LanceDB - LanceDB
Home Quick start Concepts Guides Managing Embeddings Integrations Examples Studies API reference LanceDB Cloud LanceDB LanceDB is an open-source vector database for AI that's designed to store, manage, query and retrieve embeddings on large-scale multi-modal data. The core of LanceDB is written in Rust 🦀 and is built on top of Lance, an open-source columnar data format designed for performant ML
GitHub - snexus/llm-search: Querying local documents, powered by LLM
The purpose of this package is to offer a convenient question-answering (RAG) system with a simple YAML-based configuration that enables interaction with multiple collections of local documents. Special attention is given to improvements in various components of the system in addition to basic LLN based RAGs - better document parsing, hybrid search, HyDE enabled search, chat history, deep linking,
GitHub - facebookresearch/faiss: A library for efficient similarity search and clustering of dense vectors.
Faiss contains several methods for similarity search. It assumes that the instances are represented as vectors and are identified by an integer, and that the vectors can be compared with L2 (Euclidean) distances or dot products. Vectors that are similar to a query vector are those that have the lowest L2 distance or the highest dot product with the query vector. It also supports cosine similarity,
HSearch - The NoSQL Search
Getting Started Start by running HSearch examples, importing HSearch project from CVS server at bizosyshsearch.cvs.sourceforge.net Learn about HSearch by reading the documentation. Download HSearch from the release page. Quick Start (MSI Installation) This will index 50000 location information using sample data file and search for a keyword named somerset in it. Install the MSI. From the Windows S
Galago -
Overview Quick Start Downloads Documentation Indexing Retrieval Guide FAQ galagosearch-core JavaDocs Test Coverage Source Xref galagosearch-tupleflow JavaDocs Test Coverage Source Xref galagosearch-tupleflow-typebuilder JavaDocs Test Coverage Source Xref Project Documentation Project Information Overview Galago is a toolkit for experimenting with text search. It is based on small, pluggable compon
A Comparison of Open Source Search Engines
Primary Menu Vik's Blog Posts that pay homage to Jim Gray's "Let's party on the data" line. Operations: Google, Microsoft Research, Yahoo! Labs, Sutter Hill Ventures, Infer (CEO / Co-Founder - acquired by Ignite). Education: CS @ Berkeley. Recognition: MIT TR35, Anokhi S&S List, Indian Currents IC List, Wired ("Best Mashup"), California State Champion and Kentucky Fellow (Top 12 in the country) in
Senna 組み込み型全文検索エンジン - Senna 組み込み型全文検索エンジン
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GitHub - unum-cloud/usearch: Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
GitHub - chroma-core/chroma: the AI-native open-source embedding database
GitHub - castorini/anserini: Anserini is a Lucene toolkit for reproducible information retrieval research
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