# Enterprise Knowledge Platform

Built an enterprise knowledge workspace with six ingestion pipelines and 226,142+ indexed chunks across four sources, powered by Qdrant.

Source: https://www.iamfern.com/projects/enterprise-knowledge-platform

Role: Architect & Engineer

Contribution: Designed and built the ingestion pipelines, retrieval integrations, client extensions, and deployment on Open WebUI.

## architecture

- Separate pipelines ingest documentation, training, delivery assets, architecture references, problem records, and support cases.
- Deterministic chunk IDs make ingestion resumable without duplicate vectors.
- Retrieval checks access grants and returns named sources to dedicated personas.

## Results & scale

- 226,142+ chunks across four counted sources
- Six ingestion pipelines and three grounded personas

## stack

- Open WebUI
- Qdrant
- Azure AI Foundry
- Python
- PostgreSQL