Topic: embeddings

10,394 repositories

supabase/supabase

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

★ 111,659TypeScriptForks 17,059

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

★ 101,228TypeScriptForks 8,867

Tencent/WeKnora

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

★ 34,389GoForks 4,586

NirDiamant/RAG_Techniques

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

★ 29,895Jupyter NotebookForks 3,695

RyanCodrai/turbovec

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

★ 17,395RustForks 1,490

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.

★ 13,256JavaForks 2,651

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.

★ 13,129TypeScriptForks 1,224

neuml/txtai

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

★ 13,023PythonForks 992

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/

★ 11,941PythonForks 1,295

apache/seatunnel

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

★ 9,733JavaForks 2,434

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..

★ 7,165RustForks 887

MinishLab/semble

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

★ 6,218PythonForks 281

Eventual-Inc/Daft

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

★ 5,804RustForks 576

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.

★ 5,509JavaScriptForks 349

Marker-Inc-Korea/AutoRAG

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

★ 5,127TypeScriptForks 449

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。

★ 4,976PythonForks 428

CaviraOSS/LongMemory

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

★ 4,540TypeScriptForks 511

ARahim3/DigUp

Search your computer by what's in your files: photos, PDFs, documents, recordings, videos and code. On-device on Mac, Windows and Linux, built on Google DeepMind's EmbeddingGemma 2.

★ 4,305SwiftForks 301

lightly-ai/lightly

A python library for self-supervised learning on images.

★ 3,821PythonForks 375

twinnydotdev/twinny

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

★ 3,674TypeScriptForks 233

tensorflow/hub

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

★ 3,530PythonForks 1,636

embeddings-benchmark/mteb

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

★ 3,463PythonForks 728

towhee-io/towhee

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

★ 3,450PythonForks 256