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Intelligent Internet-Connected Chatbot\n\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![LangChain](https://img.shields.io/badge/LangChain-0.1+-ff6b35.svg)](https://www.langchain.com/)\n[![LangGraph](https://img.shields.io/badge/LangGraph-0.0+-7c3aed.svg)](https://langchain-ai.github.io/langgraph/)\n[![FastAPI](https://img.shields.io/badge/FastAPI-0.100+-009688.svg)](https://fastapi.tiangolo.com/)\n[![Streamlit](https://img.shields.io/badge/Streamlit-1.24+-ff4b4b.svg)](https://streamlit.io/)\n[![Tavily Search](https://img.shields.io/badge/Tavily-Search-7b68ee.svg)](https://tavily.com/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Render](https://img.shields.io/badge/API-Render-5fddc6.svg)](https://render.com/)\n[![Streamlit Cloud](https://img.shields.io/badge/UI-Streamlit%20Cloud-ff4b4b.svg)](https://streamlit.io/cloud)\n\nAskFlow is an intelligent chatbot application that leverages advanced AI decision-making to provide accurate responses by either answering directly from its knowledge or performing real-time internet searches using Tavily Search API.\n\n![screenshot](./screenshot.png)\n\n## Features\n\n- **Intelligent Decision Making**: LangGraph-powered agent that decides whether to answer directly or search the web\n- **Real-time Internet Access**: Integrated Tavily Search API for up-to-date information\n- **Conversational Memory**: Maintains context throughout conversations\n- **RESTful API**: FastAPI backend with comprehensive endpoints\n- **Modern Web Interface**: Streamlit-based responsive UI\n- **Cloud Deployment**: Fully deployed and accessible online\n\n## Live Demos\n\n- **Web Interface**: [AskFlow Streamlit App](https://askflow.streamlit.app/)\n\n## Tech Stack\n\n- **AI Framework**: LangChain, LangGraph\n- **Search API**: Tavily Search\n- **Backend**: FastAPI, Uvicorn, Pydantic\n- **Frontend**: Streamlit\n- **LLM Integration**: OpenAI GPT (or your preferred LLM)\n- **Deployment**: Render, Streamlit Cloud\n- **Environment Management**: Poetry/Pipenv\n\n\n## How It Works\n\n### Decision Process Flow\n\n1. **User Input**: User submits a question through the interface\n2. **Agent Decision**: LangGraph agent analyzes whether to answer directly or search the web\n3. **Execution**: Direct answer or web search via Tavily API\n4. **Response Delivery**: Formatted response returned to user\n\n## Getting Started\n\n### Prerequisites\n\n- Python 3.10 or higher\n- Tavily Search API key\n- OpenAI API key (or alternative LLM provider)\n- Poetry or Pipenv\n\n### Installation\n\n1. **Clone the repository**\n```bash\ngit clone https://github.com/Jospin6/askflow.git\ncd askflow \n```\n\n### Run the application locally\n    ```bash\n    # Start API server\n    cd api \u0026\u0026 uvicorn main:app --reload\n\n    # Start UI (in separate terminal)\n    cd ui \u0026\u0026 streamlit run app.py\n    ```\n\n### 👨‍💻 Author\nBuilt with ❤️ by Jospin Ndagano","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjospin6%2Faskflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjospin6%2Faskflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjospin6%2Faskflow/lists"}