{"data":{"slug":"chainlit-chainlit","name":"chainlit","tagline":"Build Conversational AI in minutes ⚡️","github_url":"https://github.com/Chainlit/chainlit","owner":"Chainlit","repo":"chainlit","owner_avatar_url":"https://avatars.githubusercontent.com/u/128686189?v=4","primary_language":"Python","stars":12293,"forks":1724,"topics":["chatgpt","langchain","llm","openai","openai-chatgpt","python","ui"],"archived":false,"github_pushed_at":"2026-06-11T17:36:08+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/chainlit-chainlit","markdown_url":"https://www.graphcanon.com/tools/chainlit-chainlit.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/chainlit-chainlit","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=chainlit-chainlit","description":"Build Conversational AI in minutes ⚡️","homepage_url":"https://docs.chainlit.io","license":"Apache-2.0","open_issues":126,"watchers":60,"ai_summary":"A tool for building and interacting with conversational AI applications quickly using Python.","readme_excerpt":"## Installation\n\nOpen a terminal and run:\n\n```sh\npip install chainlit\nchainlit hello\n```\n\nIf this opens the `hello app` in your browser, you're all set!\n\n---\n\n## 📃 License\n\nChainlit is open-source and licensed under the [Apache 2.0](LICENSE) license.","github_created_at":"2023-03-14T16:54:04+00:00","created_at":"2026-07-11T10:44:43.891252+00:00","updated_at":"2026-07-12T08:37:10.154112+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"chatgpt","name":"chatgpt"},{"slug":"langchain","name":"langchain"},{"slug":"llm","name":"llm"},{"slug":"openai","name":"openai"},{"slug":"openai-chatgpt","name":"openai-chatgpt"},{"slug":"python","name":"python"},{"slug":"ui","name":"ui"}],"trust":{"provenance":{"is_fork":false,"github_id":613984283,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T10:44:44.520Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":1,"days_since_push":29,"last_release_at":"2026-04-22T00:42:48Z"},"security_summary":{"status":"ok","scanner":"osv@v1","low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:44:45.312Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"mcp":{"source":"repo_scan","observed_at":"2026-07-11T15:26:32.687Z","server_manifest":false},"scan":{"source":"repo_scan","observed_at":"2026-07-11T15:26:32.687Z"},"languages":{"value":["python","javascript","typescript"],"source":"github.language+package.json+pyproject.toml","observed_at":"2026-07-11T15:26:32.687Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T15:26:32.687Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["- When you want to develop conversational AI applications rapidly using familiar Python syntax.","- If your project heavily relies on integrating chatbot technologies like ChatGPT or OpenAI for interactive user engagements."],"when_not_to_use":["- Avoid if your development team is not comfortable with Python as Chainlit relies heavily on its ecosystem for rapid conversational AI development.","- Not suitable if you require customization in low-level components, as it abstracts a lot of these away to provide quick builds."],"source":"enrich:decision_facts","observed_at":"2026-07-11T15:26:50.480Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Chainlit is a Python-based tool designed to streamline the development process of conversational AI applications, allowing developers to quickly build and interact with these apps."}]}}