Prompt operations API
PromptVault
Production-style lifecycle management for prompts, tests, and evaluations.
Project by Akabir Abbas · Public project
The problem
Prompts, workspaces, and evaluation runs become difficult to manage without versioned workflows and background processing.
My contribution
FastAPI backend development for prompt operations and evaluations, with PostgreSQL persistence, Redis caching, and Docker delivery.
What I built
Organizes prompts and workspaces, runs evaluation jobs in the background, and combines durable storage with fast cached reads.
Technologies used
Implementation outcome
The API organizes prompts and workspaces, queues evaluation jobs, and combines durable storage with cached reads. The repository exposes the implementation.
This describes the implemented functionality. Quantitative benchmarks and business-impact measurements are not published for this project.