{"id":23073674,"url":"https://github.com/tushcmd/financial-analysis-automation","last_synced_at":"2025-04-03T11:27:55.833Z","repository":{"id":266725969,"uuid":"899172578","full_name":"tushcmd/financial-analysis-automation","owner":"tushcmd","description":null,"archived":false,"fork":false,"pushed_at":"2024-12-10T08:56:01.000Z","size":541,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-09T00:44:58.941Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tushcmd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2024-12-05T18:51:58.000Z","updated_at":"2024-12-10T08:56:04.000Z","dependencies_parsed_at":"2025-02-09T00:44:53.211Z","dependency_job_id":"b5268c2e-d5de-4503-baa3-20c611c59711","html_url":"https://github.com/tushcmd/financial-analysis-automation","commit_stats":null,"previous_names":["tushcmd/financial-analysis-automation"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tushcmd%2Ffinancial-analysis-automation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tushcmd%2Ffinancial-analysis-automation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tushcmd%2Ffinancial-analysis-automation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tushcmd%2Ffinancial-analysis-automation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tushcmd","download_url":"https://codeload.github.com/tushcmd/financial-analysis-automation/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246991913,"owners_count":20865740,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":[],"created_at":"2024-12-16T08:18:42.014Z","updated_at":"2025-04-03T11:27:55.798Z","avatar_url":"https://github.com/tushcmd.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003c!-- # Financial Analysis \u0026 Automation with LLMs\n\nLeverage large language models (LLMs) to automate financial analysis,perform RAG over a financial dataset, use LLMs to generate financial reports --\u003e\n\n\u003c!-- ## Screenshots --\u003e\n\n# 🔍 Financial Stock Research Automation\n\n## Overview\n\nThis Streamlit application provides advanced stock research capabilities through two primary search methods:\n\n### 1. Semantic Search\n\nFind stocks by describing the type of company you're interested in. The application uses advanced natural language processing to match your description with stock descriptions.\n\n### 2. Metric Search\n\nFilter stocks based on quantitative metrics like:\n\n- Market Capitalization\n- Trading Volume\n- Sector\n\n## Screenshots\n\n![EV Companies](public/EVS.png)\n![Search Results](public/Web0.png)\n![Generated Insigt](public/Web1.png)\n\n## Setup Instructions\n\n1. Clone the repository\n2. Install requirements: `pip install -r requirements.txt`\n3. Create a `.env`, set up Groq and Pinecone API keys.\n4. Run the application: `streamlit run app.py`\n\n## Technologies Used\n\n- Streamlit\n- Pinecone Vector Database\n- Sentence Transformers\n- yFinance\n\n## Future Enhancements\n\n- Expand metric search capabilities\n- Add more detailed stock analysis\n- Implement advanced filtering options\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftushcmd%2Ffinancial-analysis-automation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftushcmd%2Ffinancial-analysis-automation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftushcmd%2Ffinancial-analysis-automation/lists"}