#Embeddings
Showing 60 of 347 repositories tagged #embeddings, ranked by stars
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
Persistent Context Across Sessions for Every Agent โ 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
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
๐ก All-in-one AI framework for semantic search, LLM orchestration and language model workflows
A vector index built on TurboQuant, written in Rust with Python bindings
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.
100+ Chinese Word Vectors ไธ็พ็ง้ข่ฎญ็ปไธญๆ่ฏๅ้
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.
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/
Retrieval and Retrieval-augmented LLMs
SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.
Postgres with GPUs for ML/AI apps.
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..
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Memory library for building stateful agents
High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
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.
A blazing fast inference solution for text embeddings models
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.
One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.
A python library for self-supervised learning on images.
A library for transfer learning by reusing parts of TensorFlow models.
A curated list of Generative AI tools, works, models, and references
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
๐ Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
The collection of pre-trained, state-of-the-art AI models for ailia SDK
Distributed vector search for AI-native applications
This repository is deprecated and will be archived
Basic Utilities for PyTorch Natural Language Processing (NLP)
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
Fast State-of-the-Art Static Embeddings
Open-source inference server and production cluster for all the models your agent needs.
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
Text-To-Speech, RAG, and LLMs. All local!
A robust, all-in-one GPT interface for Discord. ChatGPT-style conversations, image generation, AI-moderation, custom indexes/knowledgebase, youtube summarizer, and more!
A curated list of awesome embedding models tutorials, projects and communities.
Semantic search and document parsing tools for the command line
Semantic Search & Call Graphs for AI Agents (100% Local)
Bringing BERT into modernity via both architecture changes and scaling
LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain
A fast, efficient universal vector embedding utility package.
All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.
This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models
Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.
Hivemind turns your traces into reusable skills across agents
Solves basic Russian NLP tasks, API for lower level Natasha projects
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
local-first semantic code search engine
GPT-vup BIliBili | ๆ้ณ | AI | ่ๆไธปๆญ
An Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!
GPU-accelerated force graph layout and rendering
This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.