PIKE-RAG
Knowledge Extraction and Reasoning for RAG
7 followers
Knowledge Extraction and Reasoning for RAG
7 followers
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.
Flowtica Scribe
PIKE-RAG is an open-source framework from Microsoft for advanced Retrieval-Augmented Generation (RAG). It's designed to go beyond basic document retrieval and extract/apply domain-specific knowledge for complex reasoning:
📄 Context-Aware Segmentation: Improves knowledge extraction.
🏷️ Terminology Alignment: Handles specialized vocabulary.
❓ Multi-Hop QA: Designed for questions requiring multi-source information.
⚙️ Modular Design: Customizable for different use cases.
Here is a demo.