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Jul 3, 2026PyNear 2.5 Outperforms Faiss in Exact and Binary k-NN Searches Below 256 Dimensions
Introduction: PyNear 2.5 and the Quest for Efficient Nearest-Neighbor Searches In the...
Jul 3, 202615 min read0 reactions0 comments
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Apr 14, 2026
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May 3, 2026Vector Search Benchmark: FAISS 1.9 vs. Chroma 0.6 vs. Pinecone 1.6 for 100M Embedding Datasets
At 100 million 768-dimensional embeddings, the gap between top-tier vector search tools isn't just...
May 3, 202615 min read0 reactions0 comments
Understanding RAG by Building a ChatPDF App: From NumPy to FAISS (Part 2)
⚡ From NumPy to FAISS: Making ChatPDF Fast & Scalable In Part 1, we made it...
Apr 14, 20264 min read0 reactions0 comments
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Jan 12, 2026JVector vs. Lucene vs. Faiss (Part 2)
Part 2 of my jvector discoveries! Introduction: Navigating the Vector Engine...
Jan 12, 20265 min read0 reactions0 comments
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May 16, 2025How 𝐋𝐚𝐧𝐠𝐒𝐦𝐢𝐭𝐡, 𝐋𝐚𝐧𝐠𝐆𝐫𝐚𝐩𝐡, 𝐎𝐥𝐥𝐚𝐦𝐚 & 𝐅𝐀𝐈𝐒𝐒 Gave Me End-to-End Observability in a Local AI Chatbot
I just built a self-contained AI chatbot—no cloud dependencies, no API keys, just pure local power...
May 16, 20252 min read1 reactions0 comments