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GitHub Repo to RAG

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Turn any public GitHub repository into a clean dataset of code and documentation files. One download, no API token, no rate limits. Built for AI coding assistants and RAG.

Pricing

from $3.00 / 1,000 results

Rating

0.0

(0)

Developer

Neil Sangwaiya

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Categories

Developer tools

Agents

You can access the GitHub Repo to RAG programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "repoUrl": "https://github.com/apify/crawlee" }
9
10# Run the Actor and wait for it to finish
11run = client.actor("bindler/github-repo-to-rag").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

GitHub Repo to RAG: Code and Docs as Markdown API in Python

The Apify API client for Python is the official library that allows you to use GitHub Repo to RAG API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

GitHub Repo to RAG API in JavaScript

GitHub Repo to RAG API through CLI

GitHub Repo to RAG OpenAPI definition

GitHub Repo to RAG API

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Extract GitHub repository metadata using GitHub API and scraping. Get repo info, stars, forks, language, topics, and README content. Perfect for research, analysis, and building datasets.

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Turn any list of GitHub repos, users/orgs or a search query into clean, structured JSON — stars, forks, watchers, open issues, language, topics, license, homepage and timestamps. Powered by the public GitHub REST API; no login required, add a token to raise the rate limit.

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fortuitous_pirate/github-scraper

Extract GitHub repository data including trending repos, search results, and contributor lists. Get stars, forks, language, topics, license, and activity dates. No authentication required for public data — optional GitHub token for higher rate limits.

Fortuitous Pirate

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blaise_pascal/github-repo-info

Look up public GitHub repository stats — stars, forks, language, license, and description. Uses the official GitHub REST API.

Blaise Jordy

GitHub Repository Scraper

navy_currant/github-repo-scraper

Search and export GitHub repositories via the official GitHub API. Filter by keyword, language, and stars; get full repo metadata for market research, lead generation, and dev intelligence.

Ishaan

Docs-to-RAG Optimizer

vamsi-krishna/docs-to-rag-optimizer

Convert public developer documentation into clean Markdown, semantic RAG chunks, token counts, duplicate hashes, JSONL exports, and quality warnings for AI assistants.

Vamsi Krishna

Gitingest: GitHub to LLM Context

gauzy_synthesizer/gitingest-repo-to-llm

Turn any GitHub repository into a single text file optimized for LLMs (ChatGPT, Claude, DeepSeek). Perfect for RAG pipelines, code debugging, and AI context extraction.