Spaces:
Configuration error
Configuration error
| # Intelligent AI Search Engine Agent 🤖🔎 | |
| An intelligent agentic search engine powered by **Groq's Llama3-8b**, Streamlit, and multi-source search tools (DuckDuckGo, Arxiv, Wikipedia). Built with LangChain for robust AI agent orchestration. | |
| ## Features ✨ | |
| - **Multi-Source Search**: Integrates 3 powerful tools: | |
| - 🦆 DuckDuckGo (web search) | |
| - 📚 Arxiv (scientific papers) | |
| - 🌐 Wikipedia (encyclopedic knowledge) | |
| - **Groq-Powered AI**: Utilizes Groq's ultra-fast Llama3-8b model | |
| - **Smart Agent Optimization**: | |
| - Auto-stop when sufficient information is found | |
| - Max 3 iterations to prevent infinite loops | |
| - Concise answer prioritization | |
| - **Streamlit UI**: User-friendly interface with chat history | |
| - **Error Handling**: Robust parsing and API error recovery | |
| ## Getting Started 🚀 | |
| ### Prerequisites | |
| - Python 3.8+ | |
| - [Groq API Key](https://console.groq.com/) | |
| - `.env` file for API keys (optional) | |
| ### Installation | |
| ```bash | |
| git clone https://github.com/yourusername/ai-search-agent.git | |
| cd ai-search-agent | |
| pip install -r requirements.txt | |
| ``` | |
| ### Setup | |
| 1. Get Groq API key from [Groq Console](https://console.groq.com/) | |
| 2. Create `.env` file: | |
| ```env | |
| GROQ_API_KEY=your_key_here | |
| ``` | |
| ### Run the App | |
| ```bash | |
| streamlit run app2.py # Recommended: optimized version | |
| # or | |
| streamlit run app.py | |
| ``` | |
| ## Usage 💡 | |
| 1. Enter Groq API key in sidebar | |
| 2. Ask questions in natural language: | |
| - "Explain quantum computing basics" | |
| - "Latest research on LLM optimization" | |
| - "Compare CNN and RNN architectures" | |
| 3. Watch the agent intelligently combine search sources! | |
| ## Code Versions 🔄 | |
| - **`app.py`**: Base implementation with custom DuckDuckGo search | |
| - **`app2.py` (Recommended)**: Enhanced version with: | |
| - Official DuckDuckGoSearchRun tool | |
| - System instruction prompts | |
| - Limited iterations (3 max) | |
| - Early stopping mechanism | |
| - More robust error handling | |
| ## Deployment ☁️ | |
| Project is Deployed at Streamlit Community Cloud: | |
| 1. Go to [Streamlit Console](https://search-engine-ai-agent-mfwywkerzwtdxllpt9mhj6.streamlit.app/) | |
| 2. Enter your Groq API Key | |
| 3. Search your query with Intelligent AI Search-Engine | |
| ## Contributing 🤝 | |
| PRs welcome! Please follow: | |
| 1. Fork the repository | |
| 2. Create feature branch | |
| 3. Submit PR with detailed description | |
| ## License 📄 | |
| MIT License - See [LICENSE](LICENSE) | |
| ## Acknowledgments 🙏 | |
| - Groq for LLM infrastructure | |
| - LangChain team for agent framework | |
| - Streamlit for UI components | |