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hemanth / piragi

The best RAG interface yet.

Why this job: says: rag; topics: rag, retrieval-augmented-generation, embeddings

What it does

  • Zero Config. Works with free local models out of the box
  • All Formats. PDF, Word, Excel, Markdown, Code, URLs, Images, Audio
  • Remote Storage. Read from S3, GCS, Azure, HDFS, SFTP with glob patterns
  • Web Crawling. Recursively crawl websites with / syntax
  • Auto-Updates. Background refresh, queries never blocked

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 6 days ago
Stars
132
On GitHub
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
v1.3.0
Released 6 days ago
Built with
Python
96% of the code

Is it looked after?

Contributors
1
Last 90 days
Issues
89% closed
1 still open
Pull requests
8 merged
0 waiting
Releases
7
7 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Python 96%
  • HTML 4%
  • JavaScript 1%
  • Shell <1%

Topics

  • ai
  • embeddings
  • llm
  • python
  • rag
  • retrieval-augmented-generation

Project record

  • JobRAG and search
  • StatusListed
  • Commits84
  • Forks13
  • Watching5
  • Stars in 28 days0
  • CreatedNov 11, 2025
  • First seen by usNov 7, 2026
  • CheckedNov 7, 2026

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