Advance RAG 11- Powerful RAG with Sentence Window Retriever using

RAG systems combine the power of retrieval mechanisms with generative models to create more informed and contextually accurate responses. The video likely covers how to implement a Sentence Window Retriever, which retrieves more granular pieces of information around key sentences. This information is then fed into the generative model to enhance the context and relevance of the output.
LlamaIndex is utilized for handling the data ingestion, structuring, and retrieval processes, while Qdrant serves as the vector database to store and manage the embeddings used in retrieval. The combination of these tools allows for sophisticated retrieval and generation processes that are critical in scenarios requiring precise and contextually aware responses.
#llm #embedding #ai #futureai #generativeai #genai #textgeneration #ragapp #langchain #programminglogic #python #chatbot #openai #gpt #langchainj #rag # reranking #cohereai #bm25 #crossencoder #transformers #multiretriever #ragfusion #advancerag #llamaindex
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[@sachinguptaitm]

Welcome back and congratulations, brother, on your new job at PWC. Thanks for your continuous contribution to the generative AI community. I have been following Krish and Ineuron for the past three years, and now you for the past six months. Keep growing and sharing.

[@hamidraza1584]

Well done sunny , also prepare a video on knowledge graph rag pipe lines with neo4j. Love from Lahore Pakistan

[@sunnysavita10]

already out check the playlist

[@shailendralowanshi1016]

Hello Sunny, Your video is very helpful and informative. Make videos on AI agents, Langsmith, LangGraph etc and explore more on variety of topics in LLM. You have created more than 40 videos on RAG, now if you will explore more other topics than RAG it will be very helpful

[@sunnysavita10]

soon video will be out dont worry it is in my to do but not gettng enough time to record

[@rakeshkumarrout2629]

Hi bhai congratulations for youe new job at PWC as ML and GenAI engineer.I am hopeful you will continue serving us this kind of awsome content.Thank you

[@sunnysavita10]

Yes, sure

[@theunknown2090]

This is parent child retriever.

[@VthePeople4156]

Hi bhai waiting course on GenAi on all Cloud with 5 projects

[@sunnysavita10]

Yes, soon

[@Imranali78664]

Sir, please upload a Generative AI course in Hindi. I have been requesting this for the past 4 months. There is already a lot of content available in English, but many Hindi-medium students who are not financially stable rely on your videos to learn. Please help us by providing this content in Hindi as well. Thank you, sir!