{"data":{"slug":"modal-labs-quillman","name":"quillman","tagline":"A voice chat application","github_url":"https://github.com/modal-labs/quillman","owner":"modal-labs","repo":"quillman","owner_avatar_url":"https://avatars.githubusercontent.com/u/88658467?v=4","primary_language":"Python","stars":1213,"forks":158,"topics":["ai","language-model","python","serverless","speech-recognition","speech-to-text"],"archived":false,"github_pushed_at":"2026-05-28T00:04:36+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/modal-labs-quillman","markdown_url":"https://www.graphcanon.com/tools/modal-labs-quillman.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/modal-labs-quillman","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=modal-labs-quillman","description":"A voice chat app ","homepage_url":"https://modal.com/docs/examples/llm-voice-chat","license":"MIT","open_issues":4,"watchers":13,"ai_summary":"Quillman from modal-labs is a Python-based project focusing on creating a voice chat app using AI technology for speech recognition and speech-to-text conversion.","readme_excerpt":"### Requirements\n\n- `modal` installed in your current Python virtual environment (`pip install modal`)\n- A [Modal](http://modal.com/) account (`modal setup`)\n- A Modal token set up in your environment (`modal token new`)","github_created_at":"2023-04-19T15:07:55+00:00","created_at":"2026-07-11T12:19:51.267251+00:00","updated_at":"2026-07-30T18:00:51.336762+00:00","categories":[{"slug":"speech-audio","name":"Speech & Audio","url":"https://www.graphcanon.com/categories/speech-audio","markdown_url":"https://www.graphcanon.com/categories/speech-audio.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/speech-audio"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"language-model","name":"language-model"},{"slug":"serverless","name":"serverless"},{"slug":"speech-recognition","name":"speech-recognition"},{"slug":"speech-to-text","name":"speech-to-text"}],"trust":{"provenance":{"is_fork":false,"github_id":630052479,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-30T18:00:50.490Z","maintenance":{"label":"Steady","score":60,"methodology":"github_public_v1","releases_90d":0,"days_since_push":63,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T12:19:55.034Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-30T18:00:51.005Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-30T18:00:51.005Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-30T18:00:51.005Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"notes":["`modal` library must be installed in a current Python virtual environment.","A Modal account and token are necessary for configuration."],"min_ram_gb":null,"requires_docker":false},"constraints":{"min_ram_gb":null,"requires_docker":false},"when_to_use":["Use Quillman if you are working on projects that involve real-time communication through voice, requiring both speech recognition and text generation capabilities.","If your team prefers Python and wishes to leverage serverless computing for their applications, Quillman offers a solution with its `modal` integration."],"when_not_to_use":["Avoid using Quillman if you are not comfortable working within the constraints of Python and require support for additional programming languages.","Quillman might not be suitable if your project demands strict control over backend infrastructure, as it is tied to the Modal serverless platform."],"source":"enrich:decision_facts","observed_at":"2026-07-17T02:13:46.326Z"},"constraint_facets":{"min_ram_gb":null,"requires_docker":false},"decision_summary":[{"label":"Requirements","value":"`modal` library must be installed in a current Python virtual environment.; A Modal account and token are necessary for configuration."},{"label":"Adopt for","value":"Quillman is a voice chat application built with AI capabilities for speech recognition and speech-to-text conversion."}]}}