rag-lite

Stop re-explaining your architecture every session. Lightkeeper keeps a living knowledge map of your code that Claude reads before editing and updates before stopping.

CoreAI: TCI Interface is your powerful, 100% free and private alternative to ChatGPT Pro and Claude.ai. Run advanced AI tasks locally or in the cloud without subscriptions, data tracking, or limits. CoreAI: TCI Interface is powered by the advanced E.M.B.E.R. Framework (EmberBrain_AA).

REST API with FastAPI and OpenRouter that integrates an internal knowledge base in SQLite to provide contextualized answers (RAG-lite).

Local document library for DSH Desktop — files stay on your machine, every conversation can search / read / download them through 4 tools. 中文：设置左栏的本地资料库，文件只存本机、跨会话共享，agent 自动可见。

RAG-lite Telegram Q&A bot from Notion/Sheets knowledge base — MCP + LangChain + RAG + Confidence Gate — 1.5 hrs/day → 15 min — Make.com + n8n + Telegram + Notion API + Gemini