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.

#OpenSource - ideas move faster, together. Build openly, learn from others, and create impact beyond your own code.

way to go - github.com/cocoindex-io... 2k stars #OpenSource #Rustlang

CocoIndex - super simple etl to prepare data for ai agents, with dynamic index - cross 2k Github stars today. github.com/cocoindex-io... When sources get updates, it automatically syncs to targets with minimal computation needed. Open source & on-prem ready. ⭐️ Star if it is helpful :)

Homepage v2 - cocoindex.io Ultra performant ETL for AI, within 100 lines of python code. Appreciate a star 🌟 on github.com/cocoindex-io...

🚀 Introducing CocoInsight - Make your AI data pipeline exceptionally easy to understand — step-by-step. 🌟Works with CocoIndex: github.com/cocoindex-io... 🎉Now live: youtube.com/watch?v=MMrp... #AI #DataEngineering #LLM #RAG #OpenSource #VibeCoding #AIInfrastructure #MLOps #LLMInfra #CocoIndex

🚀 CocoIndex now officially supports LiteLLM. You can now plug any LiteLLM-supported model directly into your Coco AI data pipelines — making it even easier to run, experiment, and scale with your favorite LLMs. cocoindex.io/docs/ai/llm#... 🌟Github: github.com/cocoindex-io... #LLM #data #AI #etl

Real-time updates, syntax-aware chunking. Production-ready. Ultra-performant. Fully #OpenSource. #LLM #RAG #AIForCode #CodeSearch #DevTools #RealtimeAI #OpenSource #AIInfra #Rust #Python #TreeSitter #VectorDB #Embeddings #AIEngineering #GenerativeAI #Codex #CodingAgents #Claude #Cursor

🚀 Build Real-Time #Codebase Indexing for LLMs with Tree-sitter for coding agents. ~100 lines of Python get started: 🔗 cocoindex.io/blogs/index-... repo: 🌟 github.com/cocoindex-io...

Still duct-taping Python scripts to move data around? 🩹🐍 It’s 2025. Time to upgrade. Meet CocoIndex — real-time data transformation built in Rust, for devs who like things fast, fresh, and composable. 🦀⚡💅 👉 github.com/cocoindex-io... #RustLang #DataInfra #OpenSourceTools #LLMops #BuildInPublic

Tired of clunky ETL pipelines and stale data? Meet CocoIndex—the ultra-performant, open-source framework built in Rust for real-time data transformation. github.com/cocoindex-io... #Data #technology #Opensource #Buildinpublic

Most user-facing AI agents need data freshness. When users update documents, it's unexpected to see stale information in search results. If the search result is fed into an AI agent, it may mean unexpected response to users. It's more dangerous - users may take unexpected response without noticing.

Learn how to build a real-time, incremental ETL pipeline using Amazon S3, SQS, and CocoIndex for efficient, low-latency data transformation and vector embedding #ai

Prototype: "Does it work?" Production: "Will it keep working?" CocoIndex is built for production from day 0 — no hacks, no hand-waving. github.com/cocoindex-io...

Incremental, real-time, lineage-aware—CocoIndex is built for the new era of intelligent pipelines. Here’s the vision. 👇 cocoindex.io/blogs/cocoin...

checkout github.com/cocoindex-io...

🚀 Just launched: CocoIndex now supports real-time incremental processing from #AmazonS3 with #AmazonSQS. If your AI agent needs fresh data in production systems, take a look (with end to end example). 📖 Dive in: cocoindex.io/blogs/s3-inc... 🌟Repo: github.com/cocoindex-io... #OpenSource #Data

#Opensource is more than code—it's a conversation. A shared belief that building together beats building alone. 🌱👩‍💻 #opensource #devcommunity

CocoIndex github.com/cocoindex-io/cocoindex is an ultra performant data transformation framework, with its core engine written in #rustlang. The problem it tries to solve is to make it easy to prepare fresh data for AI - creating embedding, building knowledge graphs, or other data transformations.

#OpenSource is wild. strangers become collaborators. ideas evolve in the open. every PR is a small act of trust. Grateful for everyone building in public—your work moves the world forward. #BuildInPublic

Text embeddings 101 - Build your own vector search in minutes. We walk through a minimal example — from file ingestion to embedding and querying with natural language, with step by step data insights 🧪 Tutorial: cocoindex.io/blogs/text-e... 🔗 Repo: github.com/cocoindex/co... #AI #LLM #opensource

Guess who just became our first #OpenSource AI contributor? Jules from #Google! Jules makes changes in a branch and sends a PR for review at #GitHub like a teammate— smooth as magic. We’re blown away ✨! 👇 Jule's PR in comment #AI #GenAI #DeveloperTools #MachineLearning #LLM #Coding

CocoIndex - #opensource Real-time data transformation framework for AI. Ultra performant, with incremental processing. github.com/cocoindex-io... We just reached 1.5k stars. Thanks the community for the love and support ❤️. Keep building! #datainfra #buildinpublic #etl #data #python #rustlang

In this blog, we will build live image search and query it with natural language. #ai

Search cute images! Use natural language to search:
"an elephant", "cute animal" → get results instantly 🐿️✨

Build Real-Time Image Search 🔍 with vision model #CLIP by #OpenAI and #VectorDatabase @qdrant.bsky.social 🔗 repo: github.com/cocoindex-io...
 🔗 tutorial: cocoindex.io/blogs/image-... #ImageSearch #MultimodalAI #CLIPModel #RealTimeAI #VectorSearch #AIInfra #LLMApplications #SemanticSearch

Build Real-Time Product Recommendation Engine 👍 with LLM #OpenAI and Graph Database @neo4j.com 🔗 repo: github.com/cocoindex-io... 🔗 tutorial: cocoindex.io/blogs/produc... #LLM #GraphDatabase #Neo4j #AIRecommendations #GenerativeAI #KnowledgeGraph #LLMApplications #GraphAI

Some of the most important tools we rely on today came from people sharing their work freely, without asking for anything in return. #opensource

#Opensource is one of the most powerful forces in tech.

let's code knowledge for AI youtu.be/2KVkpUGRtnk?...

🧠 Why knowledge graphs? Knowledge graphs are foundational for context-aware AI agents. They give structure to otherwise unstructured information—letting agents reason, recall, and navigate complex domains.