I decided to run my knowledge base inside a @Cloudflare Worker👀 How? Surprisingly easily: • Spin up a @qdrant_engine cluster and grab the c…

I decided to run my knowledge base inside a @Cloudflare Worker👀 How? Surprisingly easily: • Spin up a @qdrant_engine cluster and grab the credentials • Process incoming files at the edge: parse with @llama_index LiteParse and chunk with @ChonkieAI’s chunking library, both running on WASM • Store file contents in a Durable Object • Embed chunks directly in Qdrant using its built-in inference (pretty neat, right?) But the Worker doesn’t just handle ingestion: it can also retrieve information from your knowledge base, read files from Durable Object storage, and grep through them on demand. I deploy it in a single click and connect it to my coding agents via local stdio MCP, running 𝘯𝘱𝘹 -𝘺 @𝘤𝘭𝘦-𝘥𝘰𝘦𝘴-𝘵𝘩𝘪𝘯𝘨𝘴/𝘸𝘰𝘳𝘬𝘦𝘳𝘣𝘢𝘴𝘦-𝘮𝘤𝘱. Deploy your own now (works with free plans!) → http://github.com/AstraBert/workerbase

Source: Jerry Liu (X) | 2026-06-24