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Md-Emon-Hasan / Retrieval-Augmented-Generation-RAG

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RAG enhances LLMs by retrieving relevant external knowledge before generating responses, improving accuracy and reducing hallucinations.

knowledge-graph embedding-models semantic-search document-retrieval text-embedding faiss vector-search ai-chatbot prompt-engineering chromadb retrieval-augmented-generation rag-pipeline langchain-rag llm-applications multi-modal-rag custom-llm llm-retrieval knowledge-augmented-llm retrieval-qa huggingface-rag
  • Updated Feb 14, 2025
  • Jupyter Notebook

Md-Emon-Hasan / LangChain

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Powerful framework for building applications with Large Language Models (LLMs), enabling seamless integration with memory, agents, and external data sources.

knowledge-graph semantic-search text-embedding document-processing faiss vector-search huggingface ai-chatbot large-language-models prompt-engineering generative-ai langchain chromadb retrieval-augmented-generation llm-agents multi-modal-ai rag-pipeline llm-applications custom-llm fine-tuning-llms
  • Updated Feb 13, 2025
  • Jupyter Notebook

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