RAG · Search

zg indexes your workspace so both terminal users and AI agents can query by meaning or exact text without sending code to the cloud.

It exists because most RAG tutorials end at 'hello vector DB,' while production requires query routing, evidence budgets, and circuit breakers.

ArcadeDB crams graph, document, key-value, time-series, search, and vector models into a single engine so you can stop duct-taping databases together.

A multi-agent pipeline that automates the full math-modeling competition workflow—from problem analysis to code execution to formatted paper generation.

MEMANTO treats memory as an active agent, not a passive vector dump, with typed storage and instant retrieval.

A hands-on Node.js tutorial series that makes you implement embeddings, vector stores, and retrieval yourself so RAG stops feeling like magic.

It bundles hybrid search, knowledge graphs, and neural reranking into a fully-local Streamlit app for chatting with your documents.

A project-based course that teaches LangChain v1 and LangGraph by building real agents with real APIs.

It builds an agent-ready knowledge base over your local files without dragging them into a proprietary workspace.

ToolUniverse standardizes how any LLM discovers and executes over 1,000 scientific tools, from literature search to molecular simulation, so AI agents can perform actual research rather than just summarizing it.

Arkon is a self-hosted knowledge hub that doesn't just chunk documents—it compiles them into a reviewed, versioned wiki and serves it to Claude through MCP.

It gives coding agents a persistent SQLite-backed knowledge graph so they stop forgetting how the project works between sessions.

wigolo gives AI coding agents a local, keyless web research layer that runs entirely on your machine and bills nothing per query.

DDGS is a metasearch library that lets you query Google, Bing, DuckDuckGo, and others without signing up for anything.

It exists because RAG shouldn't be the only way to turn a file dump into usable knowledge.

SoloMD is a local-first markdown editor that bundles an MCP server so Claude, Cursor, or Codex can read and write your vault—while forcing every agent edit onto a branch you accept or reject.

Weave gives Go developers a plugin-based chassis for bolting on LLMs, agents, and RAG without touching core code.

ReadAny treats your e-book library as a local vector store so you can search by meaning, chat with your books, and stop forgetting what you read.

It exists to turn knowledge bases into AI-search-friendly content assets, then distribute them across WordPress, static sites, and custom agents.

A Rust search engine that auto-indexes folders so AI agents can query code and documents without stuffing their context windows.