example.
It looks like the minimum for openAI would be this. Is this correct?
MODEL=model-id # e.g. gpt-5o
OPENAI_API_KEY=sk-...
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| As the workflow runs, each CrewAI task is executed as a durable activity. | ||
| If the process crashes, the workflow resumes exactly where it left off. |
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| If the process crashes, the workflow resumes exactly where it left off. | |
| If the process crashes, the workflow resumes exactly where it left off. You can try this by killing the process after the first activity and then rerunning that command line above with the same application ID. |
Does that work (this comment above) or do you need to also provide the instance ID? It would be good to show how someone can try this out and see it in action.
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| ``` | ||
| http://localhost:9411 | ||
| ``` |
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I could not get this code to work, first due to the component discovery. Let's check the steps.
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Azure Static Web Apps: Your stage site is ready! Visit it here: https://green-bush-04c343a1e-4973.westus2.4.azurestaticapps.net |
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Azure Static Web Apps: Your stage site is ready! Visit it here: https://kind-hill-063ba6c1e-4973.westus2.5.azurestaticapps.net |
This PR adds documentation that shows users how CrewAI agents can be made reliable with durable execution using Dapr Workflows.