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Updated the links related to langchain to the newer documentation
<!-- *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 <!-- Anything else we should know when reviewing?--> <!-- Previewing the PR: Assuming you are a Datadog employee and named your branch `<yourname>/<description>`, a preview build will run and links to the preview output will be auto-generated and posted in the PR comments. The links will 404 until the preview build is finished running. -->
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content/en/llm_observability/setup/auto_instrumentation.md

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