{"id":34060600,"url":"https://github.com/intentional-ai/intentional","last_synced_at":"2026-04-10T10:31:33.811Z","repository":{"id":258275757,"uuid":"867238535","full_name":"intentional-ai/intentional","owner":"intentional-ai","description":"Intentional is an open-source framework to build reliable LLM chatbots that actually talk and behave as you expect.","archived":false,"fork":false,"pushed_at":"2024-12-31T18:00:16.000Z","size":1378,"stargazers_count":13,"open_issues_count":6,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-12-16T00:41:09.595Z","etag":null,"topics":["chatbot","genai","llm"],"latest_commit_sha":null,"homepage":"https://intentional-ai.github.io/intentional/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/intentional-ai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE.txt","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}},"created_at":"2024-10-03T17:31:50.000Z","updated_at":"2025-10-04T15:46:01.000Z","dependencies_parsed_at":"2024-11-22T12:27:34.733Z","dependency_job_id":"22e607af-ee1d-4758-b4f7-0e5e9244b4f9","html_url":"https://github.com/intentional-ai/intentional","commit_stats":null,"previous_names":["intentional-ai/intentional"],"tags_count":17,"template":false,"template_full_name":null,"purl":"pkg:github/intentional-ai/intentional","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intentional-ai%2Fintentional","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intentional-ai%2Fintentional/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intentional-ai%2Fintentional/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intentional-ai%2Fintentional/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/intentional-ai","download_url":"https://codeload.github.com/intentional-ai/intentional/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/intentional-ai%2Fintentional/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31638389,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-10T07:40:12.752Z","status":"ssl_error","status_checked_at":"2026-04-10T07:40:11.664Z","response_time":98,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["chatbot","genai","llm"],"created_at":"2025-12-14T04:11:17.891Z","updated_at":"2026-04-10T10:31:33.800Z","avatar_url":"https://github.com/intentional-ai.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Intentional\n\nIntentional is an open-source framework to build reliable, multimodal and multi-channel LLM chatbots that actually talk and behave as you expect.\n\nNOTE: Intentional is still in its very early stages, and there are a lot of rough edges to it. To give any feedback or contribute, [get in touch](https://github.com/intentional-ai/intentional/issues/new)!\n\n## Getting Started\n\nFirst, install Intentional:\n\n```\npip install intentional\n```\n\n**NOTE**: you may also need to install `portaudio` with `sudo apt install portaudio19-dev`.\n\nNext, get a configuration file. For your first test run you should pick [this file](https://github.com/intentional-ai/intentional/blob/main/examples/cli_text_chat.yml), which needs no additional plugins, but you can find a few other examples [here](https://github.com/intentional-ai/intentional/tree/main/examples).\n\n**NOTE**: The example here also requires an OpenAI key. Export it as an environment variable called `OPENAI_API_KEY` before proceeding.\n\nAssuming your configuration file is called `intentional_bot.yml`, you can now launch your bot by doing:\n\n```\nintentional intentional_bot.yml\n```\n\nThe output should look like:\n\n```\n==\u003e Chat is ready!\n\nUser:\n```\n\nType in your message and the bot is going to respond.\n\n### Draw the conversation\n\nTo see the graph of the conversation defined by this configuration file, run:\n\n```\nintentional example.yml --draw\n```\n\nThe graph will be saved next to your configuration file as `example.png`.\n\n## Documentation\n\nYou can find all the documentation [here](https://intentional-ai.github.io/intentional/), including the API reference for the core packages and all the plugins hosted in this repository.\n\n## License\n\nAll the content of this repository is distributed under the terms of the [AGPL](LICENSE) license. If that doesn't work for you, [get in touch](mailto:github@zansara.dev).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fintentional-ai%2Fintentional","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fintentional-ai%2Fintentional","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fintentional-ai%2Fintentional/lists"}