PinnedThe Rise and Evolution of RAG in 2024: A Year in ReviewAs 2024 comes to a close, the development of Retrieval-Augmented Generation (RAG) has been nothing short of turbulent. Let’s take a…Dec 25, 2024Dec 25, 2024
Reasoning for RAG: A 2025 PerspectiveThe seismic impact triggered by DeepSeek R1 in early 2025 has advanced our previous predictions about LLM reasoning and decision-making…Mar 6Mar 6
A deep dive into RAGFlow v0.15.0The final release of RAGFlow for the year of 2024, v0.15.0, has just been released, bringing the following key updates:Dec 19, 2024A response icon2Dec 19, 2024A response icon2
What Infrastructure Capabilities does RAG Need beyond Hybrid Search?Infinity is a database specifically designed for Retrieval-Augmented Generation (RAG), excelling in both functionality and performance. It…Nov 26, 2024Nov 26, 2024
Implementing Text2SQL with RAGFlowRAGFlow introduces the Text2SQL feature in response to community demand. Traditional Text2SQL requires model fine-tuning, which can…Sep 23, 2024Sep 23, 2024
How Our GraphRAG Reveals the Hidden Relationships of Jon Snow and the Mother of DragonsRAGFlow introduces support for GraphRAG, which has recently been open-sourced by Microsoft, allegedly the next generation of…Sep 19, 2024Sep 19, 2024
Multi-way retrieval evaluations based on the Infinity databaseInfinity v0.2 delivers the most comprehensive hybrid search solution to date, including vector search, full-text search, sparse vector…Jul 29, 2024Jul 29, 2024
The fastest hybrid search — A glimpse into Infinity v0.2 featuresInfinity v0.2 was released, offering the most comprehensive and fastest multi-way retrieval in the industry. This blog post explains how…Jul 17, 2024Jul 17, 2024
Dense vector + Sparse vector + Full text search + Tensor reranker = Best retrieval for RAG?Infinity v0.2 was released, introducing two new data types: Sparse vector and Tensor. Besides full-text search and vector search, Infinity…Jul 17, 2024A response icon1Jul 17, 2024A response icon1
From RAG 1.0 to RAG 2.0, What Goes Around Comes AroundSearch technology remains one of the major challenges in computer science, with few commercial products capable of searching effectively…Jul 15, 2024A response icon1Jul 15, 2024A response icon1
