🚀 LiveQuery GPT-4: chatbot with GPT-4-powered convos & Google-powered real-time search

Welcome to the LiveQuery GPT-4 project! 🎉 This is a simple chatbot powered by OpenAI's GPT-4, LangChain framework, Gradio, and Google Custom Search API. It utlizes LangChain's ReAct Agent to enable GTP-4 based chat to have access to live Google search results.

Conversation Example

UI

LangChain reasoning for the same conversation

Features & Roadmap 💡

• [x] GPT-4 powered chatbot with LangChain framework 🤖
• [x] Conversation history tracking with memory 📜
• [x] Client Supplied API Key 🔑
• [x] Google Custom Search API integration for real-time and topic-specific information 🔍
• [x] Easy-to-use Gradio interface for user interaction 👩‍💻
• [x] Customizable agent chain with integrated search tools 🛠️
• [ ] Add more tools to the agent chain
• [ ] Implement user authentication for API key management
• [ ] Integrate with popular messaging platforms

Installation

1. Clone this repository:

   git clone https://github.com/yourusername/gpt-4-langchain-conversational-assistant.git

2. Install the required packages:

   pip install -r requirements.txt

3. Create a Google Programmable Search engine and copy the ID.

4. Enable the Custom Search API in your GCP console, and create a GCP API key here.

5. Create a .env file with all environment variables needed:

   OPENAI_API_KEY="your_openai_api_key"
   GOOGLE_CSE_ID="your_google_programable_search_id"
   GOOGLE_API_KEY="your_gcp_api_key"

Usage

1. Run the server:

   python run_chatbot.py

2. Open the Gradio interface in your web browser at http://127.0.0.1:7860

Contributing

We would love for you to contribute to this project! 🤗 If you have any ideas, suggestions, or improvements, please feel free to submit a pull request or open an issue.