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  1. GitHub - milvus-io/milvus: Milvus is a high-performance, cloud-native ...

    Milvus is designed to handle vector search at scale. It stores vectors, which are learned representations of unstructured data, together with other scalar data types such as integers, strings, and JSON …

  2. GitHub - alibaba/zvec: A lightweight, lightning-fast, in-process vector ...

    Dec 30, 2025 · Zvec is an open-source, in-process vector database — lightweight, lightning-fast, and designed to embed directly into applications. Battle-tested within Alibaba Group, it delivers …

  3. Best 17 Vector Databases for 2026 [Top Picks] - lakeFS

    Jun 15, 2026 · Explore the best 17 vector databases for 2026. Read an in-depth review outlining each database's key features & problems it tackles.

    • Reviews: 150
    • Best Vector Databases: Tested & Compared in 2026 - Tested

      6 days ago · Open-source vector database built on the Lance columnar format. Serverless, embedded-first with native multimodal storage — stores images, video frames, and text alongside vectors in a …

    • Best Vector Databases in 2026: Complete Comparison Guide

      Mar 8, 2026 · This guide compares seven vector databases that cover the spectrum: from extending PostgreSQL with an extension to fully managed cloud services to embedded databases that run in …

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    • Free Vector Database & Embeddings APIs in 2026 | FreeAPIHub

      Jun 11, 2026 · The best free vector databases and embeddings APIs in 2026 — Chroma, Qdrant, pgvector, Pinecone, plus OpenAI and open embeddings. What to use and when.

    • The Ultimate Guide to Vector Databases in 2026 | Codeboxr

      Apr 6, 2026 · A comprehensive and easy-to-read guide to vector databases in 2026, including Pinecone, Milvus, Qdrant, Weaviate, ChromaDB, Vespa, and more. Learn how vector databases work, their …

    • Best Vector Database Companies 2026

      Best Vector Database Companies 2026 Large language models are only as useful as the data you can feed them — and vector databases are how that data gets stored, searched, and remembered. They …

    • Chroma - open-source search infrastructure for AI

      Chroma's indexes are built and optimized for object-storage offering unparalleled cost and performance. State-of-the-art vector, full-text, and regex search. Contact us to run a POC for your specific …

    • Best Vector Databases in 2026: Pricing, Scale Limits, and Architecture ...

      May 10, 2026 · Compare nine vector databases in 2026 — Pinecone, Qdrant, Weaviate, MongoDB, Milvus, pgvector, Chroma, LanceDB, and Faiss — with verified pricing