Confidential project

Internal Knowledge Assistant

A retrieval-augmented assistant designed to answer questions using private organizational information.

The business challenge

Make internal knowledge easier to retrieve without exposing private source material or relying on unsupported model answers.

The solution

A retrieval-augmented assistant that processes approved documents, finds relevant context and supports evidence-aware responses.

Architecture overview

Document ingestion and indexing feed a retrieval layer used by a controlled assistant API. Access and deployment specifics are confidential.

Core technologies

  • RAG
  • Vector search
  • Document processing
  • API services

Latzu’s role

  • RAG architecture
  • Ingestion workflows
  • API development
  • Evaluation design
Selected technical details are omitted to respect client confidentiality.

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