RAG should have been the answer to failing LLMs, but neither vector nor graph deliver. That’s why we are building the new standard for RAG, adding contextual reasoning to LLMs
For developers
The Oasis protocol is a RAG alternative to boost the performance of your LLM agent.
It is developed out of a passion for search and a frustration of search by LLMs.
We are currently benchmarking Oasis against semanticRAG and GraphRAG.
For users
If you’re working with an internal knowledge base where you can’t find the things you’re looking for, or
being forced to chat with a company chatbot that has no clue for which company it works: then Oasis could the solution.
Have a chat with us to discover if we can help.
If everyone is fixing or bypassing the limitations of vector-based and graph RAG, then we believe we should develop option 3
Contextual Reasoning
Transparent Indexing
Finetune Search
About Us
Thoughtful Oasis is on a mission to solve search forever
We are a remote & international first startup, with shared roots in Amsterdam and Enschede. With a pragmatic and research-based views on problem solving, we’re interested in complex and highly dynamic environments.