CocoIndex

🎉 CocoIndex just hit 1,000 ⭐️ on GitHub! Huge thanks to everyone who starred, forked, contributed, or shared the love! We’re just getting started. 🚀 🔗 github.com/cocoindex-io... #OpenSource #DataInfrastructure #CocoIndex #LLM #Buildinpublic #AIInfrastructure #ETL

Our first San Francisco developer meetup set the bar high. 70+ attendees and a room of builders focused on giving production AI agents the right context.

Subscribe to our events calendar on Luma for all our meetups across NYC, London, SF, Amsterdam, and Asia: luma.com/surrealdb Next stop: San Francisco. We’ll see you there for our next SurrealDB meetup with @pydantic.dev and @cocoindex.bsky.social during NVIDIA GTC.

Curious how to keep an agent’s output correct as data changes, memory grows, and systems scale? Join Tobie Morgan Hitchcock and guest speakers @sa.muelcolvin.com (@pydantic.dev) and @badmonster0.bsky.social (@cocoindex.bsky.social) at our San Francisco meetup. Register now. 👉 sdb.li/4sryXOz

You can use @cocoindex.bsky.social as a MCP server to provide advanced code search in coding agents now ♥️ github.com/cocoindex-io...

Build your own open-source deep wiki ! Auto-generate wikis for every project that never go stale. → Scan codebases → Extract info with LLMs → Generate docs + Mermaid diagrams → Incremental updates cocoindex.io/examples-v1/multi-codebase-summarization #OpenSource #DevTools #LLM

Kicking off 2026 with Rust Delhi Meetup #12, and what a way to start. Thanks to Guinnes Singh for accepting my talk proposal & being a great host throughout. I presented on building incremental data pipelines with @cocoindex.bsky.social, a framework I've been contributing towards. (1/n)

@cocoindex.bsky.social has a Rust-powered execution engine with Python bindings,so you get the performance without leaving Python. @agriyakhetarp.al was the one who told me about Rust Delhi in the first place, so glad I didn't skip this one. The meetup was at Aftershoot's office (great dogfooding)!

AI agents understand codebases 🤖 CocoIndex: real-time semantic code indexing → Tree-sitter chunking → Incremental → Vector search Use: • MCP for AI editors • Semantic search • AI code review • Auto docs Query "Find auth" → instant code chunks cocoindex.io/docs/examples/code_index #AI #Rust

Tree-sitter powered codebase indexing → real-time semantic search for AI agents 🚀 Index your code with language-aware chunking. Query with vectors in Postgres. Ship context that actually understands your codebase. cocoindex.io/docs/examples/code_index #AI #Rust #DevTools

Why build in #opensource? Best infrastructure is transparent, composable, community-driven. CocoIndex (Rust + Python): data transformation for AI with incremental sync, schema validation, context extraction. No vendor lock-in. No black boxes. Fast, type-safe pipelines. #rustlang #python

🚀 CocoIndex + DSPy: structured extraction from patient intake forms LLMs as typed extractors, not black boxes. Production-ready with incremental sync. No OCR/regex mess. Clean separation between reasoning (DSPy) & data infra (CocoIndex). 💻 github.com/cocoindex-io/cocoindex #AI #DataEngineering

🚀 CocoIndex just hit Rust Trending Again! 🦀 Why Rust? ⚡ Speed - C++ speed + memory safety 🔒 Reliability - No GC pauses or segfaults. Predictable performance always Speed + Fresh data = Critical infra for AI agents github.com/cocoindex-io... #Rust #AI #Opensource

Building Knowledge Graphs with LLMs! 🔥 Turn docs into living graphs: ✅ Triple extraction ✅ Real-time entity mapping ✅ Neo4j export with zero pain CocoIndex handles it all - no manual Cypher ⚡ Perfect for RAG & AI agents! youtu.be/FKNcv2n4nTg

Tired of fragile LLM prompts? 😤 BAML = typed prompt functions: ✅ Type-safe schemas ✅ Predictable outputs ✅ Production-ready + CocoIndex for incremental processing = 🔥 Tutorial: Extract patient data from PDFs cocoindex.io/blogs/extrac... #AI #LLM

CocoIndex just hit Rust Trending Again! 🚀 github.com/cocoindex-io... With all the AI agents development, CocoIndex is becoming critical infra for autonomous driving agents. Star & share this 🥥 if it resonates! #Opensource #RustLang

Why 🦀Rust for CocoIndex Core Engine? - Memory safety - Performance - Reliable from day 0 George wrote a great article on Rust's ownership model: cocoindex.io/blogs/rust-o... GitHub: github.com/cocoindex-io...

