Panza

Panza is an automated email assistant customized to your writing style and past email history.

Its main features are as follows:

• Panza produces a fine-tuned LLM that matches your writing style, pairing it with a Retrieval-Augmented Generation (RAG) component which helps it produce relevant emails.
• Panza can be trained and run entirely locally. Currently, it requires a single GPU with 16-24 GiB of memory, but we also plan to release a CPU-only version. At no point in training or execution is your data shared with the entities that trained the original LLMs, with LLM distribution services such as Hugging Face, or with us.
• Training and execution are also quick - for a dataset on the order of 1000 emails, training Panza takes well under an hour, and generating a new email takes a few seconds at most.