This project is an intelligent assistant built with Flask, powered by Google Gemini 1.5 Pro. It allows users to query information from a PDF document along with supporting flowchart images.

RAG pairs the LLM with an external knowledge source ... This dynamic approach allows richer interactions than a static flowchart: the conversation can go in many directions, but whenever a situation ...

Learn More Retrieval Augmented Generation (RAG) is supposed to help improve the accuracy of enterprise AI by providing grounded content. While that is often the case, there is also an unintended ...

Learn More Enterprises are spending time and money building out retrieval-augmented generation (RAG) systems. The goal is to have an accurate enterprise AI system, but are those systems actually ...

“It acts to provide RAG [retrieval augmented generation] functionality from backups,” said Christophe Fontaine, technical director for Veeam in southern Europe and Africa. “That’s really ...

Building a RAG pipeline is a patchwork of moving parts. You have to stitch together multiple tools and services — your data storage, a vector database, an embedding model, LLMs, and custom ...

After back-to-back shellackings in St. Louis, the Winnipeg Jets are a dishevelled, rag-tag version of the team we saw all season. The stingiest team in hockey has become the most generous.

FORMER Finance Minister Tendai Biti has castigated the government over the wage stalemate with University of Zimbabwe (UZ) lecturers, saying the once-noble professionals have been reduced to a ...

"But we now also know that this issue of security is like a red rag to a bull for Harry. He says it is more important than any of his other legal battles. He has a deep-rooted sense of injustice ...

The Department of the Air Force’s process for determining if airmen and Space Force guardians should receive medical waivers for shaving is about as indecipherable as the infamous flow chart ...