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react typescript vector database vertex ai cloudflare workers

📋 Description

  • Design durable ingestion pipelines for creative and performance data.
  • Generate embeddings for multi-modal assets; manage vector store.
  • Build retrieval pipelines for AI agent tools with low latency.
  • Ship agent-style systems with tool use and multi-step reasoning workflows.
  • Develop and maintain the React frontend for the creative intelligence library.
  • Own full lifecycle: design, deploy, monitor, iterate.

🎯 Requirements

  • Strong TypeScript—types as a design tool.
  • Production experience with serverless/edge runtimes (CF Workers, Lambda).
  • Durable ingestion pipelines with queues, retries, backpressure, dedup
  • Practical embeddings and retrieval quality tuning.
  • Shipped an agent-style system with tool use and multi-step workflows.
  • React fluency with modern patterns and architecture.
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