[rlupi]

I built an agent that has access to my diary, it has the ability to build hierarchical summaries of my diary, which help to compress context, I gave it tools to read pages, search using full text indexes and RAG (the former worked better, but I think it's largely because of limitation in my RAG implementation), it also has the ability to record memories (append to a specific markdown page). The latter are automatically included in the system prompt, when I invoke chat.

https://github.com/robertolupi/augmented-awareness/blob/main...

I use it mostly non-interactively, to summarize my past diary entries and to create a Message Of The Day (MOTD) shown when I launch a terminal.

[javantanna]

thanks man i need to take a look to your code bcoz as you said hierarchical summaries i try to implement it didn't work for me like i am building a system which ocr pdf of legal contracts between parties so this way breaks when there is time to extract specific clauses as per contract