Autonomous AI Agent in Python from Scratch (ChatGPT Function Calling)

In today's video I create a simple AI Agent that can write to files (and therefore create multi-file code projects) in Python using the new ChatGPT Function Calling API

00:00 Intro
00:43 Start coding
01:17 Setting OpenAI API-key
02:25 Sending a message to ChatGPT
03:43 Getting response from ChatGPT
04:11 Defining messages
04:39 Defining functions
06:41 First test
07:24 Parsing function call arguments
12:18 Second test
13:18 How function calling works
14:12 Implementing chat
20:53 Testing chat
22:47 Reversing the example
25:05 Debugging
25:47 Testing "tell 3 jokes"
27:16 Letting it write to files
30:38 Adding a system message
32:02 Calling sequential functions
34:14 Creating a web app with it
36:29 Outro

[housamkak]

Man Your content is legit. Keep it up, great things await you.

[jaoltr]

Clear, simple, straight forward. GREAT video: Thanks!

[shailesh.kharche]

Wonderful explanation 👌 😃 .... Just a suggestion, Next step could be to read existing code files so that we can ask questions based on that existing codes.

[gregorymagnusson]

Very impressive contribution 😈😎💥💪 This opens many doors. Thank you.

[oxytic]

Thank for accepting my request, i really appreciable. I have requested many YouTuber but your are only one helped me. I want see you 1 M subscribe in near future. Have great day . Thank you very much. We want see many videos like this.

[housamkak]

Can you make it take pdf files, change them to text, and extract data from them?

[BuyCarsTVPakistan]

Wondering if you can create a video on how to make an autonomous agent in php similar to langchain ? Thanks

[sealandland]

I love this video thanks a lot indeed!!!!

[aidrivendesigners]

If you get the time, can you work on a dashboard that allows the user to select from multiple LLMs to participate in a group style project with the user as a project manager that helps to guide the project. Essentially the same thing as your gpt autopilot but with the ability for the LLMS to communicate with each other to achieve a maximal result. The dashboard should include a space for the user to be able to upload his/her own files or information for the AI group to be able to view as a way to pre load memories for them to work from.