{"id":15159884,"url":"https://github.com/guilherme006/aiagent","last_synced_at":"2026-03-09T00:32:34.982Z","repository":{"id":254028891,"uuid":"845270629","full_name":"Guilherme006/AIAgent","owner":"Guilherme006","description":"This project automates the analysis of stock prices and market news using artificial intelligence agents such as OpenAI and CrewAI.","archived":false,"fork":false,"pushed_at":"2024-08-21T13:00:16.000Z","size":134,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-31T03:26:50.501Z","etag":null,"topics":["crewai","duckduckgo","langchain","openai-api","python","streamlit","yfinance"],"latest_commit_sha":null,"homepage":"","language":"Python","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/Guilherme006.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":"2024-08-20T23:31:44.000Z","updated_at":"2024-12-14T17:32:12.000Z","dependencies_parsed_at":"2024-08-21T05:48:06.995Z","dependency_job_id":null,"html_url":"https://github.com/Guilherme006/AIAgent","commit_stats":null,"previous_names":["guilherme006/aiagent"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Guilherme006%2FAIAgent","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Guilherme006%2FAIAgent/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Guilherme006%2FAIAgent/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Guilherme006%2FAIAgent/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Guilherme006","download_url":"https://codeload.github.com/Guilherme006/AIAgent/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":238008510,"owners_count":19401265,"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":["crewai","duckduckgo","langchain","openai-api","python","streamlit","yfinance"],"created_at":"2024-09-26T22:01:39.539Z","updated_at":"2025-10-24T16:32:07.596Z","avatar_url":"https://github.com/Guilherme006.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## About the Project\n\nThis project automates the analysis of stock prices and market news using artificial intelligence agents. It combines tools like **Yahoo Finance**, **DuckDuckGo**, and language models from **OpenAI** and **CrewAI** to create detailed reports on stock price trends and market sentiment.\n\n![aiagent-image]\n\n### Features\n\n- **Yahoo Finance Tool:** Retrieves historical stock price data from up to a year ago.\n- **Stock Price Analyst Agent:** Analyzes stock price trends and predicts whether the price is rising, falling or sideways.\n- **News Analyst Agent:** Conducts stock-related news research and assesses market sentiment, assigning a \"Fear/Greed\" score from 0 to 100.\n- **Stock Analyst Writer Agent:** Generates a three-paragraph newsletter that summarizes price analysis and news, including an executive summary and future trend forecasts.\n\n### Built with\n\n![badge-python]\n![badge-openai-api]\n![badge-windows]\n![badge-streamlit]\n\n## Getting Started\n\nTo get a working local copy, follow these simple steps.\n\n### Requirements\n\n- Visual Studio Code\n- Windows 10+ or ​​Linux/MacOS with python installed\n\n### Installation\n\n1. Clone the repository:\n\n    ```sh\n    git clone https://github.com/Guilherme006/AIAgent.git\n    ```\n    \n2. Install dependencies from the requirements.txt file\n3. You will need an openai platform key\n4. Run the API and enjoy your testing \n\n\n\n\u003c!-- Images --\u003e\n[aiagent-image]: /images/aiagent.jpeg\n\n\u003c!-- Badges --\u003e\n[badge-openai-api]: https://img.shields.io/badge/OpenAI-412991?logo=openai\u0026logoColor=fff\u0026style=for-the-badge\n[badge-windows]: https://img.shields.io/badge/Windows-0078D4?logo=windows\u0026logoColor=fff\u0026style=for-the-badge\n[badge-python]: https://img.shields.io/badge/Python-3776AB?logo=python\u0026logoColor=fff\u0026style=for-the-badge\n[badge-streamlit]: https://img.shields.io/badge/Streamlit-FF4B4B?logo=streamlit\u0026logoColor=fff\u0026style=for-the-badge\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fguilherme006%2Faiagent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fguilherme006%2Faiagent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fguilherme006%2Faiagent/lists"}