Search results for "vector"
Microsoft Azure Cognitive Search Client Library for Python
OpenTelemetry Qdrant instrumentation
A framework for optimizing textual system components (AI prompts, code snippets, etc.) using LLM-based reflection and Pareto-efficient evolutionary search.
Portable mixed-precision BLAS-like vector math library for x86 and ARM
PDF file reader/writer library
Structured Text Generation in Rust
Lance Namespace interface and plugin registry
Python framework for fast Vector Space Modelling
Asyncer, async and await, focused on developer experience.
Fiona reads and writes spatial data files
cffi-based cairo bindings for Python
SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness.
Vectorized spatial vector file format I/O using GDAL/OGR
Client library for the Qdrant vector search engine
Manage calls to calloc/free through Cython
Typer, build great CLIs. Easy to code. Based on Python type hints.
Ruflo CLI - Enterprise AI agent orchestration with 60+ specialized agents, swarm coordination, MCP server, self-learning hooks, and vector memory for Claude Code
Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. โ rebuilt from scratch. Unified architecture on your S3.
Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
The PHP Agentic Framework to build production-ready AI driven applications. Connect components (LLMs, vector DBs, memory) to agents that can interact with your data. With its modular architecture it's
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ๐๐ป Integrates with 50+ LLM Providers,
AI + Data, online. https://vespa.ai
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS
Agent ้ฉฑๅจ็ไธไธ็บงๅนณ้ข่ฎพ่ฎกๅทฅไฝๅฐ / Agent-powered graphic design workbench that uses HTML/CSS/SVG as the design medium, supporting vector-quality output, editable elements, multi-layer PSD export, lossless text ren
Nornicdb is a low-latency, Graph + Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Uses Neo4j Bolt/Cypher and qdrant's gRPC drivers so you can switch with no changes. T
Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a c
CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra
Endee.io โ A high-performance vector database, designed to handle up to 1B vectors on a single node, delivering significant performance gains through optimized indexing and execution. Also available i
A lightweight, lightning-fast, in-process vector database
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
It is a simple, fast, and hard-durable embedded database designed specifically for AI agent memory. It provides a single-file-like experience (no server required) but with native support for vectors,
The memory system your AI agent deserves. 4-stage hybrid retrieval โ Vector + BM25 + Knowledge Graph + Neural Reranker โ in <150ms. Self-hosted, $0/query, built for agents that need to actually rememb
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructur
Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligen
The official TypeScript/Node client for the Pinecone vector database
NextPlaid, ColGREP: Multi-vector search, from database to coding agents.
LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes impleme
Cognitive memory for AI agents โ learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
Python SDK for Milvus Vector Database
The Go client for Chroma vector database
SQLite-Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database.
OramaCore is the complete runtime you need for your projects, answer engines, copilots, and search. It includes a fully-fledged full-text search engine, vector database, LLM interface, and many more u
The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives.
Swift-based vector database for on-device RAG using MLTensor and MLX Embedders
Convert SVG and Android Vector Drawables (XML) into Jetpack Compose ImageVector code. CLI, Gradle plugin, and online playground. Kotlin Multiplatform supported.
C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.
Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.
OpenCode plugin that gives coding agents persistent memory using local vector database
A modern desktop application for exploring, managing, and analyzing vector databases
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.
HelixDB is an open-source graph-vector database built from scratch in Rust.
Uni is a modern, embedded database that combines property graph (OpenCypher), vector search, and columnar storage (Lance) into a single, cohesive engine. It is designed for applications requiring loca
Database for Android and JVM - first and fast, lightweight on-device vector database
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
aivectormemory ๆฏไธๆฌพๅบไบ Model Context Protocol (MCP) ๅผๅ็OpenClawใOpenCodeใClaudeCodeAI่ฎฐๅฟ็ฎก็ๅทฅๅ ทใๅฎไธ้จไธบ ClaudeใOpenCodeใCursor ๅ ไธปๆตIDE ็ผ็จๅทฅๅ ท่ฎพ่ฎก๏ผ้่ฟๅ้ๆฐๆฎๅบๆๆฏ่งฃๅณ AI ๅจไธๅๅฏน่ฏไผ่ฏไธญใๅฅๅฟใ็้ฎ้ขใaivectormemory: A lightweight MCP Se
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec
Website for the Weaviate vector database
High-Performance Engine for Multi-Vector Search
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto
๐ก All-in-one AI framework for semantic search, LLM orchestration and language model workflows
A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: ๐ AI Gateway (LiteLLM) ๐ค LLM Serving (vLLM, SGLang, Ollama
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
Framework for AI Backend. Build and run AI agents like microservices - scalable, observable, and identity-aware from day one.
Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.
No description
The agent engineering platform
โก Lightweight offline AI agent for local models. No cloud, no API keys โ just your GPU.
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
Open Source AI Platform - AI Chat with advanced features that works with every LLM
Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.
Cognithor - Agent OS: Local-first autonomous agent operating system. 16 LLM providers, 17 channels, 112+ MCP tools, 5-tier memory, A2A protocol, knowledge vault, voice, browser automation, Computer-us
PraisonAI ๐ฆ โ Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 ยตs overhead at 5k RPS.
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on you
Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction, plain markdown storage, hybrid search via QMD. Gives agents persistent long-term memory across conversations.
Agent Swarm framework for AI coding agents and more!
โพ๏ธ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack โพ๏ธ
The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5ร faster than industry leaders, 100% pass rate on 3,830 PDFs.
A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future ses
Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other
โก๏ธ Open-source AI Gateway โ Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.
Knowledge Engine for AI Agent Memory in 6 lines of code
LlamaIndex is the leading document agent and OCR platform
Persistent memory for AI coding agents
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM โ local or cloud.
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 generat
Self improving agents through iterations
All-in-one terminal workspace โ local shells, SSH, SFTP, remote IDE, AI agent, and file manager in a single native binary. Built with Tauri 2 and pure Rust SSH (no OpenSSL). Smart reconnect, MCP, RAG,
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Data transformation framework for AI. Ultra performant, with incremental processing. ๐ Star if you like it!
KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for building, running, and composing self-contained agents and multi-agent teams, with built-in tools, sub-agents, pe
c4 GenAI Suite
Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.
ARIS โ๏ธ (Auto-Research-In-Sleep) โ Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in โ works wi
Open-source AI desktop app with built-in knowledge base, MCP support, and multi-provider models like OpenAI, Gemini, Grok, and Ollama.
Declarative Agent Orchestration. Ship while you sleep.
EdegQuake ๐ High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 91+ formats. Available for Rust, Python
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
Agentic memory for CTI in Python โ STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents
OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents with delegated sub-agents, proactive task management, media understand
Memory that lasts and compounds. MentisDB gives agents durable memory so they do not just remember, they improve over time. It stores append-only thought chains plus a Git-like skills registry, lett
Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compou
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI),
High-Performance Encrypted Database for .NET 10 | Embedded + gRPC Server | Vector Search โข GraphRAG โข Analytics
Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Hindsight: Agent Memory That Learns
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
Data infrastructure for AI
Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (co
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. ้็จๆบ่ฝไฝๆไฝ็ณป็ป๏ผๆ้ ไฝ ็งๆ็ๅ็ฑป้็จๆบ่ฝไฝใๆฐไธไปฃAIๅบ็จ่ฎพ่ฎกใๅผๅใๅฎ่ทตๅนณๅฐ๏ผๆ ้ไปฃ็ ๏ผ่ฝปๆพๅๅปบ๏ผ้ๅๅ็ฑปไบบ็พค๏ผๆฏๆๅค็ง็ซฏๅๅธๅAPI๏ผๆไพๅฎๅ็
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
A simple, fast and versatile Datalog database
A command-line interface for MCP servers. curl for MCP.
Official Weaviate TypeScript Client
OpenTelemetry Instrumentation for AI Observability
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
Semantic code searcher and codebase utility
A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
The Mind Palace for AI Agents โ Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms โ from backend services to Android and iOS, JVM, and even in-brow
An open-source AI assistant framework with skills and agent architecture
TopK is a search engine for the AI era.
Secure AI conversations with documents, video, audio, and more. Personal workspaces for focused context, group spaces for shared insight. Classify docs, reuse prompts, and extend with modular features
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
Give your AI agents persistent memory.
CLI, MCP server, and npm library that turns any website into an API โ no docs, no SDK, no browser.
The Pinecone Python client
All-in-one local AI hub for Obsidian โ LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption, and edit history. Fully private, no cloud required.
The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.
Integrate cutting-edge LLM technology quickly and easily into your apps
Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engine memory, multi-channel (WhatsApp+Telegram+Email). Built on OpenClaw.
