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Study notes
Chatbot Implementation Study Notes
Objective:
- Build a simple, conversational chatbot using pre-defined helper functions.
- The core function of the bot is to maintain conversation context across multiple turns.
Key Concepts & Workflow:
- Context Maintenance: The chatbot must maintain a list of previous messages (the conversation history) to ensure follow-up prompts (e. g. , "make it shorter") refer to the ongoing topic.
- Execution Environment: The code can be run in environments like Jupyter Notebook or VS Code.
- Core Logic (The Loop):
- Initialize a list of messages (the conversation history).
- Use a while True loop to allow the chatbot to run indefinitely.
- Use the built-in input() function to capture user text.
Implementation Steps (The Chat Cycle):
- Capture Input: Get the user's text input.
- Add User Message: Call the add_user_message function, passing the current message list and the user's input.
- Call API: Send the complete, updated list of messages to the chat API.
- Receive Response: Capture the generated text response from the API.
- Add Assistant Message: Call the add_assistant_message function, adding the generated text to the message list.
- Output: Print the generated response to the user.
Environment Specific Note:
- If running the code in VS Code, explicitly print the user input (e. g. , with a prompt) to display it correctly, as the environment may not automatically show the input.
Takeaways
- Context maintenance is essential; the chatbot must track a list of previous messages (conversation history) to understand follow-up prompts.
- The core chatbot logic uses a continuous loop (while True) to capture user input and process responses indefinitely.
- The chat cycle involves adding the user message, sending the complete message history to the API, and then adding the assistant's response back to the list.
- If running the code in VS Code, explicitly print the user input to ensure it is displayed correctly.
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