Repository Index

A new SOTA for RAG — an original retrieval architecture and an open-source knowledge base for humans and agents.

• ai
• knowledge-graph
• llm
• rag

Token-scale scientific discovery engine — autonomous hypothesis generation, experiment execution, and knowledge graph synthesis

LedFx is a network based LED effect engine designed to deliver advanced real-time audio effects to a wide variety of devices.

• python
• music-visualizer
• audio-processing
• qlc

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-managed and self-improved without the use of any tools.

• agent-skills
• agentic-ai
• cli-tool
• domain-adaptation

A wiki system with complex functionality for simple integration and a superb interface. Store your knowledge with style: Use django models.

• python
• django
• django-wiki

TranslatedTurn PDFs, books and papers into interactive learning webpages | Turn complex materials into learning webpages that are traceable, quizzable, and support note-taking

• agent-skills
• ai-agent
• claude-code
• codex

Coordinate Claude, Codex and Cursor windows with shared tasks, acknowledgements, prechecks, parallel tests, source-bound proofs and independent review. Built-in skills recall lessons, simplify code and forecast work. Track progress, decisions and evidence in a bilingual local dashboard, with MCP plugins. Browse skills and verified security audits.

• agent-skills
• ai-agents
• claude-code
• code-review

TranslatedA platform for building and running digital employees for enterprises: it solidifies the experience, processes, and judgment standards of professional employees into AI digital employees that can be put to work at any time and are configurable, approvable, and observable.

• ai-agent
• ai-platform
• digital-employee
• enterprise-ai

Ontology-Augmented Generation for AI agents.

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

Turn DeepSeek Harness into a self-hosted enterprise Agent platform with knowledge, deep research, content generation, vibe coding, browser automation, governance, and admin controls.

• agent
• ai-agents
• dsh-plugin
• enterprise-agents

Tor Iptables script is an anonymizer that sets up iptables and tor to route all services and traffic including DNS through the Tor network.

• tor
• iptables
• tor-iptables-script
• tor-ip-switcher

NVIDIA Auto Ontology's semantic layer and a personal knowledge base as an MCP server for Claude, ChatGPT and other MCP clients. No LLM API key needed.

• chatgpt
• claude
• mcp
• mcp-server

Local-first AI trend radar and live-session distillation

• ai
• bilibili
• douyin
• knowledge-management

Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.

• gpt
• openai
• context
• embedding

Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.

• ai-agents
• mathematics
• neuro-symbolic
• reasoning

A decision-model-based ontology & knowledge-graph builder — builds governed knowledge graphs from your documents, every fact gated and traceable to its evidence.

• graphrag
• information-extraction
• knowledge-graph
• llm

Schema and generated objects for biolink data model and upper ontology

• biolink
• monarchinitiative
• gene-ontology
• datamodel

Feather agent harness, training integrations, and evaluation tools for knowledge work

TranslatedAn Agent programming Harness engineering framework, from requirement clarification to trusted delivery

• code-intelligence
• coding-agents
• developer-tools
• knowledge-management

Windows Registry Knowledge Base

TranslatedIngesting Douyin videos and image-text posts into a knowledge base: local speech transcription and text recognition, generating Obsidian notes by topic, and maintaining an index and logs; driven by an Agent, with CC Connect as an optional integration.

• agent-skills
• douyin
• knowledge-management
• obsidian

Bitemporal AI memory system: six-variable decay, time-graded recall, TTL expiry, dedupe, competitive retrieval (Neo4j + PostgreSQL + Redis)

• agent-memory
• ai
• bitemporal
• graphiti

Agent skills for Codex and Claude Code that preserve project context, decisions and next steps across AI sessions in plain Markdown.

• agent-skills
• ai-coding
• claude-code
• claude-skills

The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base

• mcp
• data-sources
• ai
• awesome-list