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rag-model

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Explore cutting-edge Redis capabilities for Vector Similarity Search, Hybrid Search (Vector Similarity + Meta Search), Semantic Caching, and an advanced RAG model integrated with a Language Model (LLM) Chatbot. Unlock the full potential of Redis as a vector database with this comprehensive showcase of powerful features.

  • Updated Jan 21, 2024
  • Python

𝐑𝐞𝐭𝐫𝐢𝐞𝐯𝐚𝐥-𝐚𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 (𝐑𝐀𝐆) is an innovative approach in the field of 𝐧𝐚𝐭𝐮𝐫𝐚𝐥 𝐥𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐢𝐧𝐠 (𝐍𝐋𝐏) that combines the strengths of retrieval-based and 𝐠𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧-𝐛𝐚𝐬𝐞𝐝 𝐦𝐨𝐝𝐞𝐥𝐬 to enhance the quality of generated text.

  • Updated Oct 4, 2025
  • Jupyter Notebook

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