Introducing SLAPA: A Self-Learning Agent for Performing APIs
OMG just watch this video. Maybe pause and read what's going on the screen. Go on. I'll wait here.
DY@dytweetshereAI agents can now teach themselves HOW to use tools (ie. any API) in real time, completely automated!
Introducing: Self-Learning Agent for Performing APIs (SLAPA)
with @FinsamSamson17:42 PM - 02 Mar 2023
When given a task, SLAPA knows to search for the API documentation and learn all the information. Then he create API calls. If they don't work, he learns from his mistake and tries again.
Basically, it's like the advanced example of LangChain's app - a game loop implementation that will execute until a win or failure is achieved. Very similar how human brain operates!
SLAPA's knowledge accumulates. He only needs to read documentation if you ask for a new API he's never encountered before; otherwise, he already knows it. As more people use SLAPA, the more comprehensive his knowledge becomes. He also gets better at writing API calls.
My understanding is that this uses persistance storage like vector search to store this knowledge.
Some other notes:
- no official demo
- private beta
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