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features and resources
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@@ -4,7 +4,7 @@ description: Learn how to use Weights & Biases (W&B) Weave to track, experiment
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# Weave Integration
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# Weave Overview
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[Weights & Biases (W&B) Weave](https://weave-docs.wandb.ai/) is a framework for tracking, experimenting with, evaluating, deploying, and improving LLM-based applications.
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[Weights & Biases (W&B) Weave](https://weave-docs.wandb.ai/) is a framework for tracking, experimenting with, evaluating, deploying, and improving LLM-based applications.
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## Features
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- Weave automatically captures all CrewAI operations: agent interactions and task executions; LLM calls with metadata and token usage; tool usage and results.
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- The integration supports all CrewAI execution methods: `kickoff()`, `kickoff_for_each()`, `kickoff_async()`, and `kickoff_for_each_async()`.
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- Automatic tracing of all [crewAI-tools](https://github.com/crewAIInc/crewAI-tools).
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- Flow feature support with decorator patching (`@start`, `@listen`, `@router`, `@or_`, `@and_`).
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- Track custom guardrails passed to CrewAI `Task` with `@weave.op()`.
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For detailed information on what's supported, visit the [Weave CrewAI documentation](https://weave-docs.wandb.ai/guides/integrations/crewai/#getting-started-with-flow).
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## Resources
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- [📘 Weave Documentation](https://weave-docs.wandb.ai)
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- [📊 Example Weave x CrewAI dashboard](https://wandb.ai/ayut/crewai_demo/weave/traces?cols=%7B%22wb_run_id%22%3Afalse%2C%22attributes.weave.client_version%22%3Afalse%2C%22attributes.weave.os_name%22%3Afalse%2C%22attributes.weave.os_release%22%3Afalse%2C%22attributes.weave.os_version%22%3Afalse%2C%22attributes.weave.source%22%3Afalse%2C%22attributes.weave.sys_version%22%3Afalse%7D&peekPath=%2Fayut%2Fcrewai_demo%2Fcalls%2F0195c838-38cb-71a2-8a15-651ecddf9d89)
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- [🐦 X](https://x.com/weave_wb)
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