NitroGPT Navigator: GPT-3.5 Based AI ChatBot

NitroGPT Navigator is an advanced chatbot that leverages cutting-edge technologies, including OpenAI's GPT-3.5, LangChain, LLMs and Pinecone Vector Database. It's designed to provide accurate and context-aware answers to any questions related to the content on routerprotocol.com.

Features

• Powered by GPT-3.5: NitroGPT Navigator utilizes the power of OpenAI's latest language model to generate human-like responses.
• LangChain Integration: LangChain enhances linguistic capabilities, enabling a more nuanced understanding of user queries.
• Vector Embeddings: Using a Large Language Model from HuggingFace, all-MiniLM-L6-V2, to convert Text to Numeric form for generating Vector Embeddings.
• Pinecone Vector Database: Leveraging Pinecone allows for efficient vector similarity searches, improving the accuracy of information retrieval.

How It Works

NitroGPT Navigator operates by processing user queries through a multi-layered approach:

1. User Input: Users submit questions related to routerprotocol.com.
2. LangChain Processing: LangChain parses and understands the user's query, extracting key information.
3. Vector Search with Pinecone: Pinecone performs vector searches to identify relevant content.
4. GPT-3.5 Response Generation: OpenAI's GPT-3.5 generates context-aware responses based on the extracted information.

Installation

To run NitroGPT Navigator locally, follow these steps:

1. Clone the repository:

   git clone https://github.com/ShivankK26/NitroGPT-Navigator.git
   cd NitroGPT Navigator

2. Install dependencies:

   pip install -r requirements.txt

3. Set up API keys:

   • Obtain API keys for OpenAI, Hugging Face, and Pinecone.
   • Add these keys to the corresponding configuration files.

4. Run the application:

   streamlit run app.py

Usage

Once the application is running, users can interact with RouterBot by asking questions related to routerprotocol.com. The chatbot will provide informative and context-aware responses.

Example:

What is Router Nitro?

Contributing

Contributions are welcome! If you have ideas for improvements, bug fixes, or new features, feel free to open an issue or submit a pull request.