Integrating ChatGPT API and Streamlit Chat for GPT-4 Chatbot Development

📚 Streamlit Chat is a UI component provided by Streamlit that allows easy integration of a chatbot-like interface in a Streamlit application.

🤖 We can build a chatbot using the ChatGPT API and Streamlit Chat by making requests and passing data to the API.

📝 The chatbot interface shows the conversation between the user and the bot, with the latest messages on top. It can remember information previously shared and provide responses accordingly.

💡 Chat GPT can answer questions based on the knowledge base provided.

🔑 The code requires the installation of Streamlit and Streamlit Chat libraries, as well as Open AI API.

🤖 The chatbot application uses Streamlit Chat library and allows for conversation between the AI and the user.

ChatGPT is used for UI and conversation in a chatbot.

Initial messages contain conversation history and role information.

User queries are added to the message array before passing to ChatGPT.

🚧 We make a request to the chat completion endpoint with user messages and the selected model, getting a response from the model.

🔄 We update the chat with both user and bot messages to maintain conversation history.

📊 We update the session state to display the user and bot messages on the UI.

📝 The code prints intermediate messages to help track the chatbot conversation.

💬 Before making the call to the API, the chat message is updated with the user's query.

⚙️ It is important to use session variables to avoid losing the conversation.

💡 The tutorial is about building a GPT-4 chatbot using the ChatGPT API and Streamlit Chat.

👨‍💻 The code is being tested and some changes are being made to improve its functionality.

📝 The author demonstrates common mistakes and provides solutions to ensure the proper functioning of the chatbot.

📚 Using the Streamlit Chat API can lead to a loss of conversation history due to the initialization process.

💡 To avoid losing chat history, it is important to only use initial messages at the start of the conversation.

💻 Integrating ChatGPT and Streamlit Chat allows for the creation of a chatbot that retains previous conversations.