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Updated the links related to langchain to the newer documentation
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<!-- *Note: Please remember to review the Datadog Documentation [Contribution Guidelines](https://github.com/DataDog/documentation/blob/master/CONTRIBUTING.md) if you have not yet done so.* -->

### What does this PR do?
It updates the links related to Langchain to the newer documentation.

### Who will it impact?
Datadog public docs:
https://docs.datadoghq.com/llm_observability/setup/auto_instrumentation?tab=python

### Motivation
Our auto-instrumentation support  versions >= 0.0.192 and the previous documentation was not maintained anymore.

Merge readiness:
- [ ✅ ] Ready for merge


```
/merge
```

### Additional notes
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lertsoft authored Jan 3, 2025
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12 changes: 6 additions & 6 deletions content/en/llm_observability/setup/auto_instrumentation.md
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Expand Up @@ -158,7 +158,7 @@ The Vertex AI integration instruments the following methods:
[1]: https://platform.openai.com/docs/api-reference/introduction
[2]: https://platform.openai.com/docs/api-reference/completions
[3]: https://platform.openai.com/docs/api-reference/chat
[4]: https://python.langchain.com/v0.2/docs/introduction/
[4]: https://python.langchain.com/docs/introduction/
[5]: https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/bedrock-runtime.html
[6]: https://botocore.amazonaws.com/v1/documentation/api/latest/reference/services/bedrock-runtime.html
[7]: https://docs.aws.amazon.com/bedrock/latest/APIReference/API_runtime_InvokeModel.html
Expand All @@ -168,18 +168,18 @@ The Vertex AI integration instruments the following methods:
[11]: https://docs.anthropic.com/en/api/messages-streaming
[12]: /llm_observability/setup/sdk/python/#in-code-setup
[13]: https://python.langchain.com/v0.2/docs/concepts/#llms
[14]: https://python.langchain.com/v0.2/docs/concepts/#chat-models
[15]: https://python.langchain.com/v0.2/docs/concepts/#runnable-interface
[14]: https://python.langchain.com/docs/concepts/chat_models/
[15]: https://python.langchain.com/docs/concepts/runnables/
[16]: /llm_observability/setup/sdk/python
[17]: https://python.langchain.com/v0.2/docs/concepts/#embedding-models
[17]: https://python.langchain.com/docs/concepts/embedding_models/
[18]: /llm_observability/setup/sdk/#tracing-spans
[19]: https://ai.google.dev/gemini-api/docs
[20]: https://ai.google.dev/api/generate-content#method:-models.streamgeneratecontent
[21]: https://cloud.google.com/vertex-ai/generative-ai/docs/reference/python/latest
[22]: https://cloud.google.com/vertex-ai/generative-ai/docs/reference/python/latest/summary_method#vertexai_preview_generative_models_GenerativeModel_generate_content_summary
[23]: https://cloud.google.com/vertex-ai/generative-ai/docs/reference/python/latest/summary_method#vertexai_generative_models_ChatSession_send_message_summary
[24]: https://python.langchain.com/v0.2/docs/concepts/#tools
[25]: https://python.langchain.com/v0.2/docs/concepts/#retrieval
[24]: https://python.langchain.com/docs/concepts/tools/
[25]: https://python.langchain.com/docs/concepts/retrieval/

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