🦀 CocoIndex 0.3.10 drops today! Rust improvements: • Async runtime fixes (no deadlocks) • Smarter incremental recomputation • Optimized embedding batches • Robust file/streaming handling Why Rust for data? Memory safety + performance + async = reliable AI infra at scale

Context engineering just got easier 🚀 CocoIndex transforms how you build AI systems: ✨ Incremental processing - only recompute what changed 🔄 Real-time sync - keep context always fresh 🎯 Data lineage built-in ⚡ Rust-powered Perfect for RAG, knowledge graphs & AI agents github.com/cocoindex-io/c…

Custom Sources in CocoIndex 🚀 Pull data from ANY system - APIs, databases, cloud storage. CocoIndex now ingests incrementally, tracks changes efficiently, and integrates seamlessly. No longer limited by prebuilt connectors. Use CocoIndex for anything. #opensource cocoindex.io/blogs/custom...

Automatic Batching in CocoIndex 🚀 CocoIndex now supports automatic batching for all functions. ~5× higher throughput when embedding our codebase. Best part? Adaptive and knob-free - no timers, no tuning. Just set batching=True. #opensource cocoindex.io/blogs/batching

Keep passwords and other sensitive information out of your inboxes and chat logs

Improve your ai data pipeline throughput x times by adaptive batching cocoindex.io/blogs/batching #ai #opensource

CocoIndex made to #1 Github trending global in Rust - data transformation engine. Grateful to the Rust open source community and all the amazing Rustaceans for the support 💛 #rustlang #github #opensource

vibe coding, not vibe data www.youtube.com/watch?v=crV7... #ai #youtube #llm #data #opensource

CocoIndex - github.com/cocoindex-io... - Build fresh knowledge for AI made to the top 3 in trending github in #rustlang! 🌟 star if you like it! Let's go Rust 🦀. Data infra project should be on #Rustlang. #opensource #buildinpublic

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-o... #rustlang #opensource #programming

Multi-dimensional vectors? That’s how AI understands everything — text, images, audio, all at once. We broke it down here. cocoindex.io/blogs/multi-... 🌟Star the repo if you like it! github.com/cocoindex-io... #opensource #Vision #LLM #AI #buildinpublic

#vibecoding #opensource #ClaudeCode #Claude #GPT5 #GPT #OPENAI #GEMINI

CocoIndex is officially supporting custom targets - cocoindex.io/docs/custom_.... We believe this work will add more flexibility for using coco / bring your own lego for targets as well beyond the flow ops. Thanks our community for the great suggestions!

🚀 Build Your Own Google Photo Search with Face Indexing at Scale. We just dropped a new tutorial on building a scalable face recognition pipeline using CocoIndex and Qdrant. cocoindex.io/blogs/face-d... #opensource #faceRecognition #LLM #AI #startup #Qdrant #CocoIndex #ColdPlay

A mental framework -- as a simple and natural interpretation -- on Rust's memory safety models cocoindex.io/blogs/rust-o... #rustlang #buildinpublic

A holistic, top-down perspective on Rust’s ownership, permission, and memory safety model cocoindex.io/blogs/rust-o... #Rustlang #Programming #MemorySafty #Data

#windsurf #cursor #codingagents #llm #coding #tech

How to index academic research papers by extracting metadata (e.g., title, authors, abstract) for AI agents and AI workflows using LLMs and CocoIndex. #ai

What you get: ✅ LLM-extracted title, authors, abstract ✅ Embeddings for smart search ✅ Build 3 tables in one shot: metadata, author→paper, embeddings ✅ Real-time updates via Postgres + PGVector (one-line switch to Qdrant) Appreciate a star on the repo if it is helpful github.com/cocoindex-io...

📚 Build LLM-ready, metadata-rich indexes from academic papers PDF in minutes. Get started: 🔗https://cocoindex.io/blogs/academic-papers-indexing Repo: 🌟 github.com/cocoindex-io... #LLM #RAG #SemanticSearch #opensource #DataInfrastructure #KnowledgeGraphs #VectorSearch #DevTools #OpenSource

github.com/cocoindex-io... Transform data for AI got to @github.com Rust Trending this week 🚀! @github-trending.bsky.social #rustlang #opensource

Code ETL like LEGO #opensource #rustlang github.com/cocoindex-io...

Wanna AI to understand your codebase? cocoindex has native support Checkout github.com/cocoindex-io... Appreciate a Github star! Step by step tutorial cocoindex.io/blogs/index-... to setup codebase indexing for coding agent in 10 min.