Nextcloud MCP Server
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
Lightweight persistent memory system for Claude Code โ FTS5 search, episode batching, error-triggered recall
An AI agent for teams, communities, and multi-user environments.
The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
JavaScript/Typescript SDK for Qdrant Vector Database
PowerMem: Your AI-Powered Long-Term Memory โ Accurate, Agile, Affordable. Also friendly support for the OpenClaw Memory Plugin.
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
NEXO Brain โ Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MC
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable,
Embedded database for agentic memory โ relational, graph, and vector under unified MVCC transactions
Benchmark for vector databases.
Teleton: Autonomous AI Agent for Telegram & TON Blockchain
Harness LLMs with Multi-Agent Programming
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
Obsidian vault intelligence
"RAG-Anything: All-in-One RAG Framework"
Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.
A selective learning and memory substrate for agentic systems โ typed, revisable, decayable memory with competence learning and trust-aware retrieval.
Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP,
Autonomous Agents (LLMs) research papers. Updated Daily.
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
A lightweight, embeddable vector database library for Go AI projects.
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) โ open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
The video search layer for AI agents. Search video by meaning โ across speech, visuals, and on-screen text.
Vectra is a local vector database for Node.js with features similar to pinecone but built using local files.
Lint your repo for AI agent compatibility.
๐ฅ Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
Official repository of the Seismic library.
A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persistence for durability.
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
AI Agent Backend Platform on FastAPI โ MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA
We gave AI agents a brain. Memory, planning, continuity, and self-repair โ the missing cognitive architecture layer. Runs on your Mac.
The documentation for SurrealDB, powered by Astro
mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI โ โฉ0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.
Your Very Own Agent: The Ultimate, Complete Edition
โจ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
Dragon Brain โ persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur
Memory that remembers the story not just the facts. Three layer sentence graph for AI agents -> Facts, Episodes, raw Sentences. One DB. Zero config.
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
Framework for benchmarking vector search engines
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
A curated list of awesome works related to high dimensional structure/vector search & database
AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangC
One API for 20+ LLM providers, your databases, and your files โ self-hosted, open-source AI gateway with RAG, voice, and guardrails.
AgenticX is a unified, production-ready multi-agent platform โ Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
๐ PageIndex: Document Index for Vectorless, Reasoning-based RAG
The Developer's Guide to AI - A Field Guide for the Working Developer
"DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
OasisDB: A minimal and lightweight vector database
Unified framework for building enterprise RAG pipelines with small, specialized models
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB โ just markdown + git sync.
Command Line telepathy. An Autonomous Al Agent for your Terminal that turns intent into Execution (Windows/Linux/Mac)
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
A unified SDK for IronCore encryption operations including vector encryption for AI data
autonomous agent with access to a tool library
A lock-free, in-memory fuzzy search engine for Kotlin Multiplatform. L2-normalized sparse vector embeddings with O(1) cosine similarity โ handles typos, transpositions, and blind continuation. Zero-al
Lightweight semantic code search engine โ 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Local-first Agentic Memory Layer for MCP Agents โข 25 tools โข Hybrid search (FTS5 + vector + MMR) โข GDPR โข 100% local
Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows
Personal knowledge graph MCP server on Cloudflare D1 + Vectorize. Deploy your own sovereign second brain in one click โ Claude captures atomic concepts, finds cross-domain analogies, and links them wi
Comprehensive Vector Data Tooling. The universal interface for all vector database, datasets and RAG platforms. Easily export, import, backup, re-embed (using any model) or access your vector data fro
A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.
RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.
Build, deploy, and orchestrate event-driven agents natively on Apache Flinkยฎ and Apache Kafkaยฎ
A comprehensive list of papers for the definition of World Models and using World Models for General Video Generation, Embodied AI, and Autonomous Driving, including papers, codes, and related website
๐ World's largest Nano Banana Pro prompt library โ 10,000+ curated prompts with preview images, 16 languages. Google Gemini AI image generation. Free & open source.
