Add AWS CloudWatch logs agent toolkit #27
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…rove log fetching logic
ccurme
reviewed
Dec 20, 2024
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Thanks for this.
create_cloudwatch_logs_agent is using some older abstractions (LLMChain, AgentExecutor, ZeroShotAgent). My recommendation is to just implement a tool that is compatible with modern chat models with tool-calling features. These can then be used in standard agent constructors.
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This PR adds to the dependencies in pyrpoject.toml. If adding to langchain-experimental, these would need to be removed following the contributing guide. I recommend looking into adding the tool to langchain-aws where it can be properly tested and versioned, and the dependencies can be managed.
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Introduce a toolkit for analyzing AWS CloudWatch logs using a language model. This includes functions for fetching logs and creating an agent to process and analyze them.