There was much excitement in the A.I. Community at the recent OpenAI Developer Day and the announcement of Custom GPTs (and much excitement at the drama that followed with the OpenAI board, but that’s another topic).
As part of our initiative with AgentShop.ai we began to collect Custom GPTs and index them.
The GPT Search Engine is now available publicly at: https://www.agentshop.ai
We plan to add many features including ratings and reviews and would love your feedback.
Here is a quick tour:
The GPT search can use a topic, keywords, or a combination of both.
The search results:
Clicking on “Agent Details” goes to a details page for that GPT.
We’ll be adding reviews, rating, tagging, publisher pages, and similar features. Please provide feedback as to what we should add!
Clicking on the “Agent” link goes straight to using the GPT on ChatGPT:
You can submit your GPT on the submit page: https://www.agentshop.ai/registeragent
A little information about the implementation:
The GPT information is stored as a Knowledge Graph in a Graph Database. The particular Graph Database used here is Virtuoso which is open-source and available from OpenLink Software ( https://github.com/openlink/virtuoso-opensource ).
The GPT information is also indexed using a Vector Database. The vector database used here is Weaviate which also is open-source ( https://weaviate.io/ ).
The infrastructure is managed on AWS, taking advantage of some of the newer GPU options to use with Weaviate.
The “topic” search uses Weaviate, the “keyword” search uses Virtuoso, and “both” uses both.
As we get additional signals from rating and reviews we’ll be able to tune search to include ranking metrics and we’ll be able to tune the vector embeddings to best fit the content of GPTs.
AgentShop.ai will contain many kinds of A.I. Agents, not just OpenAI Custom GPTs, but we couldn’t resist putting this early release out there!
Also, we’ll be adding an AgentShop.ai GPT so you can search, use, rate, and review GPTs directly from within ChatGPT. We’re hoping to get a few more features from OpenAI such as getting unique user identifiers so that we can associate ratings and reviews with a unique ChatGPT user.
Please provide feedback on AgentShop.ai in comments here or in the forum at: https://forum.chat.ai/
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