May god help you navigate the code cause this is cursed

Hey this is my attempt 0 at building a conversation initiating agent Its a telegram bot cause I cant be bothered to create a UI when telegram already has a beautiful UI. Stop reinventing the wheel. Especially since its an OSS project

I cant show u the commit history cause its in my private repo and i accidentally commited my key in there. So yeah this is a publicly available cleaned up repo.

Some stuff from my presentation

Some diagrams to help out

Additional Improvements to be made

• Its all 3 threads and not modularized properly
• No prompt injection protection (im already making a ton of calls )
• Refactoring is required very much
• Add random offsets to time to simulate imperfection
• Increase Resolution of internal clock ( hours -> minutes -> seconds )
• Improve all the prompts and experimenting with better EQ focused finetune models
• Using multiple models for varying specialized tasks
• Optimizing for speed
• Data Stores are now ephemeral , make it persistent and load on system init
• RAG for more related context for old contexts ( NA for hackathon )

References

Generative Agents Paper : https://arxiv.org/pdf/2304.03442.pdf