# swarms

> The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

- **URL**: https://www.freshcrate.ai/projects/swarms
- **Author**: kyegomez
- **Category**: Frameworks
- **Latest version**: `6.8.1` (2024-12-27)
- **License**: Apache-2.0
- **Source**: https://github.com/kyegomez/swarms
- **Homepage**: https://docs.swarms.world
- **Language**: Python
- **GitHub**: 6,393 stars, 834 forks
- **Registry**: github
- **Tags**: `agentic-ai`, `agentic-workflow`, `agents`, `ai`, `artificial-intelligence`, `chatgpt`, `gpt4`, `gpt4all`, `python`

## Description

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `6.8.1` | 2024-12-27 | Low | 6.8.1 |
| `5.3.7` | 2024-07-15 | Low | - [GRAPH WORKFLOW] |
| `2.5.0` | 2023-12-01 | Low | Swarms Version 2.5.0 Changelog  Commits on Dec 1, 2023  Fix: execute_futures_dict  Commit ID: 452bf7d Fix: execute_futures_dict  Commit ID: 1c280b1 Cleanup  Commit ID: 64ecedb AbstractLLM  Commit ID: a0a0128 Update base_multimodal_model.py  Commit ID: 061db36 Feature: Readme  Commit ID: b726f04 Feature: Docs for AbstractLLM, Docs for BaseMultiModalModel  Commit ID: a7a6d54 Feature: AutoScaler Prototype, Tests  Commit ID: 3ae305e Feature: Agent prompt cleanup  Commit |
| `2.4.2` | 2023-11-25 | Low | # 2.4.2 Release  75f3cf1: [FEAT][Flow.run() img = None for conditional img inputs, BaseMultiMod... a92a6a5: FEAT: [BEAUTIFY in GPT4Vision][Disable logging in init of swarms] f895497: Jarvis demo, base multimmodalmodel, whisperx -> whisperx_model 51c82cf: Commits on Nov 24, 2023 gpt4vision features and api 9390efb: cleanup b9fea7b: gpt4v docs 66d9f70: GPT4Vision + multimodal dfa4197: Merge pull request #190 from elder-plinius/master 539bfea: Add files via upload 97a79ac: Create assembl |
| `2.3.1` | 2023-11-15 | Low | Changelog for version 2.3.1:  Commit on Nov 14, 2023: kyegomez committed b2dd2ef - tests for yi, stable diffusion, timm models, etc kyegomez committed dfea671 - no api key kyegomez committed 720a728 - mistral caller, openai version 2.8, llama function caller, tests for ... kyegomez committed 699c943 - mistral caller, openai version 2.8, llama function caller, tests for ... kyegomez committed 5f56023 Commits on Nov 13, 2023: kyegomez committed 7db6930 - clean kyegomez committed 0d0e5e5 |
| `2.2.2` | 2023-11-11 | Low | - Removed fuyu in the __init__ |
| `2.2.1` | 2023-11-11 | Low | [fuyu attempted fix](https://github.com/kyegomez/swarms/commit/bcf2b888739eaeac8747ec30eec06cb8c04e9eeb) |
| `2.1.9` | 2023-11-11 | Low | # Changelog for version 2.1.9 - Commits on Nov 11, 2023  CLEANUP: swarms.agents, removed unused files [07bcd22] 50+ tests for cohere [bdc7337] Tests clean up, import file paths, and env PSG connection strings [4197920] Environment setup [0c6daf7] Tests for groupchats, anthropic [9402dab] New version [76fd9a0] Tests, workflow fixes, torch version [2e6efb4] Release workflow [e8e024f] Created codacy.yml [d2b5fc9] Created codeql.yml [6dcaab6] Created docker-publish.yml [1d01402] Created |
| `2.1.7` | 2023-11-11 | Low | Changelog:  [2e6efb4] Release workflow [e8e024f] Create codacy.yml [d2b5fc9] Create codeql.yml [6dcaab6] Create docker-publish.yml [1d01402] Create python-app.yml [aae6c03] Create docker-image.yml [fdcfa0c] Tools for flow and general cleanup [0e335b1] Commits on Nov 10, 2023 - 2.1.7, no langchain experimental [a610ff7] Dalle3 production grade ready [41e5f17] No schemas [d26531f] Commits on Nov 9, 2023 - Dockerfile [4596ddc] Dockerfile running [991979d] Dynamic max loops, + gpt4 cle |
| `2.0.5` | 2023-11-07 | Low | Changelog for Release 2.0.5:  -   Nov 7, 2023:      -   Cleaned up unused code. [commit: 7a5e82b]     -   Removed useless code, no more worker, etc. [commit: bb496f4]     -   Added version. [commit: 7bc6b9c]     -   Added docs for Misral and Groupchat. [commit: 55a4e9a]     -   Merged pull request #100 from vyomakesh09/master. [commit: 4f68c54]     -   Fixed typo in bfloat16. [commit: b61fcf3] -   Nov 6, 2023:      -   Removed open interpreter, cleaned up docs, added add messages to |

## Citation

- HTML: https://www.freshcrate.ai/projects/swarms
- Markdown: https://www.freshcrate.ai/projects/swarms.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/swarms/deps

_Generated by freshcrate.ai. Indexes github releases for AI-agent ecosystem packages._