Added a new `stream_response` function that yields tokens incrementally by setting `stream=True` on the chat completion call and iterating over response chunks. The example now includes a `main` block that calls this function with a sample prompt, demonstrating real-time output for interactive use cases. Also fixed grammar and punctuation in docstrings, corrected the pip install package name from `openapi` to `openai`, and improved clarity of setup instructions.
Introduce a new 219-line example script that implements an Agent class for building AI agents using the OpenAI API. The script includes setup instructions, fake API credentials for educational purposes, async support via asyncio, and a full chat history tracking mechanism through the messages property.
Introduce a new file containing LLM-generated analysis of user rants, where each entry evaluates whether a given rant is spam and provides a contextual interpretation of the user's intent or emotional state.
Introduces a new env.py utility that loads a base64-decoded password from the SECRET environment variable when imported, and provides an interactive password-to-base64 conversion when run as a script.
Extend the Python IMAP usage documentation with a complete code example demonstrating SSL-based connection to an IMAP server, authentication, and listing of available mail folders. The example includes proper error handling and connection cleanup.
The documentation now includes a comprehensive guide covering data preparation, model architecture selection, hyperparameter tuning, and evaluation metrics for the pattern recognition training pipeline.
