Topic: embeddings

9,716 repositories

supabase/supabase

The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

★ 110,977TypeScriptForks 15,455

thedotmack/claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

★ 95,088TypeScriptForks 8,417

Tencent/WeKnora

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

★ 31,626GoForks 4,217

NirDiamant/RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

★ 29,649Jupyter NotebookForks 3,628

RyanCodrai/turbovec

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

★ 17,269RustForks 1,478

langchain4j/langchain4j

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.

★ 13,189JavaForks 2,580

InsForge/InsForge

The all-in-one, open-source backend platform for agentic coding. InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.

★ 13,047TypeScriptForks 1,210

neuml/txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

★ 12,990PythonForks 909

h2oai/h2ogpt

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/

★ 11,957PythonForks 1,297

apache/seatunnel

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

★ 9,696JavaForks 2,429

lance-format/lance

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..

★ 7,130RustForks 872

MinishLab/semble

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

★ 6,168PythonForks 271

Eventual-Inc/Daft

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

★ 5,793RustForks 564

brianpetro/obsidian-smart-connections

Find related notes and excerpts while writing. Your link building copilot displays relevant content in graph + list view. A local embedding model powers semantic search. Zero setup. No API key.

★ 5,477JavaScriptForks 347

Marker-Inc-Korea/AutoRAG

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.

★ 5,110TypeScriptForks 443

shibing624/text2vec

text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。

★ 4,978PythonForks 428

CaviraOSS/LongMemory

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

★ 4,515TypeScriptForks 503

crmne/ruby_llm

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

★ 4,423RubyForks 509

lightly-ai/lightly

A python library for self-supervised learning on images.

★ 3,816PythonForks 373

twinnydotdev/twinny

Open-source AI coding assistant for VS Code. Code completion, chat, edits and reviews with local or hosted models. Your models, your infrastructure.

★ 3,660TypeScriptForks 229

tensorflow/hub

A library for transfer learning by reusing parts of TensorFlow models.

★ 3,530PythonForks 1,638

towhee-io/towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

★ 3,451PythonForks 257

embeddings-benchmark/mteb

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

★ 3,441PythonForks 713

superlinked/sie

Open-source inference server and production cluster for all the models your agent needs.

★ 3,353PythonForks 316