2 repositorios
Awesome GitHub RepositoriesVector Data Conversion
Transformation of various data formats into specialized numeric representations for optimized database storage.
Distinct from Vector Search: Focuses on the conversion between blobs/text and internal binary formats, distinct from high-level text vectorization.
Explore 2 awesome GitHub repositories matching data & databases · Vector Data Conversion. Refine with filters or upvote what's useful.
Awesome Vector Data Conversion GitHub Repositories
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- asg017/sqlite-vec
asg017/sqlite-vec
6,961Ver en GitHubsqlite-vec is a C-based vector library and SQLite extension that adds virtual tables for storing and querying high-dimensional embeddings. It functions as a database plugin for performing nearest neighbor searches using distance metrics such as L2, cosine, and Hamming distance. The project provides a portable embedding store that supports deployment across Android, iOS, desktop environments, and web browsers via WebAssembly. It distinguishes itself by converting numerical arrays into compact binary formats and utilizing quantization to reduce the memory footprint and storage size of vector in
The vector search extension transforms binary blobs or text into specialized numeric formats for efficient storage.
Csqlitesqlite-extension - casibase/casibase
casibase/casibase
4,443Ver en GitHubCasibase is an open-source platform that orchestrates multi-turn conversations with large language models and manages retrieval-augmented knowledge bases from a single interface. It provides a unified system for connecting to over 30 AI model providers, ingesting documents into vector embeddings for semantic search, and running autonomous agent loops that can drive a browser, search the web, execute commands, and integrate with external tools. The platform distinguishes itself by combining AI conversation management with infrastructure and application orchestration capabilities. It includes a
Transforms text and other data into dense vector representations for efficient storage, retrieval, and analysis.
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