Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.
๐ The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
TencentDB Agent Memory is a team-level memory hub for AI Agents โ turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.
For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.
A fast, multi-threaded Redisยฎ and Valkey alternative written in Rust: drop-in compatible, with full-text and vector search built in
CorelDRAW Suite 2025 complete standalone setup, fully activated and ready to run.
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
Complete Nero Platinum 2025 installation setup, fully activated and ready to run on your desktop.
Convert academic PDF figures into self-contained vector SVG and editable PPTX with pixel-level comparison and live preview.
In the era of Generative AI, the data is the primary attack surface. This module focuses on securing the ML data pipeline from ingestion to vector storage, ensuring that the foundation of the AI model remains uncompromised and privacy-compliant.
Skill for AI agents that draws publication-quality scientific schematic figures as vector code
Pure-Rust geospatial raster and vector data I/O
Coreldraw 2025 complete standalone setup, fully pre-activated and ready to run.
Agent skills (SKILL.md) for the ArtCraft Rust creative suite โ evidence-verified, MCP/CLI surfaces โ for Claude Code, Codex, OpenCode, Devin, CommandCode, ZCode
Infinite canvas drawing/whiteboarding app for Windows, Linux and macOS. Made with Godot.
Optimized Solidity snippets.
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.
Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.
LlamaIndex is the document processing platform for AI
Hindsight: Agent Memory That Learns
Shannon is an AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities before they reach production.
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
A library for efficient similarity search and clustering of dense vectors.
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 infrastructure ceiling.
Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules.
๐ PageIndex: Document Index for Vectorless, Reasoning-based RAG
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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/
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
Open Source AI Platform - AI Chat with advanced features that works with every LLM
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free
A modern replacement for Redis and Memcached
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
Community-built comprehensive 2D content creation appplication for graphic design, digital art, and interactive real-time motion graphics powered by a node-based procedural graphics engine
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch โก ๐ โจ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
An iOS library to natively render After Effects vector animations
Open-source vector similarity search for Postgres
๐ฅ MaxKB is an open-source platform for building enterprise-grade agents. ๅผบๅคงๆ็จ็ๅผๆบไผไธ็บงๆบ่ฝไฝๅนณๅฐใ
A high-performance observability data pipeline.
Customizable Icons for React Native with support for image source and full styling.
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 from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
A vector index built on TurboQuant, written in Rust with Python bindings
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 cloud-native databaseโ.
A lightweight, lightning-fast, in-process vector database
Apache Doris is a real-time analytics and hybrid search database for AI agents.
The Swiss Army Knife of Vector Graphics Scripting โ Scriptographer ported to JavaScript and the browser, using HTML5 Canvas. Created by @lehni & @puckey
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.
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.
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
๐ก All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Modern Xposed Framework
Interactive, thoroughly customizable maps in the browser, powered by vector tiles and WebGL
The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.
Open-source search database for full-text, vector, and hybrid search with real-time indexing and SQL.
MapLibre GL JS - Interactive vector tile maps in the browser
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.