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Explore 43 tracked GitHub repositories tagged embeddings. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 594 stars since the previous daily snapshot.

Tracked repositories: 43
Total stars: 325,867
Stars gained · 7 days: +3,334
Stars gained · 30 days: +16,351

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Star activity for embeddings repositories on this page
Repository	Total stars	Today	7 days	30 days
thedotmack/claude-mem	103.7K	+300	+1,763	+8,924
Tencent/WeKnora	35.7K	+112	+798	+5,060
NirDiamant/RAG_Techniques	30.0K	+22	+106	+436
RyanCodrai/turbovec	17.4K	+2	+24	+180
langchain4j/langchain4j	13.3K	+7	+46	+148

Explore repositories

Showing 1–43 of 43 tracked repositories.

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

Tencent/WeKnora

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

★ 35.7K+112 todayGo

NirDiamant/RAG_Techniques

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

★ 30.0K+22 todayJupyter Notebook

RyanCodrai/turbovec

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

★ 17.4K+2 todayRust

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.

★ 13.3K+7 todayJava

neuml/txtai

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

FlagOpen/FlagEmbedding

Retrieval and Retrieval-augmented LLMs

★ 12.3K+96 todayPython

apache/seatunnel

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

★ 9.8K+2 todayJava

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..

★ 7.2K+5 todayRust

machine-learning python

KevinMusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

★ 6.3K+0 todayPython

machine-learning deep-learning

MinishLab/semble

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

★ 6.3K+9 todayPython

Eventual-Inc/Daft

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

★ 5.8K+2 todayRust

machine-learning python

Marker-Inc-Korea/AutoRAG

Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and files.

★ 5.2K+4 todayTypeScript

huggingface/text-embeddings-inference

A blazing fast inference solution for text embeddings models

★ 5.1K+0 todayRust

CaviraOSS/LongMemory

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

crmne/ruby_llm

The Ruby AI framework.

lightly-ai/lightly

A python library for self-supervised learning and latent world models on images.

★ 3.8K+0 todayPython

machine-learning deep-learning

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.

★ 3.7K+3 todayTypeScript

llm developer-tools

superlinked/sie

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

qdrant/fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

★ 3.3K+2 todayPython

codedogQBY/ReadAny

AI-powered cross-platform e-book reader with semantic search, RAG chat, local vector store, notes, TTS, and WebDAV sync.

★ 2.9K+8 todayTypeScript

zilliztech/memsearch

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

milvus-io/bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

★ 2.4K+0 todayJupyter Notebook

ailia-ai/ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SDK

MinishLab/model2vec

Fast State-of-the-Art Static Embeddings

★ 2.3K+1 todayPython

ai machine-learning

agentset-ai/agentset

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

★ 2.1K+0 todayTypeScript

yoanbernabeu/grepai

Semantic Search & Call Graphs for AI Agents (100% Local)

★ 1.9K+2 todayC

activeloopai/hivemind

Hivemind turns your traces into reusable skills across agents

★ 1.6K+3 todayTypeScript

aws-samples/amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

★ 1.5K+0 todayJupyter Notebook

rag generative-ai

jxzhangjhu/Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

★ 1.4K+1 todayUnknown

kantord/SeaGOAT

local-first semantic code search engine

★ 1.3K+0 todayPython

anush008/fastembed-rs

Rust library for generating vector embeddings and reranking locally!

★ 1.0K+0 todayRust

LibreChat-AI/rag-api

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

★ 918+0 todayPython

epsilla-cloud/vectordb

A high performance Vector Database leveraging parallel graph computing

★ 874+0 todayC++

ai machine-learning

curiosity-ai/catalyst

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

★ 860+0 todayC#

ai machine-learning

ThomasVitale/llm-apps-java-spring-ai

Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.

★ 788+0 todayJava

retkowsky/Azure-AIGEN-demos

Microsoft Foundry (demos, documentation, accelerators).

DenisovAV/flutter_edge_ai

On-device AI for Flutter — Gemma and other LLMs, multimodal, function calling, embeddings, RAG and speech on Android, iOS, Web, macOS, Windows and Linux.

★ 649+2 todayDart

benmaster82/Kwipu

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.

codelion/adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

r14dd/patent

A prior-art search for your code ideas — has this dev tool already been shipped?

★ 557+1 todayRust

Muvon/octocode

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

apocas/restai

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generation with dynamic loading generators. Live chat deployment. Built-in block based graphical language. Prompt versioning and much more...

★ 515+0 todayPython