mcp-server

haiku.rag: AI Powered RAG

Get opinionated agentic RAG with haiku.rag. For founders needing AI solutions with Python and ML integration.

From the repo · “Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling”

634 stars+6★ this week55 forksPythonGuide quality 8/10 · reviewed Jul 8Updated 10/21/2026100% free · open source
What it does

Haiku.rag provides an opinionated agentic RAG solution for founders, integrating Python and machine learning capabilities powered by LanceDB, Pydantic AI, and Docling.

When to use it
  • •When building AI solutions that require Python and ML integration
  • •For projects needing an opinionated agentic RAG with a Python interface
  • •When a startup requires a solution that leverages LanceDB, Pydantic AI, and Docling
Ready-to-paste prompt
python haiku_rag.py --help
Heads up: Ensure that the Python environment meets the version requirements specified in the haiku.rag repository, as it may require a specific version of Python or additional dependencies
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/haiku-rag && curl -fsSL https://workflowstacks.com/api/skills/haiku-rag/claude-skill -o ~/.claude/skills/haiku-rag/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

14
top-level files
14
folders
99.4M
source size
MIT
license
Key files
.pre-commit-config.yaml
AGENTS.md
README.md
File tree
.agents/
.claude/
.claude-plugin/
.github/
app/
docker/
docs/
evaluations/
examples/
haiku_rag_slim/
overrides/
plugins/
scripts/
tests/
.dockerignore
.gitignore
.pre-commit-config.yaml
.python-version
AGENTS.md
CHANGELOG.md
CLAUDE.md
CONTRIBUTING.md
LICENSE
pyproject.toml
Quick Actions
Details
Creator
ggozad
Language
Python
Category
mcp-server
Published
10/13/2024

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/haiku-rag.svg)](https://workflowstacks.com/skills/haiku-rag?utm_source=github&utm_medium=badge)
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