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Advance RAG 01 - Powerful RAG Using Hybrid Search(Keyword+vVector search) | Ensemble Retrieval

Sunny Savita 14,476 lượt xem 10 months ago
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Discover how to enhance your retrieval-augmented generation (RAG) models with a powerful hybrid search approach combining keyword and vector search. In this video, we dive into the mechanics of ensemble retrieval, demonstrating how to leverage both traditional keyword search and advanced vector search to improve accuracy and performance.

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#llm #embedding #ai #rag #futureai #generativeai #genai #textgeneration #ragapp #langchain #programminglogic #python #chatbot #openai #gpt #langchain #neo4j #graphdatabase #rag

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Project Link: https://github.com/sunnysavita10/Indepth-GENAI/blob/main/Hybrid_Search_in_RAG.ipynb

Multimodel RAG Playlis: https://www.youtube.com/watch?v=7CXJWnHI05w&list=PLQxDHpeGU14D6dm0rmAXhdLeLYlX2zk7p&pp=gAQBiAQB
RAG detailed Playlist: https://www.youtube.com/watch?v=wTVTkOb3SZc&list=PLQxDHpeGU14Blorx3Ps1eZJ4XvKET1_vx&pp=gAQBiAQB
GenAI Foundation Playlist: https://www.youtube.com/watch?v=ajWheP8ZD70&list=PLQxDHpeGU14D7NiPgqxC9qhKkx4jMQcDk&pp=gAQBiAQB

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