[#Script #Coding] Development with Large Language Models Tutorial – OpenAI, Langchain, Agents, Chroma

Posted on Friday August 18, 2023 by Eric Brooks

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Development with Large Language Models Tutorial – OpenAI, Langchain, Agents, Chroma

By freeCodeCamp.org
Published: Aug 18, 2023

“
Welcome to this course about development with Large Language Models, or LLMs. Throughout this course, you will complete hands-on projects will help you learn how to harness LLMs for your own projects. You will 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.

This course was developed by @Luup.ai123

Colab notebook for introduction to the API:https://colab.research.google.com/drive/1gi2yDvvhUwLT7c8ZEXz6Yja3cG5P2owP?usp=sharing
Github : https://github.com/pythonontheplane123/LLM_course_part_1

Join the Discord: https://discord.com/invite/Hq39QgRU
Twitter : https://twitter.com/AkshatNon

âï¸ Contents âï¸
âŒ¨ï¸ (0:00:00) Brief introduction to LLMs
âŒ¨ï¸ (0:12:33) Quick note from the future
âŒ¨ï¸ (0:12:49) Chatgpt playground (skip this is you know this already)
âŒ¨ï¸ (0:19:52) GPT API basics (skip this is you know this already)
âŒ¨ï¸ (0:33:43) Brief intro to chainlit
âŒ¨ï¸ (0:34:39) Cloning chatgpt user interface
âŒ¨ï¸ (0:50:24) Limitations of our interface
âŒ¨ï¸ (0:52:51) Adding streaming, backend view, stop sequence button
âŒ¨ï¸ (1:05:03) Introduction to vector databases
âŒ¨ï¸ (1:11:46) Vector databases hands on
âŒ¨ï¸ (1:20:08) QnA with Documents – .txt and .pdf
âŒ¨ï¸ (1:32:52) Testing out our Q&A system
âŒ¨ï¸ (1:37:10) Introduction to web-browsing and agents
âŒ¨ï¸ (1:43:19) AI researcher
âŒ¨ï¸ (1:53:59) Human as a tool
âŒ¨ï¸ (1:56:37) Mini code interpreter plugin(Replit tool)
âŒ¨ï¸ (1:58:34) Searching youtube using agents
âŒ¨ï¸ (2:01:45) Guide to explore more
âŒ¨ï¸ (1:50:34) Shell Tool
âŒ¨ï¸ (1:55:44) Create your own tools
âŒ¨ï¸ (2:01:20) Ending Notes
âŒ¨ï¸ (2:01:32) Luup.ai

ðŸŽ‰ Thanks to our Champion and Sponsor supporters:
ðŸ‘¾ davthecoder
ðŸ‘¾ jedi-or-sith
ðŸ‘¾ å—å®®åƒå½±
ðŸ‘¾ Agustín Kussrow
ðŸ‘¾ Nattira Maneerat
ðŸ‘¾ Heather Wcislo
ðŸ‘¾ Serhiy Kalinets
ðŸ‘¾ Justin Hual
ðŸ‘¾ Otis Morgan

—

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