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PIKE-RAG
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PIKE-RAG
Knowledge and Reasoning for RAG from Microsoft
# Research Tool
Featured on : Feb 22. 2025
Featured on : Feb 22. 2025
What is PIKE-RAG?
PIKE-RAG from Microsoft is an open-source framework for advanced Retrieval-Augmented Generation. Goes beyond basic retrieval to extract, understand, and apply domain-specific knowledge.
Problem
Users rely on basic retrieval methods for generating information, which limits the depth and specificity of understanding and application.
Solution
An open-source framework that advances Retrieval-Augmented Generation
Customers
, data scientists, and researchers in AI and ML fields looking for advanced information retrieval solutions and enhanced AI model capabilities.
Unique Features
It goes beyond basic retrieval to allow extraction, understanding, and application of domain-specific knowledge.
User Comments
Users appreciate the open-source nature of the framework.
The ability to handle domain-specific knowledge is seen as a major advantage.
Some find the setup and implementation process complex.
It is considered cutting-edge in the field of RAG.
Users are keen on continuous updates and improvements from Microsoft.
Traction
As of the current data, specific user numbers or revenue details are not publicly available.
Market Size
The AI and machine learning market was valued at $62 billion in 2021 and is expected to grow at a CAGR of 40.2% from 2022 to 2030.