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AI Portfolio concept

RAG Workspace

Answer retrieval across internal documents

Problem

Employees spend time manually searching for information in instructions and documents.

Solution

A RAG service with an API, vector search, and controlled context delivery to the LLM.

Result

Fast access to company knowledge through natural language, grounded in source documents.

Technologies
PythonFastAPIPostgreSQLpgvectorEmbeddingsLLM