Memory library for building stateful agents
A sovereign cognitive architecture with IIT 4.0 integrated information, residual-stream affective steering (CAA), Global Workspace Theory, active inference, and 72 consciousness modules โ running loca
Multi-Agent workflow running into a Laravel application with Neuron PHP AI framework
Local-first AI agent memory โ one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embeddin
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
METAโAGENTIC ฮฑโAGI ๐๏ธโจ โ Mission ๐ฏ Endโtoโend: Identify ๐ โ OutโLearn ๐ โ OutโThink ๐ง โ OutโDesign ๐จ โ OutโStrategise โ๏ธ โ OutโExecute โก
A universal CLI for Weaviate, Milvus, Chroma, Qdrant, and other vector DBs to help view, list, create, delete, and search collections and documents in collections for development, test, and debugging
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
MCP server for token-efficient large document analysis via the use of REPL state
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for
Open-Source Intelligent Command Layer
Open-source multi-tenant AI agent platform โ 14 specialized agents, 195+ tools, 37+ AI models. Self-hosted. Fork and deploy your own AI operations team.
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
AI travel planner with 7 specialized agents, RAG, and tool-calling. Built with CrewAI & LangChain. Generates personalized itineraries with flights, hotels, activities, and cultural tips. Production-re
The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supp
Self-hosted AI Agent Memory + Code Intelligence Platform โ one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La
Frontier self improving AI intern / coworker
Official Repo of Moss
Markdown-first work-memory protocol for existing agents, with maintained knowledge, candidate notes, evals, and an example KB.
Self-hosted personal AI agent that lives in your DMs. Describe any workflow: triage Gmail, pull a Giphy feed, build a Slack bot, monitor markets. It writes the code, runs it, schedules it, and saves i
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. ๐ก๏ธ
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ๏ฝ ้ทๆ่จๆถใใใซใฝใใใใผใซ้ฃๆบใๅฎๅใ ๆฌกไธไปฃใฎใ่ชๅพๅAIใจใผใธใงใณใใDiscordใใใ๏ผ
Recallium is a local, self-hosted universal AI memory system providing a persistent knowledge layer for developer tools (Copilot, Cursor, Claude Desktop). It eliminates "AI amnesia" by automatically c
MCP plugin that intercepts AI agent edits in RAM, validates them (TypeScript compiler + gopls + pyright), auto-heals missing imports, and commits atomically. If anything breaks, disk stays untouched
Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into whatโs urgent and whatโs important, so you can finally get stuff done without burning out. Itโs simple, visual,
Universal memory layer for AI applications. Self-host in minutes. Open source.
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
๐ค Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
Production-ready AI agent framework โ semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
Learn it. Build it. Ship it for others.
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
21 Lessons, Get Started Building with Generative AI
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
Awesome list of AI-Driven Development.
๐ฉ๐ปโ๐ณ A collection of example notebooks using Haystack
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
Pocket-sized Ruby AI agent framework / LLM assistant with multi-LLM support
Local AI server with persistent memory, RAG, and multi-backend inference (MLX / llama.cpp / Ollama). Runs entirely on your machine โ zero data sent to external services.
MCP server for searching and retrieving Claude Agent Skills using vector search
Build your AI team with Crewform. Orchestrate specialized, autonomous agents to collaborate on complex tasks and connect outputs to your stack. โ AI Orchestration for Everyone
Search your files by talking to them - 100% offline
๐ค The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil
Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-
Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturity level (L1-L4). Plug in your specs. Ship.
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
A persistent, searchable filesystem for AI agents.
A Slack bot and MCP client acts as a bridge between Slack and Model Context Protocol (MCP) servers. Using Slack as the interface, it enables large language models (LLMs) to connect and interact with v
This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can
The graph-native hybrid retrieval engine for AI and GraphRAG. Graph + Vector + Full-Text in a single transactional engine.
Next generation FEniCS Form Compiler for finite element forms
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
Production-grade TypeScript AI runtime focused on reliability, governance, and reproducible LLM systems. Multi-provider gateway, agents, RAG, workflows, policy engine, audit trails, and deterministic
OpenClaw. open claw. Alternative to openclaw. WhatsApp bot. Telegram bot. Slack bot. Desktop bot. Whatsappbot,telegrambot,slackbot, consolebot,clibot,mcpbot
๐จ 100+ selected GPT Image 1.5 prompts with images, multilingual support, and instant gallery preview. Open-source prompt engineering library
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
Apache Arrow Flight clustered vector cache for high throughput Agent memory sharing
Agentic memory built on Postgres
Open-Sable is a local-first autonomous agent framework with AGI-inspired cognitive subsystems (goals, memory, metacognition, tool use). It can run continuously on your machine, integrate with chat int
A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence โ dangerous capabilities were never built.
