https://github.com/intellectronica/llms-beyond-chat

LLMs: Beyond Chat
https://github.com/intellectronica/llms-beyond-chat

ai azure instructor llm openai pydantic

Last synced: 10 months ago
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LLMs: Beyond Chat

• Host: GitHub
• URL: https://github.com/intellectronica/llms-beyond-chat
• Owner: intellectronica
• Created: 2024-05-09T15:31:12.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2025-01-31T16:35:41.000Z (over 1 year ago)
• Last Synced: 2025-01-31T17:36:15.264Z (over 1 year ago)
• Topics: ai, azure, instructor, llm, openai, pydantic
• Language: Jupyter Notebook
• Homepage:
• Size: 1.29 MB
• Stars: 10
• Watchers: 1
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

          
# LLMs: Beyond Chat

This tutorial covers using [Pydantic](https://docs.pydantic.dev/) and [Instuctor](https://python.useinstructor.com/) with OpenAI GPT-4o to use the LLM as a software device for implementing different tasks.

- **Notebooks**:

  - [llms-beyond-chat.ipynb](llms-beyond-chat.ipynb) - the notebook with complete solutions and outputs.

  - [llms-beyond-chat---practice.ipynb](llms-beyond-chat---practice.ipynb) - the tutorial notebook with solutions and outputs ommitted. Use this version to complete the tutorial yourself.

  - [llms-beyond-chat-typescript.ipynb](llms-beyond-chat-typescript.ipynb) - JS/TS + Vercel AI SDK port

To run: `cp dot.env .env`, update the variables to an Open AI (or Azure Open AI) GPT-4o, and launch with Jupyter.

[![Watch the video](https://img.youtube.com/vi/u_OAL5gmmcQ/hqdefault.jpg)](https://youtu.be/u_OAL5gmmcQ)