I built it because I often had to go through very long PDFs and documents to find a few important pieces of information during my thesis or in my day jobs :D
Tamis is more about screening documents systematically than being a classic chat with your PDF or RAG tool: you define what you want to check, it goes through the documents, and it shows you what it found, with the corresponding references so you can verify everything yourself in a few seconds across thousands of documents.
I m especially interested in making this reliable enough for real, everyday professional use. The project is tailored to a few specific use cases, but it can still be used in a more generic way.
Tamis reads every document against your brief, shows the likeliest first and learns from each decision. A random audit then proves what is left in the unread pile. For systematic reviews, drug safety monitoring and contract due diligence.