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
This framework maps your entire codebase, tracks how every file change affects everything else, and fixes bugs automatically. Feels like having a senior engineer watching every line you touch.
Excalibase GraphQL instantly turns your database into a GraphQL API. Built with Spring Boot, it supports schema discovery, subscriptions, and type handling โ no manual resolvers needed.
Local AI anywhere, for everyone โ LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.
Themis Database System - High-performance C++ hybrid-database (graph-vector-relational-file) with AQL support and MVCC
An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGrid) into "Inbox-as-a-Service" for AI Agents.
Recursive Abstractive Processing for Tree-Organized Retrieval - Neuron PHP Framework
Local-first AI agent memory โ one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs
โก๐พ Vectro โ Compress LLM embeddings ๐ง ๐ Save memory, speed up retrieval, and keep semantic accuracy ๐ฏโจ Lightning-fast quantization for Python + Mojo, vector DB friendly ๐๏ธ, and perfect for RAG pip
Security-first AI agent orchestration system. Built-in agents with predefined capabilities, strict guardrails on what they can and cannot do, and a four-layer defense system that enforces security at
Neuron PHP Framework documentation
Connect any LLM to OpenClaw โ production-tested middleware for Qwen3-235B and beyond
A curated list of vector database solutions, libraries, and resources for AI applications - https://vectordb.works
The first cinematic 3D memory layer for the AI Era. Unify ChatGPT, Claude, and Gemini into a pulsing second brain. Real-time semantic extraction & 3D visualization.
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
๐ง Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
AI engineering framework with quality gates, persistent memory, and multi-platform support. Works inside Claude Code, Cursor, Copilot, Codex, and Gemini.
Controllable and Transparent LLM Application Framework
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
TSUKUYOMI is an advanced modular intelligence framework designed for the democratization of Intelligence Analysis via systematic analysis, processing, and reporting across multiple domains. Built on a
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge base
Local-first AI assistant โ 9 specialized agents (code, web, debug, securityโฆ), 10M token vector memory, mobile relay via secure tunnel, real-time web search and document processing. Runs 100% on your
The open framework for extensible & grounded AI agent orchestration.
๐ง Enable seamless Android app hooking with Vector, a Zygisk module offering a consistent API for module developers and users, built on the LSPlant framework.
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
Syllabus-aware RAG study assistant for university students. Answers strictly from your own notes & PDFs, unit-scoped retrieval, cross-encoder reranking, and a hallucination gate โ built to help studen
A local LLM-based autonomous agent orchestration platform featuring async background tasks, context-isolated sub-agents, dynamic knowledge injection, and strict security approval gates (Plan Mode).
Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.
Self-hosted autonomous AI agent โ runs on your PC, controls your environment, connects to any MCP server.
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
Broken RAG For The Broken Souls
A Markdown-native task runtime for agentic workflows. (AI Generated)
๐ค Transform internal knowledge retrieval with a secure, on-premise RAG-powered chatbot that enhances efficiency through natural language queries.
Deep research agent built with Neuron PHP AI framewokrk
๐ Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
๐ง Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
๐ช Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt
The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
๐ Connect your IDE or AI assistant to the Codex CLI with this open-source MCP server for efficient automation and robust code analysis.
Lean Rust AI agent: 6MB binary, 7.9MB RAM. OpenClaw replacement. Telegram + Discord + GitHub auto-PR. Ollama/Anthropic support.
๐ง Capture and manage your team's knowledge effortlessly with Eywa, ensuring no valuable memory is ever lost.
BRUNELLA AGENT SYSTEM (BAS) โ A JรVล DIGITรLIS SZERVEZETE
โก Enable real-time communication with Claude using this WebSocket server, designed for easy deployment and integration with the Claude Agent SDK.
๐ค Enhance chatbot accuracy with a self-correcting RAG system that ingests documents, retrieves data, and evaluates responses in real-time.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
๐ค Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.
๐๏ธ Simplify booking with this AI service agent that processes queries, finds local options, and offers immediate slots and notifications.
๐ง Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
The ultimate native macOS AI Agent. Blends local MLX SLMs with 3D cognitive Metal rendering and autonomous system integrations.
๐ Implement hybrid search using Vespa and FastAPI, blending BM25 and dense semantic retrieval for efficient, accurate information retrieval.
๐ Enhance code search accuracy with Smart Coding MCP, an AI-driven server that uses intelligent embeddings for quick, relevant results.
