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#embeddings

Open source repositories tagged with #embeddings, ranked by health score.

RyanCodrai
RyanCodrai/turbovec
Rust
89
health

A vector index built on TurboQuant, written in Rust with Python bindings

★ 17.3k
apache
apache/seatunnel
Java
89
health

SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

★ 9.7k
crmne
crmne/ruby_llm
Ruby
89
health

The Ruby-native AI framework. Chats, agents, tools, images, audio, and video through one consistent API, in plain Ruby or Rails.

★ 4.4k
liliang-cn
liliang-cn/cortexdb
Go
88
health

AI memory and a knowledge graph in one SQLite file. Pure Go: vectors, RAG, agent memory, RDF/SPARQL, Cypher, 80+ MCP tools. Works without an embedding model.

★ 268
langchain4j
langchain4j/langchain4j
Java
88
health

LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.

★ 13.2k
lightly-ai
lightly-ai/lightly
Python
88
health

A python library for self-supervised learning on images.

★ 3.8k
Eventual-Inc
Eventual-Inc/Daft
Rust
87
health

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

★ 5.8k
lance-format
lance-format/lance
Rust
85
health

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

★ 7.1k
harmonydata
harmonydata/harmony
Python
79
health

The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.

★ 67
Tibab222
Tibab222/cvMaker
TypeScript
70
health

An open-source, local-first CV & resume management platform featuring privacy-focused semantic search to instantly match your skills, projects, and experiences

★ 25