Anni Wang
@aninibread
r2, autorag @ cloudflare, uwaterloo alum
AutoRAG just got a big upgrade: ⚡️3-5× faster indexing 📊 New Jobs dashboard to track syncs in real time Get full visibility into your RAG pipeline → now live in the Cloudflare dashboard. developers.cloudflare.com/changelog/2025…
Huge changes incoming! 🌊🌊
Big improvements over indexing speed and observability coming up soon to Cloudflare AutoRAG File indexing is expected to be 3-5x faster than the current speed This architecture changes will also enable us to index way bigger files in the near future
Queries through AutoRAG are also logged automatically in ai gateway. Easy observability win
one of my favorite new cloudflare products is autoRAG! now with two new additions: 🔸 support for multi-tenancy through custom metadata on search 🔸 ability to pass additional context to the LLM
Also, small but mighty update: AutoRAG now supports PDFs up to 4 MB (previously 1 MB)!
Three new drops in AutoRAG this week: 🔍 Filter by filename to control what gets retrieved 🧠 Add a context field to enrich each chunk 📎 See custom metadata in search responses Docs → developers.cloudflare.com/autorag/config… What do you want to see next? 👀👀
You can now deep research your Cloudflare AutoRAG in workers research You can also research the web + AutoRAG for better results Just pick an existing RAG when creating a new job and that's it!
You're not babbling 🙂 we had the same thought! Here's an MCP server for our docs if you'd like to try it out: docs.mcp.cloudflare.com/sse Would love your feedback!
🚨 Using @intellijidea? You can now connect directly to @Cloudflare R2 from your IDE to access your data, stay consistent, and build faster with zero-egress object storage. Link in comment below 👇🏾
📣 It’s official: AutoRAG now supports metadata filtering! In case you missed @G4brym’s post last week, you can now filter content by folder or timestamp before retrieval, making it easy to create a unique search experience per user. More details 👉 developers.cloudflare.com/changelog/2025…
This is what made this magic possible yesterday! x.com/liadyosef/stat…
Ok, that's amazing. 🦄 A side by side three.js comparison - with GitMCP and without. GitMCP's story originally started from a tweet by @threejs about their large, non-LLM-digestable, documentation file. @idosal1 and I ended up creating a cool generic documentation MCP server,…
Haha you beat me to it!! So excited to see filters land in AutoRAG 🗂️ — huge thanks to @G4brym for the early drop. Makes it way more powerful for multi-tenant use cases!
Sorry @aninibread, but I couldn't wait for Monday to publish that AutoRAG now supports filters 🚀🎉 *new rags* can now filter results by folder and timestamp Public docs and support for existing rags will be live next week
This is all the code you need to add RAG, using AutoRAG from @CloudflareDev, to your application. Just slot the response from this method into your prompt to the LLM, and you're done - more details below 🧵
the secret (store) is out! 🤫 manage & rotate secrets in one place 🤝 share secrets across workers scripts 🛡️ built-in RBAC + audit logs 🤠 support for more products coming soon! try it now 👇 dash.cloudflare.com/?to=/:account/…
Devweek day 1: @CloudflareDev shipped AutoRAG (a fully managed RAG pipeline) and Workflows today 🔥 Combining both, here's an example to automatically index any website into a RAG flow as users visit each page. It's less than 40 lines of JS! 🤯
If you're curious about @CloudflareDev's latest new product, AutoRAG, I talk through what it is, how it does it, and all the configuration options currently available in the video ⬇️ I've used AWS Bedrock Knowledge Bases a lot, which largely do the same thing, and this is a very…
Check out this AutoRAG tutorial by @kristianf_ . Getting you from RAG to riches in just 10 minutes 😁 youtube.com/watch?v=JUFdbk…
RAG is dead. long live RAG — index, generate embeddings and start querying in just a few steps with the new @cloudflaredev autoRAG
Manual RAG pipeline: 🔧 Set up vector DB 🧪 Tune chunking strategy 🧵 Stitch together APIs 😭 Maintain everything AutoRAG: ✅ Upload docs ✅ Get answers Now in open beta 👉 blog.cloudflare.com/introducing-au…