# Ragbits Agents
Ragbits Agents contains primitives for building agentic systems.
The package is in the experimental phase, the API may change in the future.
## Installation
To install the Ragbits Agents package, run:
```sh
pip install ragbits-agents
```
<!--
TODO: Add a minimalistic example inspired by the Quickstart chapter on Ragbits Evaluate once it is ready.
-->
<!--
TODO:
* Add link to the Quickstart chapter on Ragbits Evaluate once it is ready.
* Add link to API Reference once classes from the Evaluate package are added to the API Reference.
-->
Raw data
{
"_id": null,
"home_page": null,
"name": "ragbits-agents",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.10",
"maintainer_email": null,
"keywords": "Agents, GenAI, Generative AI, LLMs, Large Language Models, RAG, Retrieval Augmented Generation",
"author": null,
"author_email": "\"deepsense.ai\" <ragbits@deepsense.ai>",
"download_url": "https://files.pythonhosted.org/packages/e1/13/25f9a100b5952f04241af64497df6ccef4a06a22ea261960bbff722a2fd9/ragbits_agents-1.3.0.tar.gz",
"platform": null,
"description": "# Ragbits Agents\n\nRagbits Agents contains primitives for building agentic systems.\n\nThe package is in the experimental phase, the API may change in the future.\n\n## Installation\n\nTo install the Ragbits Agents package, run:\n\n```sh\npip install ragbits-agents\n```\n\n<!--\nTODO: Add a minimalistic example inspired by the Quickstart chapter on Ragbits Evaluate once it is ready.\n-->\n\n<!--\nTODO:\n* Add link to the Quickstart chapter on Ragbits Evaluate once it is ready.\n* Add link to API Reference once classes from the Evaluate package are added to the API Reference.\n-->\n",
"bugtrack_url": null,
"license": null,
"summary": "Building blocks for rapid development of GenAI applications",
"version": "1.3.0",
"project_urls": {
"Bug Reports": "https://github.com/deepsense-ai/ragbits/issues",
"Documentation": "https://ragbits.deepsense.ai/",
"Homepage": "https://github.com/deepsense-ai/ragbits",
"Source": "https://github.com/deepsense-ai/ragbits"
},
"split_keywords": [
"agents",
" genai",
" generative ai",
" llms",
" large language models",
" rag",
" retrieval augmented generation"
],
"urls": [
{
"comment_text": null,
"digests": {
"blake2b_256": "d9f6f80f546d2ed6f79e93bbe617904872d739a8cdfe366ff8321cb5b5249627",
"md5": "e8556b928d7e564e5df85294ee53fa7f",
"sha256": "95ae7bd6aba99750115a7dfdbd465bdd86028e9c541022f7c687f796edc97165"
},
"downloads": -1,
"filename": "ragbits_agents-1.3.0-py3-none-any.whl",
"has_sig": false,
"md5_digest": "e8556b928d7e564e5df85294ee53fa7f",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.10",
"size": 24050,
"upload_time": "2025-09-11T13:58:42",
"upload_time_iso_8601": "2025-09-11T13:58:42.094560Z",
"url": "https://files.pythonhosted.org/packages/d9/f6/f80f546d2ed6f79e93bbe617904872d739a8cdfe366ff8321cb5b5249627/ragbits_agents-1.3.0-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": null,
"digests": {
"blake2b_256": "e11325f9a100b5952f04241af64497df6ccef4a06a22ea261960bbff722a2fd9",
"md5": "904cce601b9ba8e234f2343b05aded44",
"sha256": "a47d21d08fe640894c93e6351a35419224be21b90489040e55d9ba3f817f06f2"
},
"downloads": -1,
"filename": "ragbits_agents-1.3.0.tar.gz",
"has_sig": false,
"md5_digest": "904cce601b9ba8e234f2343b05aded44",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.10",
"size": 26843,
"upload_time": "2025-09-11T13:58:49",
"upload_time_iso_8601": "2025-09-11T13:58:49.834273Z",
"url": "https://files.pythonhosted.org/packages/e1/13/25f9a100b5952f04241af64497df6ccef4a06a22ea261960bbff722a2fd9/ragbits_agents-1.3.0.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2025-09-11 13:58:49",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "deepsense-ai",
"github_project": "ragbits",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"lcname": "ragbits-agents"
}