From 22ecbf14e2d56e3f4381406bb77ec4802a645459 Mon Sep 17 00:00:00 2001 From: Vissidarte-Herman Date: Wed, 20 Dec 2023 01:56:21 +0800 Subject: [PATCH] Minor editorial updates --- README.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 96a42fd2a8..0240cbfd40 100644 --- a/README.md +++ b/README.md @@ -5,10 +5,10 @@

The AI-native database built for the next-gen Retrieval-Augmented Generation - Incredibly fast vector search +

Incredibly fast vector search

---- +

GitHub Discussions | YouTube | @@ -19,13 +19,13 @@

-Infinity is an open-source AI-native database designed to enhance retrieval-augmented generation (RAG) applications. As a natural partner to mainstream LLMs, Infinity solves primary challenges faced by B2B applications, such as internal enterprise search, industry-specific search, in-house AI assistants, chatbots, in-house knowledge management systems, and more. +Infinity is an open-source AI-native database designed to enhance retrieval-augmented generation (RAG) applications. As a natural partner to mainstream LLMs, Infinity solves primary challenges faced by B2B applications, such as internal enterprise search, industry-specific search, in-house AI assistants, chatbots, in-house knowledge management systems, and more. Infinity empowers these applications by supporting full-text search, multi-embedding search, multiple-collection query, and fused search. -Infinity empowers these applications by supporting full-text search, multi-embedding search, multiple-collection query, and fused search. +The vector search performance of Infinity on common datasets is exceptionally superior to all known open source vector databases, the higher the dimensionality the embeddings, the greater performance improvements achieved. -Infinity was released under the [open-source Apache License 2.0](https://github.com/infiniflow/infinity/blob/master/LICENSE) on December 21, 2023. +Infinity was released under the [open-source Apache License 2.0](https://github.com/infiniflow/infinity/blob/master/LICENSE) on December 20, 2023. -###🧐 Benchmark +### 🧐 Benchmark See a Benchmark report [here](). @@ -48,7 +48,7 @@ See [Build from Source](build_from_source.md). Infinity comes with **performance**, **flexibility**, **ease-of-use**, and many features designed to address the challenges facing the next-gen RAG applications: -### Blazing fast +### Incredibly fast - End-to-end latency as low as 0.1 ms. See the [Benchmarking](https://www.example.com). - 10K QPS on CPU: @@ -59,7 +59,7 @@ Infinity comes with **performance**, **flexibility**, **ease-of-use**, and many In addition to hybrid search, Infinity takes over the decision-making process previously owned by the upper-level applications, thereby simplifying complex queries considerably. - Full-text search -- KNN-based vector search +- KNN-based vector search ### Rich data types