Third Brain
- 3 Devlogs
- 3 Total hours
I'm building an agent that remembers.
It turns out I’ve been building a retreival augmented generation system for AI all along.
I did this without even realizing it was called that!
Since last time, I’ve hooked up a text-embedding engine to turn text into vectors.
Next, I did some math to calculate cosine similarity between the vectors so I can see how similar these vectors are. I also added some helper functions to help retrieve the vectors that are similar enough and only take the top K (5) values.
I hooked this all up to the command line chat!
It still doesn’t seem to remember properly though… I’m going to spend some time to debug this.
I made a conversation with the AI call!
Instead of relying on AI, I’m forcing myself to read documentation to go slow (instead of having everything done for me).
The first hour was a little bit of experimenting and planning.
I made some AI calls myself and also sketched a simple architectural diagram.
