{"id":24054478,"url":"https://github.com/hlfshell/arkaine","last_synced_at":"2025-10-14T19:08:53.196Z","repository":{"id":262024108,"uuid":"885630473","full_name":"hlfshell/arkaine","owner":"hlfshell","description":"arkaine is AI for makers - a framework for small composable agents","archived":false,"fork":false,"pushed_at":"2025-04-25T02:10:20.000Z","size":892,"stargazers_count":17,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-14T19:06:39.592Z","etag":null,"topics":["agents","ai","llms","makers"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hlfshell.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-11-09T01:30:43.000Z","updated_at":"2025-09-23T22:28:40.000Z","dependencies_parsed_at":"2024-11-25T23:24:20.652Z","dependency_job_id":"4657942a-77a1-4767-8b31-5f5b9c97fe3c","html_url":"https://github.com/hlfshell/arkaine","commit_stats":null,"previous_names":["hlfshell/composable-agents","hlfshell/arcaine","hlfshell/arkaine"],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/hlfshell/arkaine","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Farkaine","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Farkaine/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Farkaine/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Farkaine/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hlfshell","download_url":"https://codeload.github.com/hlfshell/arkaine/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hlfshell%2Farkaine/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279020642,"owners_count":26086895,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-10-14T02:00:06.444Z","response_time":60,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agents","ai","llms","makers"],"created_at":"2025-01-09T03:24:31.303Z","updated_at":"2025-10-14T19:08:53.169Z","avatar_url":"https://github.com/hlfshell.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# arkaine\n\nEmpower your summoned AI agents. arkaine is a batteries-included framework built for DIY builders, individuals, and small scale solutions.\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)\n\n[![Join our Discord!](https://img.shields.io/badge/Discord-7289DA?style=for-the-badge\u0026logo=discord\u0026logoColor=white)](https://discord.gg/6k7N2sV5xA)\n\n## Overview\n\narkaine is built to allow individuals with a little python knowledge to easily create deployable AI agents enhanced with tools. While other frameworks are focused on scalable web-scale solutions, arkaine is focused on the smaller scale projects - the prototype, the small cron job, the weekend project. arkaine attempts to be batteries included - multiple features and tools built in to allow you to go from idea to execution rapidly.\n\n# [📖 Documentation 👩‍🏫](https://arkaine.dev)\n\nDocumentation can be found at [arkaine.dev](https://arkaine.dev).\n\n## WARNING\nThis is a *very* early work in progress. Expect breaking changes, bugs, and rapidly expanding features.\n\n## Features\n\n- 🔧 Easy tool creation and programmatic tool prompting for models\n- 🤖 Agents can be \"composed\" by simply combining these tools and agents together\n- 🔀 Thread safe async routing built in\n- 🔄 Multiple backend implementations for different LLM interfaces\n    - OpenAI (GPT-3.5, GPT-4)\n    - Anthropic Claude\n    - Groq\n    - Ollama (local models)\n    - More coming soon...\n- 🧰 Built-in common tools (web search, file operations, etc.)\n\n## Key Concepts\n\n- 🔧 **Tools** - Tools are functions (with some extra niceties) that can be called and do something. That's it!\n- 🤖 **Agents** - Agents are tools that use LLMS. Different kinds of agents can call other tools, which might be agents themselves!\n    -  **IterativeAgents** - IterativeAgents are multi-shot agents that can repeatedly call an LLM to try and perform its task, where the agent can identify when it is complete with its task.\n    - \u0026#129520; **BackendAgents** - BackendAgents are agents that utilize a **Backend** to perform its task.\n    - 💬 **Chats** - Chats are agents that interact with a user over a prolonged interaction in some way, and can be pair with tools, backends, and other agents.\n-  **Backends** - Backends are systems that empower an LLM to utilize tools and detect when it is finished with its task. You probably won't need to worry about them!\n- 📦 **Connectors** - Connectors are systems that can trigger your agents in a configurable manner. Want a web server for your agents? Or want your agent firing off every hour? arkaine has you covered.\n- **Context** - Context provides thread-safe state across tools. No matter how complicated your workflow gets by plugging agents into agents, contexts will keep track of everything.\n\n## Installation\n\nTo install arkaine, ensure you have Python 3.8 or higher installed. Then, you can install the package using pip:\n\n```bash\nbash\npip install arkaine\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhlfshell%2Farkaine","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhlfshell%2Farkaine","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhlfshell%2Farkaine/lists"}