Rag Alternative Python Packages

wiki-fabric

Wiki Fabric (very early alpha) — Git-native, testable knowledge governance for AI coding agents. Not yet stable.

synthadoc

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-magnet

Remembers your project so you don't have to explain it again. Memory across Claude, Codex, Cursor.

synto

More than just Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows. Zero sharing. Your notes stay yours.

obsidian-llm-wiki

Karpathy’s LLM Wiki, 100% local with Ollama. Drop Markdown notes → AI extracts concepts → your Obsidian wiki auto-links and grows. Zero sharing. Your notes stay yours.

hypotree

Memory that forgets: a persistent, self-revising belief-state MCP server and Python API for agentic R&D. Uses a hypothesis DAG to auto-prune dead ends and deduce truth without extra probes.

wikimcp

Git-backed multi-user wiki MCP server — long-term memory for any AI. Inspired by Karpathy's LLM Wiki pattern.

fathom-mcp

An MCP server for local file knowledge. Bridges file systems and LLMs using ugrep and poppler-utils to offer full-text search, fuzzy matching, and hierarchical context access for PDFs and codebases, all in a read-only, secure environment.

kortexio-contextmemory

Agentic gateway providing persistent LLM memory via a markdown wiki. Open-source core of Kortexio.

klore

Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki pattern.