Set of notebooks used to experiment and learn about retreival and reranking strategies provided by qdrant over BEIR MS-Macros dataset.
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Updated
Sep 8, 2025 - Jupyter Notebook
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retrieval
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RAG system using Hugging Face models, multiple vector stores (Chroma, Pinecone, FAISS), and CRAG, with sentence transformers and benchmarking tools for optimized retrieval and content generation.
python jupyter retrieval notebook databases generation chatbots chroma augmentation pinecone faiss rag crag multisourcerag
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Updated
Oct 3, 2024 - Jupyter Notebook
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