WorkflowStacks

The marketplace for AI skills that launch offers, rank in AI search, and automate operations. No coding required.

𝕏⚡💬

Marketplace

  • Browse Skills
  • AI Agents
  • Claude Skills
  • MCP Servers
  • Prompts

Solutions

  • For Founders
  • For Agencies
  • For Ecommerce
  • Agent Builder
  • Starter Packs
  • Playbooks

Learn

  • How It Works
  • What Are Skills
  • What Are Agents
  • What Is MCP
  • For Creators
  • Security

Company

  • About
  • Enterprise
  • API Docs
  • Terms
  • Privacy
  • Support
Compatible with
🤖ChatGPT
✨Claude
💎Gemini
🛍️Shopify
🔍Ahrefs
📊Sheets
💬WhatsApp
📱Meta Ads
+50 more

© 2026 WorkflowStacks. All rights reserved.

TermsPrivacySupport
ai-agent

GraphRAG: Turn Complex Data into Strategic AI Insights

A powerful graph-based AI research tool that helps founders transform unstructured data into actionable intelligence for strategic decision-making. Advanced retrieval augmentation for smarter knowledge extraction.
33,391 stars3,534 forksPythonUpdated 5/28/2026100% free · open source
What it does

Transforms complex, unstructured data into clear insights by creating intelligent knowledge graphs that help you extract meaningful strategic information.

When to use it
  • •Analyzing large volumes of text documents for research and competitive intelligence
  • •Breaking down complex industry reports or market research into digestible insights
  • •Creating comprehensive knowledge bases from scattered information sources
Quick start
  1. 1Install via pip: pip install graphrag
  2. 2Prepare your input data documents in a clean text or CSV format
  3. 3Configure graph settings and embedding model in config file
  4. 4Run initial graph generation and query your knowledge base
Ready-to-paste prompt
graphrag analyze --input market_reports/ --output insights.json --model gpt-4

Topics

gpt
gpt-4
gpt4
graphrag
llm
llms
rag
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.

20
top-level files
8
folders
202.6M
repo size
MIT
license
Key files
cspell.config.yaml
README.md
File tree
.github/
.semversioner/
.vscode/
docs/
packages/
scripts/
tests/
unified-search-app/
.gitattributes
.gitignore
.vsts-ci.yml
breaking-changes.md
CHANGELOG.md
CODE_OF_CONDUCT.md
CODEOWNERS
CONTRIBUTING.md
cspell.config.yaml
DEVELOPING.md
dictionary.txt
LICENSE
mkdocs.yaml
pyproject.toml
RAI_TRANSPARENCY.md
README.md
Quick Actions
Details
Creator
microsoft
Language
Python
Category
ai-agent
Published
3/27/2024

Related skills

More ai-agent tools founders pair with this one.

ai-agent★ 172,909
Ollama: Run AI Models Locally on Your Own Machine
Instantly deploy top open-source AI models without cloud dependencies. Perfect for founders building AI applications with complete privacy and control.
ai-agent★ 165,332
Karpathy Skills: AI Coding Wisdom for Smarter Development
Unlock advanced LLM coding strategies from a leading AI researcher. Essential reference for founders building intelligent code agents and AI products.
ai-agent★ 161,190
Transformers: Ship AI Models in Minutes, Not Months
Quickly define, train, and deploy state-of-the-art machine learning models across text, vision, and audio. Perfect for AI founders building intelligent applications.
ai-agent★ 114,247
llama.cpp
LLM inference in C/C++
ai-agent★ 81,719
RAGFlow: Build Context-Aware AI Agents 10x Faster
Python toolkit for startup founders wanting powerful retrieval-augmented generation with advanced agent capabilities. Supercharge your LLM context management with open-source AI infrastructure.
ai-agent★ 75,645
OpenHands: AI-Driven Dev
Get AI-driven development tools with OpenHands. For founders and developers.