R2R

R2R is a smart AI system that helps you find and manage information easily. It can handle many kinds of content like text, PDFs, images, and even audio. This means you can search through all sorts of information with it.

R2R mixes different search methods to give you better results. It understands what words mean and uses keywords to make searches more accurate.

One of the big advantages of R2R is that it can make knowledge graphs. These graphs show how different bits of information are connected, helping you understand complex topics better.

The system also has a Deep Research API. This tool can fetch useful data from your knowledge base and the internet. It gives richer, context-aware answers for complex questions.

R2R is very customizable. Developers can create their own AI agents using their data. This makes it great for many uses, from finding business leads to helping with research.

R2R can be used in many different ways. For example, it can help find the UK''s top exports in 2023 by finding the right documents. It can also list all YC founders who worked at Google and now have an AI startup. This is possible because its knowledge graph feature understands the links between employees and projects.

Developers can use R2R to build custom AI agents. These agents can help with tasks like finding business leads or helping with research. The system''s ability to be watched and customized helps improve its performance over time.

R2R is available as both a cloud service and a self-hostable solution. The cloud service offers a generous free tier with no credit card needed.

Users like R2R''s ability to handle complex questions and give accurate answers. Its advanced features like hybrid search and knowledge graphs make it a powerful tool for finding information.

R2R is always being improved. Ongoing work includes semantic chunking, knowledge graph triples extraction, granular permissions handling, and LLM-powered online evaluation of system performance.