{"repo":"sjy-dv/coltt","free":true,"listed":false,"github":"https://github.com/sjy-dv/coltt","clone":"git clone https://github.com/sjy-dv/coltt.git","description":"Coltt is a vector database that supports Multi-Vector Search, high-performance HNSW, FLAT and quantization, and enables fast searches through sophisticated internal data shard design.","language":"Go","stars":182,"topics":["bitmap","cosine-similarity","database","distributed-database","distributed-systems","hnsw","hybrid-search","key-value","kv","semantic-search"],"license":"GPL-3.0","category":"databases-storage","readme_excerpt":"Coltt (NNV = Coltt Renamed 2025.02.13) Coltt is a database designed to be implemented from scratch to production. coltt can be deployed in edge environments and used in small-scale production settings. Through the innovative architectural approach described below, it is envisioned and developed to be used reliably in large-scale production environments as well. 🎉 Release Update - 2025.03.23 For the full update history, see UPDATE HISTORY. 🔹 Edge(Minio & Composite Filter) - Bug Fix : Fixed an issue where if CreateCollection attempts to create a duplicate of an existing collection, the existing collection would be deleted. --- 🚀 Update Preview - Planned Enhancements : We plan to add options—such as the OR operator—to further enrich the user experience. ⚠️ Expected release date is TBD. Development is ongoing, and updates will be added as we progress.(It's slow because I work in my spare time outside of work.) 😭 --- 🔸 Planned Features and Improvements - Development of an Automated Pipeline for Building LLM Fine-Tuning Datasets : We plan to develop a pipeline that automatically constructs datasets for future LLM (Large Language Model) fine-tuning. The characteristic of the vector database is that it performs searches based on natural language queries, and the recall dataset implies similar responses. Although immediate training is not possible through this approach, it aims to support internal experts and developers in building datasets more quickly by providing a suitable fo","default_branch":null,"files":null,"tree":[],"storefront":"/r/sjy-dv","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sjy-dv/coltt/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}