intel/enterprise-rag-enhanced-dataprep repository overview

⁠Intel® AI for Enterprise RAG Enhanced Data Preparation Service

Part of the Intel® AI for Enterprise RAG ecosystem.

⁠🔍 Overview

The Intel® AI for Enterprise RAG Enhanced Data Preparation service provides advanced document processing capabilities for the Enterprise RAG system. Designed to operate alongside other Intel AI for Enterprise RAG services, EDP ensures seamless, automated data flow from storage to retriever-ready format.

⁠Storage Endpoints Support Matrix

Support for storage backends for storing and processing files:

⁠Service Roles

This image serves three main service roles:

• backend: file management & REST APIs for managing files, storage sync, etc.
• celery: background task distribution
• (optional) flower: web ui for celery tasks
• (optional) sqs: queue listener for S3 events if using AWS S3

⁠🔗 Related Components

This service works with other components:

• Storage service (SeaweedFS, AWS S3 or S3 compatible) for document persistence
• Ingestion service for vector database integration
• Embedding service for generating vector representations of documents for semantic search
• Retriever service for accessing processed documents

⁠License

Intel® AI for Enterprise RAG is licensed under the Apache License, Version 2.0.

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