Showcase UI — This flow is a scripted product preview. For live Workers AI (streaming content, social, Q&A, code), use the Swarm agent demos (e.g. Content Agent, Social Agent).
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Research Ingest Worker
Ingest URLs and documents into your tenant knowledge base. The Research Ingest agent fetches, chunks, embeds, and stores source material in Cloudflare Vectorize so every downstream agent writes from grounded facts — not hallucinations.
Demo Usage
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Research Ingest Worker
Fetch → chunk → embed → Vectorize → D1 metadata
id: research-ingest
Worker Online
Preview walkthrough — The pipeline below is a scripted product tour; no live network requests are made. In production the Worker runs on Cloudflare — Workers AI for embeddings, Vectorize for ANN storage, D1 for source metadata.
Fetch (Workers)
Parse + Chunk
BGE embed (Workers AI)
Vectorize (ANN)
D1 (metadata)
Add Source URL
Quick-add sample sources:
Ingest Queue
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sources
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ingested
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vectors
ingest-log
idle
tenant-kb · Vectorize
0 vectors