{"id":28499816,"url":"https://github.com/itsabhishekm/stock_analyst","last_synced_at":"2026-05-01T02:31:53.576Z","repository":{"id":296441236,"uuid":"993349005","full_name":"itsabhishekm/Stock_Analyst","owner":"itsabhishekm","description":"Agentic application which uses live stock analysis, financial metrics, and web search to help research about financial analysis of any stock in the market.","archived":false,"fork":false,"pushed_at":"2025-06-03T07:15:17.000Z","size":9,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-24T13:42:41.827Z","etag":null,"topics":["fastapi-framework","llama3","phidata-framework"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/itsabhishekm.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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,"zenodo":null}},"created_at":"2025-05-30T16:28:02.000Z","updated_at":"2025-06-03T07:15:18.000Z","dependencies_parsed_at":"2025-06-03T18:58:22.806Z","dependency_job_id":null,"html_url":"https://github.com/itsabhishekm/Stock_Analyst","commit_stats":null,"previous_names":["itsabhishekm/financial_ai_analyst","itsabhishekm/stock_analyst"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/itsabhishekm/Stock_Analyst","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/itsabhishekm%2FStock_Analyst","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/itsabhishekm%2FStock_Analyst/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/itsabhishekm%2FStock_Analyst/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/itsabhishekm%2FStock_Analyst/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/itsabhishekm","download_url":"https://codeload.github.com/itsabhishekm/Stock_Analyst/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/itsabhishekm%2FStock_Analyst/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263445739,"owners_count":23467602,"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":["fastapi-framework","llama3","phidata-framework"],"created_at":"2025-06-08T15:00:59.562Z","updated_at":"2026-04-28T17:33:00.150Z","avatar_url":"https://github.com/itsabhishekm.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Stock  Analyst\n\nAn Agentic, multi-agent system that combines real-time stock analysis, financial metrics, and web search using **Phidata**, **Groq LLaMA3**, and **yFinance**. Built for investors and analysts to research about financial analysis of any stock in the market.\n\n\u003e This is powered by Groq’s LLaMA3 · Built with Phidata · Streamlined with FastAPI ·\n---\n\n## Features\n\n- **Web Search Agent** – Retrieves live financial news using DuckDuckGo.\n- **Finance Agent** – Provides stock fundamentals, analyst ratings, ratios, and trends.\n- **Multi-Agent Collaboration** – Agents work in tandem to deliver structured insights.\n- **Playground Mode** – Visual interface powered by Phidata's playground on `localhost:7777`.\n\n---\n## General Info\n\n| Tool              | Purpose                                |\n| ----------------- | -------------------------------------- |\n| **Phidata**       | Agent framework for building, deploying, and monitoring AI agents  |\n| **Groq (LLaMA3)** | Transformer-based LLM            |\n| **YFinance**      | Stock data: prices, ratios, indicators |\n| **DuckDuckGo**    | Fetches latest news and articles       |\n| **FastAPI**       | Playground deployment support          |\n| **dotenv**        | Secure key management                  |\n\n---\n\n## File Structure\n```\nStock_Analyst/\n├── financial_agent.py # AI agents\n├── phidata_playground.py # Launches Phidata UI (http://localhost:7777)\n├── .env # API keys\n├── requirements.txt # Dependencies\n├── LICENSE # Project license\n└── README.md # You are here!\n```\n---\n\n## Setup Instructions\n\n### Clone the Repository\n\n```\ngit clone https://github.com/itsabhishekm/Stock_Analyst.git\ncd Stock_Analyst\n```\n\n### Create a Virtual Environment \u0026 Install Dependencies\n\n```\npython -m venv venv\nvenv\\Scripts\\activate\npip install -r requirements.txt\n\n```\n### Seting Up Environment Variables\n\nCreate a .env file in the root directory and past your API KEYS:\n\n```\nPHI_API_KEY=\"your-phidata-api-key\"\nGROQ_API_KEY=\"your-groq-api-key\"\nOPENAI_API_KEY=\"your-openai-api-key\"\n```\n\n### Run Agents in CLI Mode\n\n```\npython financial_agent.py\n```\nThis will trigger both the web search and financial agents to respond to a sample query like:\n\"Summarize analyst recommendations and share the latest news for NVDA\"\n\n### Launch Phidata Playground (Web UI)\n\n```\npython phidata_playground.py\n```\nThen login to your Phidata account, and select localhost:7777 from the endpoint list.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fitsabhishekm%2Fstock_analyst","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fitsabhishekm%2Fstock_analyst","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fitsabhishekm%2Fstock_analyst/lists"}