Finrag FAQs

Question 1

How does Finrag ensure secure information access?

Accepted Answer

Finrag uses Role-Based Access Control (RBAC) to restrict access to company documents. For instance, employees, managers, or C-level executives will only see the data they are authorized to view, preventing unauthorized information disclosure.

Question 2

Does Finrag provide source citations for its answers?

Accepted Answer

Yes, Finrag's Retrieval-Augmented Generation (RAG) system is designed to provide trusted outputs. Every response includes direct sources and file chunks, allowing users to verify the information and trace it back to the original documents.

Question 3

What types of documents can Finrag handle?

Accepted Answer

Finrag is practical for various business documents, including Markdown files, CSVs, reports, handbooks (e.g., HR policies), financial summaries, and general company documents (Engineering, Finance, HR, Marketing).

Question 4

What is Finrag and its primary purpose?

Accepted Answer

Finrag is a Role-Based Access Control (RBAC) Retrieval-Augmented Generation (RAG) system. Its primary purpose is to provide secure, role-based access for querying internal company documents, ensuring users only see information relevant to their permissions.

Question 5

What are Finrag's deployment and integration options?

Accepted Answer

Finrag offers flexible deployment. It seamlessly integrates with Claude Desktop via the Model Context Protocol (MCP tools). Additionally, it provides an optional Streamlit UI and a FastAPI gateway for standalone deployment and custom integrations.

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