Who should use ragbits-chat?

ragbits-chat is an open-source project built for AI developers building GenAI and RAG-based applications.

Is ragbits-chat free?

Yes — ragbits-chat is open source under the MIT license and free to use.

What platforms does ragbits-chat run on?

ragbits-chat runs on the web, the command line, and API.

Is ragbits-chat still maintained?

The GitHub repository shows 24 commits in the last 90 days.

What projects are similar to ragbits-chat?

Similar projects tracked by PulseGate include ragbits, ragbits-cli, and ragbits-agents.

Who develops ragbits-chat?

ragbits-chat is developed by deepsense.ai.

When did ragbits-chat launch?

ragbits-chat first shipped in 2024.

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ragbits-chat

Name: ragbits-chat
Author: deepsense.ai

PyPIInfrastructure

ragbits-chat is an open-source API providing building blocks for rapid development of GenAI applications using retrieval-augmented generation. It supports prompt management and RAG workflows for AI developers.

Open SourceMITWebCLIAPI

Visit PyPI

1.6kstars

139forks

1alternative

5features

2024since

Overview

5 features

ragbits-chat sits in PulseGate's RAG, search & retrieval category. It enables developers to quickly build GenAI applications with retrieval-augmented generation via API. It is built as an open-source project for AI developers building GenAI and RAG-based applications. The project is open source (MIT). It runs on the web, the command line, and API.

Behind ragbits-chat is deepsense.ai, and it first shipped in 2024. Development happens publicly on GitHub with 1.6k stars and 24 commits in the last 90 days. Among its 5 catalogued features are API integration, prompt management, and RAG support.

Summary written by a language model from the project’s public pages.

API integration
Prompt management
RAG support
GenAI workflows
Open source

Built with & integrations

Runs on

BrowserCLIAPI-only

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed17 Jun · 19:36 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about ragbits-chat

What does ragbits-chat do?: Ragbits-chat enables developers to quickly build GenAI applications with retrieval-augmented generation via API. It is catalogued under RAG, search & retrieval on PulseGate.
Who should use ragbits-chat?: ragbits-chat is an open-source project built for AI developers building GenAI and RAG-based applications.
Is ragbits-chat free?: Yes — ragbits-chat is open source under the MIT license and free to use.
What platforms does ragbits-chat run on?: ragbits-chat runs on the web, the command line, and API.
Is ragbits-chat still maintained?: The GitHub repository shows 24 commits in the last 90 days.
What projects are similar to ragbits-chat?: Similar projects tracked by PulseGate include ragbits, ragbits-cli, and ragbits-agents.ragbits ragbits-cli ragbits-agents
Who develops ragbits-chat?: ragbits-chat is developed by deepsense.ai.
When did ragbits-chat launch?: ragbits-chat first shipped in 2024.

At a glance

Platforms: CLI
Languages: English
License: MIT
Built for: AI developers building GenAI and RAG-based applications
Model: Open source
Solves: Enables developers to quickly build GenAI applications with retrieval-augmented generation via API.

Registered as

PyPI: ragbits-chat

Developer

deepsense.ai

Community-driven

Open source

Stars: 1,648
Forks: 139
Open issues: 50
Last commit: 18 May 2026
Commits 90d: 24
Contributors: 45
Authorship: Community-driven
Default branch: main
Latest release: v1.6.2 · 31 Mar 2026

Index record

Indexed: 17 Jun 2026
Lifecycle: Alive
Last seen: 17 Jun 2026

Identity audit (12)

Slug: ragbits-chat-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 17 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Recorded source: taxonomy-pass-b.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://pypi.org/project/ragbits-chat

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