Who is ragbits-agents for?

ragbits-agents is an open-source project built for ai developers.

Does ragbits-agents have a free plan?

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

What platforms does ragbits-agents run on?

ragbits-agents runs on the web and the command line. It can also be self-hosted.

Is ragbits-agents still active?

The GitHub repository shows 21 commits in the last 90 days.

What projects are similar to ragbits-agents?

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

Who makes ragbits-agents?

ragbits-agents is developed by deepsense.ai.

How long has ragbits-agents been around?

ragbits-agents first shipped in 2024.

Back to the index

ragbits-agents

Name: ragbits-agents
Author: deepsense.ai

PyPIInfrastructure

ragbits-agents is an open-source Python library providing building blocks for rapid development of GenAI agent applications. It supports retrieval-augmented generation (RAG) and LLM integration, enabling developers to build advanced AI agents efficiently.

Open SourceMITWebCLISelf-hosted

Visit PyPI

1.7kstars

139forks

1alternative

4features

2024since

Overview

4 features

ragbits-agents sits in PulseGate's Frameworks & runtimes category. It focuses on accelerating the development of GenAI agent applications using RAG and LLMs. ragbits-agents is an open-source project aimed at ai developers. ragbits-agents is open source under the MIT license. ragbits-agents is available on the web and the command line, and it can be self-hosted.

deepsense.ai builds and maintains ragbits-agents, and it first shipped in 2024. The project is developed in the open on GitHub with 1.7k stars and 21 commits in the last 90 days. Among its 4 catalogued features are RAG support, agent framework, and LLM integration.

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

RAG support
Agent framework
LLM integration
Rapid development

Built with & integrations

Runs on

BrowserCLISelf-hosted

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed25 Jun · 23:06 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about ragbits-agents

What does ragbits-agents do?: Ragbits-agents focuses on accelerating the development of GenAI agent applications using RAG and LLMs. It is catalogued under Frameworks & runtimes on PulseGate.
Who is ragbits-agents for?: ragbits-agents is an open-source project built for ai developers.
Does ragbits-agents have a free plan?: Yes — ragbits-agents is open source under the MIT license and free to use.
What platforms does ragbits-agents run on?: ragbits-agents runs on the web and the command line. It can also be self-hosted.
Is ragbits-agents still active?: The GitHub repository shows 21 commits in the last 90 days.
What projects are similar to ragbits-agents?: Similar projects tracked by PulseGate include ragbits, ragbits-cli, and ragbits-chat.ragbits ragbits-cli ragbits-chat
Who makes ragbits-agents?: ragbits-agents is developed by deepsense.ai.
How long has ragbits-agents been around?: ragbits-agents first shipped in 2024.

At a glance

Platforms: CLI
Languages: English
License: MIT
Built for: ai developers
Model: Open source
Solves: Accelerating the development of GenAI agent applications using RAG and LLMs.

Registered as

PyPI: ragbits-agents

Developer

deepsense.ai

Community-driven

Open source

Stars: 1,651
Forks: 139
Open issues: 50
Last commit: 18 May 2026
Commits 90d: 21
Contributors: 45
Authorship: Community-driven
Default branch: main
Latest release: v1.6.2 · 31 Mar 2026

Index record

Indexed: 25 Jun 2026
Lifecycle: Alive
Last seen: 25 Jun 2026

Identity audit (12)

Slug: ragbits-agents-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: 25 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-a.
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-agents

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