{"data":{"slug":"openbiolink-thoughtsource","name":"ThoughtSource","tagline":"Central resource for data and tools related to chain-of-thought reasoning in LLMs","github_url":"https://github.com/OpenBioLink/ThoughtSource","owner":"OpenBioLink","repo":"ThoughtSource","owner_avatar_url":"https://avatars.githubusercontent.com/u/57104313?v=4","primary_language":"Jupyter Notebook","stars":1015,"forks":81,"topics":["dataset","machine-learning","natural-language-processing","question-answering","reasoning"],"archived":false,"github_pushed_at":"2024-12-16T15:41:40+00:00","maintenance_label":"Dormant","stars_delta_30d":0,"url":"https://www.graphcanon.com/tools/openbiolink-thoughtsource","markdown_url":"https://www.graphcanon.com/tools/openbiolink-thoughtsource.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/openbiolink-thoughtsource","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=openbiolink-thoughtsource","description":"A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/","homepage_url":null,"license":"MIT","open_issues":15,"watchers":11,"ai_summary":"A curated collection of data and tools focused on enhancing the understanding and implementation of chain-of-thought reasoning techniques within large language models. Maintained by the Samwald research group.","readme_excerpt":"### Installation\nexecute in terminal line by line:\n```bash\ngit clone git@github.com:OpenBioLink/ThoughtSource.git\ncd ThoughtSource\n\n---\n\n# install pip and virtualenv\nsudo apt install python3-pip\nsudo apt install python3-venv\n\n---\n\n# install requirements and API packages\npip install -e ./libs/cot[api]\n```","github_created_at":"2022-05-20T13:09:13+00:00","created_at":"2026-07-11T10:50:40.209866+00:00","updated_at":"2026-08-15T06:01:10.738277+00:00","categories":[{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"dataset","name":"dataset"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"natural-language-processing","name":"natural-language-processing"},{"slug":"question-answering","name":"question-answering"},{"slug":"reasoning","name":"reasoning"}],"trust":{"provenance":{"is_fork":false,"github_id":494468353,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-15T06:01:10.008Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":606,"last_release_at":"2023-07-11T16:04:06Z","stars_delta_30d":0,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:50:41.566Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-15T06:01:10.438Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-08-15T06:01:10.438Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-08-15T06:01:10.438Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["You need focused resources on chain-of-thought reasoning techniques.","The project emphasizes contributions from a specific academic team (Samwald)."],"when_not_to_use":["Looking for a comprehensive general-purpose AI development environment.","Prefer tools with multi-language support beyond Jupyter Notebooks."],"source":"enrich:decision_facts","observed_at":"2026-07-12T12:21:38.974Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"ThoughtSource is a curated, open repository maintained by the Samwald research group for enhancing chain-of-thought reasoning in large language models through data and tools."},{"label":"License detail","value":"MIT License allows free use, modification, and distribution of the project's source code under its terms and conditions without any cost."}]}}