PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
168,713

Apps indexed

 

Freshness
6 min ago

Last update

 

Cadence
1,513/day

7-day average

Indexed today: 1,078

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raggity

pypi.org·Infrastructure

raggity is an open-source CLI tool that enables retrieval-augmented generation (RAG) over local notes, documents, and PDFs, leveraging Claude for answering queries. It supports hybrid search and is designed for users who want privacy and control over their data.

Open SourceAGPL-3.0-or-later
CLI
R
Visit PyPI↗

Overview

5 features

raggity is a RAG, search & retrieval product. It focuses on enabling local and hybrid retrieval-augmented generation over personal documents using advanced LLMs. It is built as an open-source project for knowledge workers and AI enthusiasts. raggity is open source under the AGPL-3.0-or-later license. raggity is available on the command line.

Behind raggity is IxMxAMAR, and the product first shipped in 2026. PulseGate's similarity index finds few close equivalents — raggity occupies a relatively distinct niche. Key capabilities include RAG over notes, PDF support, and local-first.

  • ✓RAG over notes
  • ✓PDF support
  • ✓Local-first
  • ✓Hybrid search
  • ✓Claude integration

Tags

rag-clilocal-llmpdf-retrieval

AI capabilities

TextInference: HybridWeights: Proprietary

Built with & integrations

AI providers
openaianthropic
Runs on
CLI

Trust & compliance

LicenseAGPL-3.0-or-later
Verified signals
✓ HTTPS✓ Open Source✓ GitHub

Recent events

Latest indexed changes and source events

  1. IndexedJul 1, 1:03 AM

    raggity discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about raggity

What does raggity do?
Raggity focuses on enabling local and hybrid retrieval-augmented generation over personal documents using advanced LLMs. It is catalogued under RAG, search & retrieval on PulseGate.
Who is raggity for?
raggity is an open-source project built for knowledge workers and AI enthusiasts.
Is raggity free?
Yes — raggity is open source under the AGPL-3.0-or-later license and free to use.
What platforms does raggity run on?
raggity runs on the command line.
Is raggity still maintained?
PulseGate's automated liveness checks currently classify raggity as active.
What are alternatives to raggity?
Similar tools tracked by PulseGate include ragscore, jragmunch, and ms-rags-all-in-one.ragscorejragmunchms-rags-all-in-one
Who makes raggity?
raggity is developed by IxMxAMAR.
When did raggity launch?
raggity first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
AGPL-3.0-or-later
First seen
Jul 1, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
knowledge workers and AI enthusiasts
Model
Open source
Solves
Enabling local and hybrid retrieval-augmented generation over personal documents using advanced LLMs.

Developer

IxMxAMAR
↗ GitHub

Open source

View on GitHub →

PulseGate index

Confidence
Low · 64
Indexed
Jul 1, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
2w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmr1dhzow06gbjltg3vzow8u3
Slug
raggity-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 1, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 3, 2026
Canonical URL
https://pypi.org/project/raggity

Similar apps

Other apps tracked under the same category.

  • ragscore
    github.com
  • jragmunch
    pypi.org
  • ms-rags-all-in-one
    pypi.org
  • ragstash
    pypi.org
  • ragdata
    github.com
  • ragbits-cli
    pypi.org