Development with Large Language Model by Luup.ai123
Build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
- Basic Prompting Intro
- Intro to the ChatGPT API
- Intro to Vector Databases
- Interacting with VectorDBs
- Introduction to Langchain
- Building systems with LLMs
- LLM Agents
- Web Browsing, Arxiv and other tools
- Intro to 2nd Course
Click to expand
- 00:00 Brief Introduction to LLMs
- 0:12:33 Quick note from the future
- 0:12:49 Chatgpt playground (skip this is you know this already)
- 0:19:52 GPT API basics (skip this is you know this already)
- 0:33:43 Brief intro to
chainlit - 0:34:39 Cloning chatgpt user interface
- 0:50:24 Limitations of our interface
- 0:52:51 Adding streaming, backend view, stop sequence button
- 1:05:03 Introduction to vector databases
- 1:11:46 Vector databases hands on
- 1:20:08 QnA with Documents - .txt and .pdf
- 1:32:52 Testing out our Q&A system
- 1:37:10 Introduction to web-browsing and agents
- 1:43:19 AI researcher
- 1:50:34 Shell Tool
- 1:53:59 Human as a tool
- 1:55:44 Create your own tools
- 1:56:37 Mini code interpreter plugin(
Replittool) - 1:58:34 Searching youtube using agents
- 2:01:20 Ending Notes
- 2:01:32
Luup.ai - 2:01:45 Guide to explore more