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Autonomous Agent written using LangChain, OpenAI, and RAG

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autonomous-agent

We have here a few autonomous agents built using LangChain, OpenAI API (GPT 4), and SerpAPI

The agents currently allow for a few different functionalities like:

  • Search Wikipedia
  • Look through and answer questions about an SQL database
  • Calculate things
  • Search Google and recursively ask itself questions to come up with an answer

This way, it can accomplish a lot of complicated tasks that a simple base LLM can't.

TO-DO

  • Add Python files to run agent(s) from the terminal
  • Add hosting via some platform like Streamlit, Gradio, etc.

References

Spotify data: from Kaggle Tutorial about agents: from Pinecone's LangChain Handbook

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Autonomous Agent written using LangChain, OpenAI, and RAG

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