anns

Open-source projects categorized as anns
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Language: + Go + Python + Cuda
Topics: llm vector-search vector-similarity Database vector-store
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Top 3 ann Open-Source Projects

  • Milvus

    A cloud-native vector database, storage for next generation AI applications

    • Project mention: Computer Vision Meetup: Develop a Legal Search Application from Scratch using Milvus and DSPy! | dev.to | 2024-05-02

    Legal practitioners often need to find specific cases and clauses across thousands of dense documents. While traditional keyword-based search techniques are useful, they fail to fully capture semantic content of queries and case files. Vector search engines and large language models provide an intriguing alternative. In this talk, I will show you how to build a legal search application using the DSPy framework and the Milvus vector search engine.

  • pymilvus

    Python SDK for Milvus.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • raft

    RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications. (by rapidsai)

    • Project mention: Raft: Fundamental widely-used algorithms and primitives for machine learning | news.ycombinator.com | 2024-02-22
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

anns related posts

  • Computer Vision Meetup: Develop a Legal Search Application from Scratch using Milvus and DSPy!

    2 projects | dev.to | 2 May 2024

  • Unlock Advanced Search Capabilities with Milvus and Read about RAG

    1 project | dev.to | 22 Mar 2024

  • Simplifying the Milvus Selection Process

    3 projects | dev.to | 19 Feb 2024

  • Milvus Adventures Dec 15, 2023

    1 project | dev.to | 15 Dec 2023

  • GPU-Accelerated Indexing in LanceDB

    1 project | news.ycombinator.com | 3 Nov 2023

  • Code Search with Vector Embeddings: A Transformer's Approach

    3 projects | dev.to | 27 Aug 2023

  • Implementing Vector Database for AI

    1 project | dev.to | 23 Aug 2023
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    www.saashub.com | 8 May 2024
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Index

What are some of the best open-source ann projects? This list will help you:

Project Stars
1 Milvus 26,979
2 pymilvus 872
3 raft 614

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