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Tag: HNSW

Jun 19
2026
0

Local RAG Without the Storage Tax: A Hands-On Guide to LEANN

Posted by Rushi

You’ve got 100 GB of PDFs, notes, and exported chat logs you’d love to query with natural language. So you reach for the standard RAG playbook: chunk everything, embed it, store the vectors in FAISS or a hosted vector DB. Then you check the index size and it’s 150–700 GB — larger than the data […]

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tech ANN, approximate nearest neighbor, DiskANN, document search, embeddings, FAISS, HNSW, information retrieval, knowledge base, LEANN, Local LLM, nlp, ollama, on-device AI, privacy, Python, RAG, vector search

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