Sortsy file retrieval
Haris Umer
Case study of the file product I worked on at CoalDev. Django API, PostgreSQL, Redis, Qdrant search, and Amazon Bedrock vision descriptions. The public repo is the write-up, not the proprietary source.
https://github.com/HarisUmer/sortsy
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Posted Sep 24, 2026
Production file search with a Django API, Qdrant retrieval, and Bedrock vision descriptions.
