My GPT for building Assistants:
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Video Summary
This video provides an insightful tutorial on creating AI assistants using OpenAI's API. The video begins by discussing the significance of the recent OpenAI developer conference, highlighting two key announcements: GPTs (customizable AI models) and AI assistants. It emphasizes how GPTs, while powerful, have specific limitations to prevent autonomous operations without user prompts. The focus then shifts to creating AI assistants through API calls, demonstrating this with practical coding examples.
The presenter uses Google Colab and OpenAI's API to create a simple application that analyzes stock prices and performs text analysis with GPT models. The video further explores the potential of AI assistants, explaining how to create, modify, and interact with them, including managing their roles and functionalities. The presenter emphasizes the educational aspect, aiming to bridge the gap for viewers with limited coding experience.
Additionally, the video covers advanced topics such as thread creation, message handling, and using tools like Code Interpreter for enhanced assistant capabilities. The tutorial concludes with a preview of upcoming features in the OpenAI API, including multi-modal capabilities and real-time application support.
Video Chapters
[00:00:00] Introduction
Overview of the OpenAI Developer Conference
Discussion of GPTs and AI assistants
[00:01:00] GPTs and Limitations
Explanation of GPTs' power and restrictions
Preventing autonomous operations
[00:02:00] Creating AI Assistants
Introduction to creating assistants with API calls
Demonstrating simple application for stock analysis
[00:03:00] Setting up Google Colab
Step-by-step setup of Google Colab for coding
[00:04:00] Using ChatGPT for Code Generation
Leveraging ChatGPT to generate code for the application
[00:05:00] Assistant Coder Development
Developing an AI assistant for coding assistance
[00:10:00] Practical Coding Example
Real-time coding example using stock data
[00:12:00] Interacting with AI Assistants
Managing and modifying AI assistants' roles and functions
[00:15:00] Advanced Assistant Management
Creating threads and handling messages in assistants
[00:17:00] Utilizing Tools in Assistants
Using tools like Code Interpreter for enhanced functionalities
[00:20:00] Future API Features
Preview of upcoming features in OpenAI API
[00:22:00] Conclusion and Q&A
Summarizing key points and addressing viewer questions
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