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

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/aww/chat.py 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.