{"data":{"slug":"ai4finance-foundation-fingpt","name":"FinGPT","tagline":"FinGPT: Open-Source Financial Large Language Models","github_url":"https://github.com/AI4Finance-Foundation/FinGPT","owner":"AI4Finance-Foundation","repo":"FinGPT","owner_avatar_url":"https://avatars.githubusercontent.com/u/68813910?v=4","primary_language":"Jupyter Notebook","stars":21100,"forks":2995,"topics":["chatgpt","finance","fingpt","fintech","large-language-models","machine-learning","nlp","prompt-engineering","pytorch","reinforcement-learning","robo-advisor","sentiment-analysis","technical-analysis"],"archived":false,"github_pushed_at":"2026-08-02T03:23:48+00:00","maintenance_label":"Active","stars_delta_30d":205,"url":"https://www.graphcanon.com/tools/ai4finance-foundation-fingpt","markdown_url":"https://www.graphcanon.com/tools/ai4finance-foundation-fingpt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/ai4finance-foundation-fingpt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=ai4finance-foundation-fingpt","description":"FinGPT: Open-Source Financial Large Language Models!  Revolutionize 🔥    We release the trained model on HuggingFace.","homepage_url":"https://fingpt.io","license":"MIT","open_issues":87,"watchers":311,"ai_summary":"A repository for FinGPT, an open-source financial large language model used in the fintech sector, providing tools and resources for developers to integrate financial NLP capabilities.","readme_excerpt":"## Quick Start\n\n**🚀 Get started with FinGPT in minutes!**\n\nFor detailed setup instructions for running FinGPT locally or on Replit, including hardware requirements and troubleshooting, check out our comprehensive [SETUP Guide](./SETUP.md).\n\n---\n\n# Install dependencies\npip install -r requirements.txt\npip install -e .\n```\n\n---\n\n## LICENSE\n\nMIT License\n\n**Disclaimer: We are sharing codes for academic purposes under the MIT education license. Nothing herein is financial advice, and NOT a recommendation to trade real money. Please use common sense and always first consult a professional before trading or investing.**","github_created_at":"2023-02-11T20:21:34+00:00","created_at":"2026-07-07T17:33:19.448571+00:00","updated_at":"2026-08-17T00:02:03.825958+00:00","categories":[{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"},{"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":"finance","name":"finance"},{"slug":"fintech","name":"fintech"},{"slug":"large-language-models","name":"large language models"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"nlp","name":"nlp"},{"slug":"prompt-engineering","name":"prompt-engineering"},{"slug":"pytorch","name":"pytorch"}],"trust":{"provenance":{"is_fork":false,"github_id":600544354,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-17T00:02:02.986Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":0,"days_since_push":14,"last_release_at":"2026-04-08T15:21:23Z","stars_delta_30d":205,"open_issues_delta_30d":-9},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":8,"high_count":0,"last_scan_at":"2026-07-11T11:00:40.419Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-17T00:02:03.527Z"},"languages":{"value":["jupyter notebook"],"source":"github.language","observed_at":"2026-08-17T00:02:03.527Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-08-17T00:02:03.527Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"notes":["- Detailed setup instructions available in SETUP.md.","- Hardware requirements specified in the comprehensive guide."]},"constraints":null,"when_to_use":["- You're working on a project that requires specific financial sentiment analysis or technical analysis.","- Your development focuses on integrating AI-driven financial advice features into your fintech application, as it supports prompt engineering for customizing advice generation."],"when_not_to_use":["- If your project does not require advanced financial-specific NLP capabilities and can suffice with generalized models like those provided in other frameworks.","- When the necessity of integrating sentiment analysis or technical analysis is low relative to more general language tasks."],"source":"enrich:decision_facts","observed_at":"2026-07-11T14:12:09.514Z"},"constraint_facets":null,"decision_summary":[{"label":"Requirements","value":"- Detailed setup instructions available in SETUP.md.; - Hardware requirements specified in the comprehensive guide."},{"label":"Adopt for","value":"FinGPT is an open-source financial large language model designed specifically for the fintech sector, offering NLP capabilities via Jupyter Notebooks and PyTorch."},{"label":"License detail","value":"MIT License: Permission is granted free of charge for use, modification, and distribution under the terms that all copyright notices and permission notices are included."}]}}