RAG which can take Decisions: Open-Source Colab Notebook for Agentic RAG (opens in new tab)

(github.com)

1 pointschris_5f1y ago1 comments

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In this example, we’ll build a basic Agentic RAG system using:

VectorStore: Retrieves relevant information from a pre-indexed document database. WebSearch: Fetches up-to-date data from the web when VectorStore lacks the required information. The AI agent dynamically selects the appropriate tool based on the query, showcasing the adaptability and efficiency of agentic RAG.

LLM: gemini-2.0-flash-exp Embedding Model: BAAI/bge-small-en-v1.5

Try it out!

j / k navigate · click thread line to collapse

1 comments

chris_5fOP1y ago

In this example, we’ll build a basic Agentic RAG system using:

LLM: gemini-2.0-flash-exp Embedding Model: BAAI/bge-small-en-v1.5

Try it out!

j / k navigate · click thread line to collapse