Elevate your AI projects with cocoindex—a real-time Rust framework for dynamic data transformation. Enjoy incremental processing and blazing performance. Build smarter systems with this advanced engine. #RustLang github.com/cocoindex-io/c…

CocoIndex (github.com/cocoindex-io/c…) now supports custom targets - make the AI agents to operate on always-current context effortlessly. Checkout - cocoindex.io/blogs/custom-t… #DataEngineering #OpenSource #Python #CocoIndex #RAG #VectorDB #LLMInfra #DevTools #DataInfrastructure

Thanks for having me, FounderCoHo ! 🙌 Incredible night at #Stanford with an inspiring crew of founders, builders, and x-googlers. Had a blast sharing what we’re building at CocoIndex — make sure your AI agents always operate on the right, always-current context — across

CocoIndex + ColPali enable fine-grained, patch-level visual search that sees layout, text, and objects—just like you do. - hackernoon.com/the-end-of-ocr… #ai #datascience

Touseef Hussain GitHub Projects Community Yep! working on a great project and definitely worth the weekends - github.com/cocoindex-io/c…

Everyone talks about AI coding now. How to build context for large codebase that actually works 🧐? We built something that now powers instant AI code generation with live context. 👀Checkout cocoindex.io/blogs/index-co… ⭐️Star the repo if you like it! github.com/cocoindex-io/c… A

Managing 5 AI pipelines is easy. ✅ Managing 500 without losing your mind? 😵‍💫 This is how we do it — one flow definition, unlimited instances. Check out our latest documentation: cocoindex.io/docs/tutorials… #RAG #ContextEngineering #OpenSource #BuildinPublic

Aurimas Griciūnas Great post about production RAG system! Checkout - github.com/cocoindex-io/c… We had similar thoughts on building modular RAG system with custom logic but build like LEGO from day 0 ⚡! we have users process at scale of millions Engine is written in rust 🦀 for ultra performance,

M𝐮𝐥𝐭𝐢𝐦𝐨𝐝𝐚𝐥 𝐀𝐈 at scale 🪄 Images, text, audio, video — all as structured multi dimensional vectors that preserve each modality’s unique semantics. This helps you understand : 📖 Blog: cocoindex.io/blogs/multi-ve… ⭐ Star on GitHub: github.com/cocoindex-io/c… Now live in

A mental framework to really understand how Rust’s ownership, borrowing, and memory safety work. With this - moves, borrows, Send, Sync, and runtime checks become intuitive and predictable tools in your programming toolbox. cocoindex.io/blogs/rust-own… #rustlang #opensource

CocoIndex made it to the Rust trending today! github.com/cocoindex-io/c… Let's go Rust 🦀 - Star 🌟 if you like it! CocoIndex - effortless fresh knowledge for AI - ofc ultra-performant because of Rust. Honored to be alongside legends like OpenAI Codex on the trending list!

So happy to see this 😄🦀 If you're looking to build large scale knowledge bases and ETL is a pain, use CocoIndex, star ⭐️ the repo, and spread the word! Linghua Jin 🥥 🌴 is doing some awesome work.

CocoIndex made it to the #3 on Rust trending today! github.com/cocoindex-io/c… Let's go Rust 🦀 CocoIndex - effortless fresh knowledge for AI - ofc ultra-performant because of Rust. Honored to be alongside other great projects like treesitter, Polars, LanceDB, BAML and

Effortless multi-modal context engineering 🤝 CocoIndex + ColPali now makes patch-level image indexing a breeze. 👀 Read: cocoindex.io/blogs/colpali 🌟Star if you like it! - github.com/cocoindex-io/c… 🔹 1,000+ semantic patches per image 🔹 Late-interaction for high recall &

🚀 We’ve shipped 20+ releases at CocoIndex — packed with production-ready features, scalability upgrades, and runtime improvements. Build effortless fresh knowledge for AI. Huge thanks to our amazing users for the feedback and for running CocoIndex at scale! 🌟 Link in

CocoIndex now has concurrency control to balance maximum throughput with system stability. The default settings work well for most cases, but we also expose layered controls for advanced scenarios.

CocoIndex Tired of job failures from remote LLMs throttling? CocoIndex now automatically backoff and retry rate-limited requests (HTTP 429) to remote LLMs, ensuring smoother and more resilient data processing. More optimizations are coming soon!

CocoIndex CocoIndex now automatically combines multiple update calls into a single operation when it's safe to do so. This optimization allows users to blindly call the update API whenever an update is potentially needed, without worrying about too frequent or conflict updates.

CocoIndex internal/homegrown tool or API (e.g. within a company) that's not publicly available? a new tool, database, or API joins your stack? With CocoIndex Custom targets, start exporting right away, with no pipeline refactoring required. CocoIndex envisions building pipelines

Fine-grained Multi-Modal RAG - Instead of compressing an entire image into one dense vector (like CLIP), ColPali splits the image into 1000+ patches - cocoindex.io/blogs/colpali Each patch gets its own embedding → preserving local layout + meaning. Then queries interact late