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Building Chatbot Agents from Scratch with OpenAI Functions!



Let’s build a conversational chatbot agent with OpenAI’s new Function Calling for GPT-4 and GPT-3.5-Turbo! We’ll see how to create an agent from scratch that has conversational memory, internal thoughts, can use tools, and more!

We achieve this with OpenAI functions available in gpt-4-0613 and gpt-3.5-turbo-0613.

Check out the Funkagent repo at https://github.com/aurelio-labs/funkagent or just pip install with:

pip install funkagent

👋🏼 AI Consulting:
https://aurelio.ai

🎙️ Support me on Patreon:
https://patreon.com/JamesBriggs

👾 Discord:
https://discord.gg/c5QtDB9RAP

Twitter: https://twitter.com/jamescalam
LinkedIn: https://www.linkedin.com/in/jamescalam/
Instagram: https://www.instagram.com/jamescalam/

00:00 OpenAI Functions Agent
00:26 Recap of OpenAI Function Calling
02:34 How OpenAI Functions Agent Works
05:42 Answering Questions Without Tools
09:50 Generating Function Instructions
13:13 Agent Code
15:13 Giving an Agent Conversational Memory
17:25 Agent Internal Thoughts
23:29 Agent Overview

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