OpenAI’s ChatGPT now has plugins! Creatively named “ChatGPT Plugins”, this new feature means plugins can be built by anyone, and in this video, we will see how to build one using the chatgpt-retrieval-plugin template from OpenAI.
openai/chatgpt-retrieval-plugin Repo:
https://github.com/openai/chatgpt-retrieval-plugin
OpenAI platform:
https://platform.openai.com/
Pinecone console:
https://app.pinecone.io/
Find the code here:
https://github.com/pinecone-io/examples/blob/master/learn/generation/openai/chatgpt/plugins/langchain-docs-plugin.ipynb
▶️ Langchain data prep video:
openapi.yaml I used:
https://gist.github.com/jamescalam/709f83e4515975df832bf06c8a33ff26
NLP + LLM Consulting:
https://aurelio.ai
️ Support me on Patreon:
https://patreon.com/JamesBriggs
Discord:
https://discord.gg/c5QtDB9RAP
Socials:
Twitter: https://twitter.com/jamescalam
LinkedIn: https://www.linkedin.com/in/jamescalam/
Instagram: https://www.instagram.com/jamescalam/
00:00 ChatGPT Plugins
00:53 Plugins or LLM agents?
02:46 First look at ChatGPT plugins
05:02 Using the chatgpt-retrieval-plugin
06:45 How the plugin works
12:06 Deploying the plugin with digital ocean
15:15 ChatGPT retrieval plugin environment variables
18:42 Adding langchain docs to chatgpt plugin
26:02 Querying the chatgpt retrieval plugin
27:46 Adding the plugin to ChatGPT
28:52 Setup for ChatGPT plugin manifest file
32:47 Install unverified plugins on ChatGPT
33:41 Handling OpenAPI spec error
37:04 Asking ChatGPT plugin questions
39:45 Final thoughts on ChatGPT plugins
#chatgpt #artificialintelligence #nlp
