{"id":26522440,"url":"https://github.com/ashwathnakate/autonomous-web","last_synced_at":"2026-05-06T22:33:28.860Z","repository":{"id":283617081,"uuid":"952355453","full_name":"ashwathnakate/autonomous-web","owner":"ashwathnakate","description":null,"archived":false,"fork":false,"pushed_at":"2025-04-09T03:42:06.000Z","size":15,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-09T04:27:28.695Z","etag":null,"topics":["artificial-intelligence","data-analysis","data-visualization","groq-api","llama3","python3","streamlit","tavily-api"],"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/ashwathnakate.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}},"created_at":"2025-03-21T06:30:30.000Z","updated_at":"2025-04-09T03:42:09.000Z","dependencies_parsed_at":null,"dependency_job_id":"f3fdfa5b-b8d3-4f19-9141-4ea39cdf159d","html_url":"https://github.com/ashwathnakate/autonomous-web","commit_stats":null,"previous_names":["ashwathnakate/autonomous-web"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ashwathnakate/autonomous-web","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashwathnakate%2Fautonomous-web","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashwathnakate%2Fautonomous-web/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashwathnakate%2Fautonomous-web/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashwathnakate%2Fautonomous-web/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ashwathnakate","download_url":"https://codeload.github.com/ashwathnakate/autonomous-web/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashwathnakate%2Fautonomous-web/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32714947,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-06T19:35:05.142Z","status":"ssl_error","status_checked_at":"2026-05-06T19:35:03.996Z","response_time":117,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["artificial-intelligence","data-analysis","data-visualization","groq-api","llama3","python3","streamlit","tavily-api"],"created_at":"2025-03-21T13:27:01.156Z","updated_at":"2026-05-06T22:33:28.854Z","avatar_url":"https://github.com/ashwathnakate.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 💫 Autonomous Web + CSV Analyzer 🚀  \n\nAn **AI-powered Streamlit web app** that combines the power of **Llama 3.3**, **Tavily Web Search**, and **Python REPL** to analyze CSV files and generate meaningful insights with stunning visualizations! 😎  \n\n---\n\n## 🌟 **Features**  \n✅ **CSV File Upload** – Easily upload CSV files for quick analysis.  \n✅ **AI-Powered Insights** – Llama 3.3 generates detailed insights based on your data.  \n✅ **Web Search Integration** – Fetch real-time info from the web using Tavily.  \n✅ **Python Code Execution** – Execute Python code dynamically for deeper analysis.  \n✅ **Beautiful Visualizations** – Generate pair plots, heatmaps, and distribution plots using Seaborn.  \n✅ **Interactive Chat Interface** – Ask questions and get real-time answers!  \n\n---\n\n## 🎯 **How It Works**  \n1. **Upload a CSV** – Drop your file into the app.  \n2. **AI-Driven Analysis** – Llama 3.3 analyzes the data and generates insights.  \n3. **Data Visualization** – Automatic plotting of pair plots, heatmaps, and more!  \n4. **Ask Questions** – Engage with the AI to get deeper insights.  \n\n---\n\n## 🏗️ **Tech Stack**  \n| 🔧 Tool | 🚀 Description |\n|---------|----------------|\n| **Streamlit** | Frontend framework for building web apps |\n| **Llama 3.3** | AI model for natural language understanding |\n| **Tavily API** | Web search tool for real-time information |\n| **Python REPL** | Dynamic code execution for analysis |\n| **Seaborn \u0026 Matplotlib** | Beautiful data visualizations |\n\n---\n\n## 🚀 **Getting Started**  \n\n### 1️⃣ **Clone the Repository**  \n```bash\ngit clone https://github.com/your-username/autonomous-web-csv-analyzer.git\ncd autonomous-web-csv-analyzer\n```\n\n---\n\n### 2️⃣ **Set Up Environment**  \nCreate a `.env` file in the root directory and add the following keys:  \n```plaintext\nTAVILY_API_KEY=your_tavily_api_key\nGROQ_API_KEY=your_groq_api_key\n```\n\n---\n\n### 3️⃣ **Install Dependencies**  \n```bash\npip install -r requirements.txt\n```\n\n---\n\n### 4️⃣ **Run the App**  \n```bash\nstreamlit run app.py\n```\n\n---\n\n### 5️⃣ Tools Integration: \n\n1. Search Tool: Uses Tavily for web search with a limit of one result.\n2. Python REPL Tool: Allows execution of Python code and returns results.\n3. LLM Agent:\nInitializes a Groq-based LLM (Llama 3.3) with a temperature of 0.7 and a max token limit of 1024.\nThe agent is capable of using tools like search and Python execution.\n\n---\n\n## 🌈 **Usage**  \n1. Upload a CSV file.  \n2. Let the AI analyze the data.  \n3. View beautiful charts and stats!  \n4. Ask follow-up questions directly in the chat.  \n\n---\n\n## 🖼 Screenshots\n![1](https://github.com/user-attachments/assets/c41a9cd8-6d11-4f29-90a6-e6d8ee55c7b2)\n\n![2](https://github.com/user-attachments/assets/4c792781-3e6b-4730-9ae0-e5aa38b3d63f)\n\n---\n\n## 💡 **Pro Tips**  \n✨ Use high-quality CSV files for better insights.  \n✨ Ask specific questions for more accurate responses.  \n✨ Adjust the Python code execution limits if needed.  \n\n---\n\n## 🙌 **Contributing**  \nContributions are welcome! Feel free to submit a pull request or open an issue. 😎  \n\n---\n\n## ❤️ **Support**  \nIf you like this project, please ⭐️ the repo! 😍  \n\n---\n\n## 📜 **License**  \nThis project is licensed under the **MIT License**.  \n\n---\nInspired by [https://deepnote.com/workspace/Abid%20Ali%20Awan-5efa63e7-7029-4c3e-996f-40e8f1acba6f/project/Autonomous-Web-ac3dd200-32fa-45ff-bfba-70849c657846/README.md]\n🚀 _Built with ❤️ by (https://github.com/ashwathnakate)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashwathnakate%2Fautonomous-web","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fashwathnakate%2Fautonomous-web","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashwathnakate%2Fautonomous-web/lists"}