instructor/docs/blog/index.md

Welcome to the Instructor Blog

The goal of the blog is to capture some content that does not neatly fit within documentation or the cookbooks.

Advanced Topics

1. What is Query Understanding, how does it go beyond embeddings?
2. How can one achieve GPT-4 level summaries using GPT-3.5-turbo?
3. What are the basics of Guardrails and Validation in AI models?
4. How does one validate citations in AI-generated content?
5. What are the methods and benefits of fine-tuning and distillation in AI models?

Learning Python

• How can I effectively cache my functions in Python?
• What are the fundamentals of batch processing with async in Python?
• How can I stream models to improve latency?

Talks

• What were the key insights and topics covered at the AI Engineering Summit 2023?