Milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search (by milvus-io)

Milvus Alternatives

Similar projects and alternatives to Milvus

  1. txtai

    385 Milvus VS txtai

    💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

  2. Nutrient

    Nutrient - The #1 PDF SDK Library. Bad PDFs = bad UX. Slow load times, broken annotations, clunky UX frustrates users. Nutrient’s PDF SDKs gives seamless document experiences, fast rendering, annotations, real-time collaboration, 100+ features. Used by 10K+ devs, serving ~half a billion users worldwide. Explore the SDK for free.

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  3. qdrant

    157 Milvus VS qdrant

    Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

  4. MeiliSearch

    A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

  5. Typesense

    Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

  6. rqlite

    The lightweight, user-friendly, distributed relational database built on SQLite.

  7. marqo

    117 Milvus VS marqo

    Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

  8. cockroach

    CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.

  9. CodeRabbit

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  10. pgvector

    Open-source vector similarity search for Postgres

  11. Weaviate

    82 Milvus VS Weaviate

    Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

  12. faiss

    77 Milvus VS faiss

    A library for efficient similarity search and clustering of dense vectors.

  13. quickwit

    73 Milvus VS quickwit

    Cloud-native search engine for observability. An open-source alternative to Datadog, Elasticsearch, Loki, and Tempo.

  14. ann-benchmarks

    Benchmarks of approximate nearest neighbor libraries in Python

  15. sonic

    49 Milvus VS sonic

    🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.

  16. manticoresearch

    Easy to use open source fast database for search | Good alternative to Elasticsearch now | Drop-in replacement for E in the ELK soon

  17. annoy

    40 Milvus VS annoy

    Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

  18. chroma

    38 Milvus VS chroma

    the AI-native open-source embedding database

  19. towhee

    26 Milvus VS towhee

    Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

  20. bootcamp

    26 Milvus VS bootcamp

    Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc. (by milvus-io)

  21. canopy

    23 Milvus VS canopy

    Discontinued Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone

  22. vald

    14 Milvus VS vald

    Vald. A Highly Scalable Distributed Vector Search Engine

  23. SaaSHub

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better Milvus alternative or higher similarity.

Milvus discussion

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  1. User avatar
    ChrisChurilo
    · 8 months ago
    · Reply

    Review ★★★★★ 10/10

Milvus reviews and mentions

Posts with mentions or reviews of Milvus. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-12-24.
  • Show HN: I made a website to semantically search ArXiv papers
    7 projects | news.ycombinator.com | 24 Dec 2024
  • AIM Weekly 28 Oct 2024
    21 projects | dev.to | 28 Oct 2024
    Download https://github.com/zilliztech/attu/releases/tag/v2.4.9 then run sudo xattr -rd com.apple.quarantine /Applications/attu.app ``` ` #### Events October 31 - Live stream from my Halloween decorations with three 12 foot skeletons November 5-7, 10-12, 2024: CloudX. Online/Santa Clara. https://www.developerweek.com/cloudx/ November 15, 2024: Build Stuff. Online. Adding Generative AI to Real-Time Streaming Pipelines https://www.developerweek.com/cloudx/speakers/ November 19, 2024: XtremePython. Online. https://xtremepython.dev/2024/ November 21, 2024: Big Data Conference 2024 EU ![image](https://github.com/user-attachments/assets/e81fb929-0f82-418f-bd14-58288cb03b9a) https://events.pinetool.ai/3254/#sessions/108389?referrer%5Bpathname%5D=%2Fsessions&referrer%5Bsearch%5D=&referrer%5Btitle%5D=Sessions November 21, 2024: Unstructured Data Meetup NYC https://lu.ma/cqxuproe December 10, 2024: Unstructured Data Meetup NYC https://lu.ma/u2ijucyv © 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack ~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~ [https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external](https://github.com/milvus-io/milvus?utm_source=partner&utm_medium=referral&utm_campaign=2024_newsletter_tspann-ai-newsletters_external) [https://www.youtube.com/@MilvusVectorDatabase/videos](https://www.youtube.com/@MilvusVectorDatabase/videos) [https://x.com/milvusio](https://x.com/milvusio) [https://www.linkedin.com/company/zilliz/](https://www.linkedin.com/company/zilliz/) [https://github.com/milvus-io/milvus](https://github.com/milvus-io/milvus) [https://discord.com/invite/FjCMmaJng6](https://discord.com/invite/FjCMmaJng6) [https://discord.gg/9jdMRPJb?event=1273364262710022209](https://discord.gg/9jdMRPJb?event=1273364262710022209)
  • AIM Weekly for 23 September 2024
    16 projects | dev.to | 23 Sep 2024
  • Recapping the AI, Machine Learning and Computer Meetup — September 12, 2024
    3 projects | dev.to | 12 Sep 2024
    Learn more about Milvus
  • AIM Weekly 02 September 2024
    4 projects | dev.to | 3 Sep 2024
    📡 Sep 3: Princeton: Building The Future AI & Startups 📼 Sept 5: Virtual: Structured Document Extraction At Scale (Webinar) 🌧️ Sept 12: Virtual: Voxel51 🗽 Sept 18: NYC: Unstructured Data Meetup NYC 🍕 Sept 19: NYC: AI Camp NYC 🧠 Sept 19: Virtual RAG Pipelines with Real-Time 🚕 Oct 23: NYC: Unstructured Data Meetup NYC 📡 Oct 27-29: Raleigh, NC: All Things Open 🔥 Milvus 2.4.10 (RBAC for CDC, Database Access Restrictions, Upsert with Auto ID, Field Partial Load Collection [Beta Preview])
  • Top 5 Vector Databases in 2024
    5 projects | dev.to | 14 Aug 2024
    Overview: Milvus is an open-source vector database designed for handling massive-scale vector data. It supports both NNS and ANNS and integrates well with various ML frameworks.
  • Multimodal Madness! Create a Product Recommender for Smart Shopping
    6 projects | dev.to | 7 Aug 2024
    ⭐ Give us a Star on GitHub!
  • Building Intelligent RAG Applications with LangServe, LangGraph, and Milvus
    3 projects | dev.to | 30 Jul 2024
    If you enjoyed this blog post, consider giving us a star on Github and joining our Discord to share your experiences with the community.
  • Introducing vectorlite: A Fast and Tunable Vector Search Extension for SQLite
    7 projects | dev.to | 18 Jul 2024
    With the rise of LLMs(Large Language Models) and RAG(Retrieval-Augmented Generation), vector databases, like Milvus and Pinecone, are getting a lot of attention. Traditional databases are also catching up in vector search support via third-party extensions, such as pgvector for PostgreSQL and sqlite-vss for SQLite.
  • Multimodal RAG locally with CLIP and Llama3
    3 projects | dev.to | 18 Jul 2024
    You can access the code on Github, feel free to ask questions on our Discord, and give us a star on Github.
  • A note from our sponsor - SaaSHub
    www.saashub.com | 18 Feb 2025
    SaaSHub helps you find the best software and product alternatives Learn more →

Stats

Basic Milvus repo stats
121
32,386
10.0
5 days ago

milvus-io/milvus is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of Milvus is Go.


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