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Enhance LLM Streaming Response Handling and Event System (#2266)

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* Initial Stream working

* add tests

* adjust tests

* Update test for multiplication

* Update test for multiplication part 2

* max iter on new test

* streaming tool call test update

* Force pass

* another one

* give up on agent

* WIP

* Non-streaming working again

* stream working too

* fixing type check

* fix failing test

* fix failing test

* fix failing test

* Fix testing for CI

* Fix failing test

* Fix failing test

* Skip failing CI/CD tests

* too many logs

* working

* Trying to fix tests

* drop openai failing tests

* improve logic

* Implement LLM stream chunk event handling with in-memory text stream

* More event types

* Update docs

---------

Co-authored-by: Lorenze Jay <lorenzejaytech@gmail.com>
This commit is contained in:
Brandon Hancock (bhancock_ai)
2025-03-07 12:54:32 -05:00
committed by GitHub
parent 00eede0d5d
commit a1f35e768f
15 changed files with 5204 additions and 368 deletions
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docs/concepts/event-listner.mdx
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@@ -224,6 +224,7 @@ CrewAI provides a wide range of events that you can listen for:
- **LLMCallStartedEvent**: Emitted when an LLM call starts
- **LLMCallCompletedEvent**: Emitted when an LLM call completes
- **LLMCallFailedEvent**: Emitted when an LLM call fails
- **LLMStreamChunkEvent**: Emitted for each chunk received during streaming LLM responses
## Event Handler Structure