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Qdrant Has a Free Vector Database Optimized for AI and Semantic Search

BACKGROUND
1 SIGNALFIRST DETECTED 27 March 2026
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9 May
We built and open-sourced Caliby: An embedded, high-performance vector database for AI Agents (Beats pgvector by 4x, outperforms FAISS on disk)

<!-- SC_OFF --><div class="md"><p>Hi Reddit, we are a team of database researchers (including a PhD from MIT DB Group) and we just open-sourced an embedded vector database for

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Pinecone vs Weaviate vs Milvus vs Qdrant: Which Vector DB in 2026?

<p>I have helped a number of teams pick a vector database in the last year. The conversation always starts the same way: four logos, one Slack message, one question — which

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7 May
Vector Databases Explained: What They Don’t Tell You

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28 Apr
Vector Databases for RAG: Pinecone vs. Weaviate vs. Milvus vs. PGVector 0.8 (PostgreSQL 18)

<p>In 2024, 72% of RAG pipelines fail production due to vector database misconfiguration, costing teams an average of $42k in wasted compute and rework. After benchmarking 4

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30 Apr
turboquant-search: vector search for JSON datasets.

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1t02895/turboquantsearch_vector_search_for_json_datasets/"> <img alt="turboquant-search: vector search for

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