๐ Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.
๐ Build and scale reliable Retrieval-Augmented Generation (RAG) systems with this curated collection of tools, frameworks, and best practices.
A MCP server to use StatCAN data
A code generator for array-based code on CPUs and GPUs
Enable autonomous AI workflows with a local-first, zero-trust Rust framework for high-performance multi-agent orchestration and deterministic execution.
๐ค Recommend TV shows by matching favorites, averaging embeddings, and finding similar titles using fuzzy search and vector similarity.
๐ Enable smart document and data search with AI-powered chat, vector search, and SQL querying across multiple file formats.
โก Optimize vector searches with a hyper-efficient cache that uses machine learning for faster, smarter data access and reduced costs.
๐ท Transform any camera into ROS2 image topics for seamless integration with robotic systems and effective VLA model deployment.
๐ ๏ธ Simplify tool calls for any LLM with AnyToolCall, an OpenAI-compatible middleware that bypasses native constraints through prompt injection.
๐ Build memory and retrieval infrastructure for ReasonKit, enhancing data management and access for your applications with ease and efficiency.
๐ ๏ธ Simplify your tasks with MineContext, an open-source AI tool that provides context-aware support for clarity and efficiency in work and study.
Modular multi-agent orchestration framework powered by LangGraph and FastAPI.
๐ง Explore a FAIR-compliant knowledge graph that analyzes ancient debates on free will, fate, and moral responsibility from the 6th century BCE to CE.
๐ Build an enterprise-ready RAG system to enhance technical documentation querying with LangGraph and multi-step reasoning workflows.
Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services
Detect physical hits on your laptop and play audio responses using sensors in a lightweight, cross-platform binary.
๐ Learn from diverse sources with OmniLearnAI, an intelligent platform that combines documents, videos, and more, all with reliable citations.
An AI guardian that remembers, watches, and acts.
Build semantic vector databases from code and docs to enable AI agents to understand and navigate your entire codebase effectively.
๐ฐ Fetch and summarize news articles locally using a Retrieval-Augmented Generation system powered by AI models for efficient information access.
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Augment any database with VeriSimDB octad capabilities โ drift detection, provenance, temporal versioning, modality overlays
Chronos is visual AI agent builder - tailored for self-hosted deployments and observability
Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.
Enable local document ingestion and retrieval-augmented generation with a secure, .NET-based pipeline that keeps data on your machine.
Provide context-based, accurate answers to syllabus questions using AI powered by Retrieval-Augmented Generation for effective student learning.
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Reference Implementations for the RAG bootcamp
๐จ Create stunning logos effortlessly with ai-logo-maker, your offline tool for designing unique identities while keeping your data secure and local.
๐ฆพ A productionโready research outreach AI agent that plans, discovers, reasons, uses tools, autoโbuilds cited briefings, and drafts tailored emails with toolโchaining, memory, tests, and turnkey Dock
A multi-modal vector database that supports upserts and vector queries using unified SQL (MySQL-Compatible) on structured and unstructured data, while meeting the requirements of high concurrency and
Complete open-source AI collaboration suite and multi-agent platform featuring LLM orchestration, automation, and virtual assistants. Scales seamlessly from small deployments to large enterprise envir
The AI agent that sees before it acts โ perception-driven, file-based, pluggable personal AI agent framework
็ผ็จๅฏผ่ช 2025 ๅนด AI ๅผๅๅฎๆๆฐ้กน็ฎ๏ผๅบไบ Spring Boot 3 + Java 21 + Spring AI ๆๅปบ AI ๆ็ฑๅคงๅธๅบ็จๅ ReAct ๆจกๅผ่ชไธป่งๅๆบ่ฝไฝYuManus๏ผ่ฆ็ AI ๅคงๆจกๅๆฅๅ ฅใSpring AI ๆ ธๅฟ็นๆงใPrompt ๅทฅ็จๅไผๅใRAG ๆฃ็ดขๅขๅผบใๅ้ๆฐๆฎๅบใTool Calling ๅทฅๅ ท่ฐ็จใMCP ๆจกๅไธไธๆๅ่ฎฎใAI Agent ๅผๅใCurs
AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embed
Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services
Demo RAG API (FastAPI, OpenAI, ChromaDB, Docker) automatically generated using the OpenAI Codex CLI tool. Highlights Codex's capability for rapid, complex application development.