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Advacne RAG 02 -  Hybrid Search (Keyword + Vector ) & Reranking With Cohere API | Ensemble Retrieval
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Generative AI from Basic to Advance - Advacne RAG 02 - Hybrid Search (Keyword + Vector ) & Reranking With Cohere API | Ensemble Retrieval

Master Generative AI: From Basics to Breakthroughs in AI Models and RAG Systems

5.0 (2)
26 learners

What you'll learn

Understand the evolution of generative AI from classical to modern techniques
Apply RAG and LangChain for building scalable AI applications
Implement end-to-end pipelines using LlamaIndex and LLM fine-tuning methods
Deploy AI models with CI/CD pipelines and container orchestration tools

This course includes

  • 124.5 hours of video
  • Certificate of completion
  • Access on mobile and TV

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Full Transcript

Discover how to enhance your retrieval-augmented generation (RAG) pipeline with a powerful hybrid search (combining keyword and vector search) and Reranking approach with cohere API . In this video, we dive into the mechanics of ensemble retrieval and reranking, demonstrating how to leverage both traditional keyword search , advanced vector search and reranking to improve accuracy and performance of RAG. Don’t forget to like and subscribe for more tutorials! #llm #embedding #ai #rag #futureai #generativeai #genai #textgeneration #ragapp #langchain #programminglogic #python #chatbot #openai #gpt #langchain #neo4j #graphdatabase #rag # reranking #cohere Don't miss out; learn with me! P.S. Don't forget to like and subscribe for more AI content! Notebook Link: https://github.com/sunnysavita10/Indepth-GENAI/blob/main/Hybrid_Search_and_reranking_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 Google Form For Suggestion and Feedback : https://forms.gle/1Ut21yM2ednvpbS66 Connect with me on Social Media- LinkedIn : https://www.linkedin.com/in/sunny-savita/ GitHub : https://github.com/sunnysavita10 Telegram : https://t.me/aimldlds

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