Large Language Models (LLMs) open up a wide range of capabilities for developers. We just published a course on the freeCodeCamp.org YouTube channel that will equip you with the skills to use LLMs effectively for your projects.
Developed by Akshath from Luup.ai, this course will help you unlock the potential of LLMs. You'll create projects that use LLMs to:
- Develop dynamic interfaces that can interact with users in real-time.
- Easily navigate through large amounts of text data.
- Empower LLMs to search the internet for research papers and relevant information.
With a focus on practical application, this course will guide you through a series of hands-on projects that showcase the incredible potential of LLMs. Here are the topics covered:
- Brief introduction to LLMs
- ChatGPT playground
- OpenAI API basics
- Brief intro to chainlit
- Cloning ChatGPT user interface
- Limitations of our interface
- Adding streaming, backend view, stop sequence button
- Introduction to vector databases
- Vector databases hands on
- QnA with Documents - .txt and .pdf
- Testing out our Q&A system
- Introduction to web-browsing and agents
- AI researcher
- Human as a tool
- Mini code interpreter plugin (Replit tool)
- Searching YouTube using agents
- Guide to explore more
- Shell tool
- Create your own tools
- Ending notes
Watch the full course on the freeCodeCamp.org YouTube channel (2-hour watch).