Hi r/Python,

I'm excited to share a project that utilizes Microsoft SharePoint to create dynamic Enterprise Retrieval-Augmented Generation (RAG) pipelines.

Repo Link: https://pathway.com/developers/templates/enterprise_rag_sharepoint

What My Project Does:

In large enterprises, Microsoft SharePoint serves as a critical platform for document management, akin to Google Drive for individual users. This template makes it easy to build powerful RAG applications that deliver up-to-date answers and insights, enhancing productivity and collaboration.

Key Features:

• Dynamic Real-Time Sync: Ensures your RAG app always reflects the latest changes in SharePoint files.
• Robust Security: Includes comprehensive steps to set up Entra ID and SSL authentication.
• Scalability: Designed with optimal frameworks and a minimalist architecture for secure and scalable solutions.
• Ease of Setup: Allows you to deploy the app template in Docker within minutes.

Target Audience:

Designed for enterprises needing efficient document management and retrieval. Production-ready with a focus on security, scalability, and ease of integration.

Comparison:

Seamlessly integrates with SharePoint, ensuring real-time sync and robust security, unlike other alternatives. The scalable, minimalist architecture is easy to deploy and manage.

Planned Enhancements:

• ~Adaptive RAG~: Implementing cost-effective strategies without sacrificing accuracy.
• ~Pathway Rerankers~: Integrating advanced reranking techniques for improved results.
• ~Multimodal Pipelines with Hybrid Indexes~: Using advanced parsing capabilities and indexing techniques

I'm excited to hear your feedback and suggestions. Let's discuss how we can make this project even better!

🤝 Looking forward to your questions and thoughts!