Repository Index

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

• knowledge-graph
• large-language-models
• retrieval-augmented-generation
• genai

A modular graph-based Retrieval-Augmented Generation (RAG) system

• graphrag
• rag
• llm
• llms

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

• ai
• cognitive-architecture
• vector-database
• ai-agents

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

• agentneo
• agents
• ai-performance-optimization
• llm-testing

TranslatedA toolbox of film styles made in code for Claude Code: 66 ready to use, and your own. Each style is a style prompt plus a demo film made entirely in code by Claude Opus 5.5, with no video model. By Lemomo.

• ai-agents
• ai-video
• animation
• canvas

World's first open-source enterprise world model.

• agent-memory
• knowledge-base
• knowledge-graph
• llm

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

• community-detection
• graph-clustering
• deepwalk
• networkx

Connect your company's data, let an agent draft an ontology over it, and load it into HelixDB as one graph you can explore and ask questions of. Hosted at foundry.helix-db.com, or run it on your own machine.

• ai-agents
• data-integration
• golang
• graph-database

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.

• rag
• ai-agents
• alignment
• debugging

TranslatedCopy-ready prompts & 54 cases of Opus 5.5 code-rendered videos. Claude Opus 5.5 generates videos with code: cases from across the web and prompts you can copy directly.

• claude
• claude-code
• motion-graphics
• opus

Autonomous pentest legion — AI commander + worker swarm + layered fact-intent graph. 3rd Tencent Intelligent Attack-Defense online champion (634 teams · 8h unattended · 1B tokens beat 4.5B). The Nüwa Test: give AIs Create/Language/History, let a civilization grow.

• ai-agents
• autonomous-agents
• claude-code
• ctf

Ontology-Augmented Generation for AI agents.

• agent-skills
• document-parsing
• knowledge-graph
• mineru

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.

• ai
• graphs
• synerise
• embeddings

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

• agent-security
• ai-agents
• audit-log
• claude-code

TranslatedBullFlow — Open-source enterprise RAG solution: knowledge base → automated marketing content → omnichannel publishing. The entire knowledge base pipeline runs on local open-source models, with no paid models needed; AI Agent creates image-text posts / images / videos, with one-click publishing to 17 platforms including Douyin, Xiaohongshu, WeChat Official Accounts, LinkedIn, and YouTube. Commercial-grade, multi-tenant, billing & admin built in. MIT

• ai-agents
• bge-m3
• content-generation
• elasticsearch

Fast, exact inference for StartLux-Decision models on NVIDIA GPUs: the released GGUF files on int8 and 4-bit tensor cores, behind the /v1/systemone API, with up to 5.3× lower latency than vLLM in FP8 and bit-identical answers.

• calibration
• cuda
• cuda-graphs
• decision-making

Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify intent, provenance, and evidence before high-impact tool calls.

• action-proposals
• agentic-ai
• agents
• ai

Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents

• claude-code
• cti
• llm
• rag

Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their evolution. SQLite + on-device embeddings, no cloud.

• claude-code
• claude-code-plugins
• decision-tracking
• embeddings

Go SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions.

• agent-memory
• ai-memory
• dakera
• go

Open, audit-grade agentic data quality framework with portable industry packs

• agentic-ai
• airflow
• data-engineering
• data-quality

Local CrossRef database with 167M+ works and full-text search

• abstract
• citation
• impact-factor
• localhost

Local OpenAlex database with 284M+ works, abstracts, and semantic search

• academic
• literature-review
• openalex
• python