This repository implements a Retrieval-Augmented Generation (RAG) system to assess the impact of various RAG components and configurations individually. The framework expands user queries, retrieves ...

RAG takes large language models a step further by drawing on trusted sources of domain-specific information. This brings clear benefits to healthcare, where access to technical and medical data is ...

RAG can improve the efficacy of large language model (LLM) applications by leveraging custom data AIChat has a built-in vector database and full-text search engine, eliminating reliance on third-party ...

Learn More Popular AI orchestration framework LlamaIndex has introduced Agent Document Workflow (ADW), a new architecture that the company says goes beyond retrieval-augmented generation (RAG ...

With the launch of the Contextual AI Platform, enterprises will be able to create specialized “RAG agents” that can automate knowledge work on behalf of users. The new platform is based on an ...

But it’s really interesting to see both American and Chinese users discuss the migration to RedNote in very techno-utopian terms. Internet users in the U.S. and China have been separated by an ...

For RAG systems specifically, RAGAS and LlamaIndex emerged as evaluation tools, with RAGAS focusing on response accuracy and relevance using human evaluators, while LlamaIndex employs GPT-4 for ...

Tecno Mobile is a mobile phone brand that's owned by Hong Kong-based Transsion Holdings, which in 2017 launched another mobile brand in India - Itel. Tecno Mobiles was established in 2006. Tecno's ...