Linghua Jin
@badmonster0.bsky.social
building CocoIndex🥥 - #opensource data infra for AI, ex-google tech lead https://github.com/cocoindex-io/cocoindex 🥥🌴
Why #CocoIndex chose Rust: blazing-fast dataflow, predictable performance, and memory safety without GC pauses. When you’re doing real-time incremental updates at scale, every microsecond matters — Rust lets us push the limits without sacrificing correctness. #rustlang
Improve your ai data pipeline throughput x times by adaptive batching cocoindex.io/blogs/batching #ai #opensource
Adaptive Batching - 5x throughput on your data pipelines | CocoIndex
Discover how CocoIndex delivers automatic batch processing for GPU workloads and machine learning pipelines. Framework-level batching optimizes performance for text embeddings and other AI operations ...
cocoindex.io
Thinking in Rust: Ownership, Access, and Memory Safety - cocoindex.io/blogs/rust-o... #rustlang
Thinking in Rust: Ownership, Access, and Memory Safety | CocoIndex
A mental framework for Rust's memory safety concepts. Think systematically about ownership, references, Send, Sync, and Rc, Arc, RefCell, Mutex, etc.
cocoindex.io
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
Happy Hacktoberfest! Trick-or-treat 🎃🎃 CocoIndex - github.com/cocoindex-io... - tagged with hacktoberfest and fun issues, and ready to go ! Rust 🦀 and Python 🐍 #opensource #hacktoberfest #hacktoberfest-2025
🛒 Building + Explaining a real-time product recommendation engine with LLM + Graph DB - #OpenSource 🚀 Tutorial: cocoindex.io/docs/example... 🌟 Repo: github.com/cocoindex-io...
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
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
Multi-Dimensional Vector Support in CocoIndex | CocoIndex
CocoIndex natively handles typed multi-dimensional vectors — from simple arrays to multi-vector embeddings, unlocks multimodal AI pipelines at scale.
cocoindex.io
Effortless code context for AI - Star github.com/cocoindex-io... if you like it! link to full write up cocoindex.io/blogs/index-...
Best realtime context for coding agents cocoindex.io/blogs/index-... #vibecoding #opensource #claude #ai #llm #startup #data #tech #codingagents #agents #openai #cursor #windsurf
Build Real-Time Codebase Indexing for AI Code Generation | CocoIndex
Indexing codebase for RAG with CocoIndex and Tree-sitter in real-time: chunking, embedding, semantic search, and build vector index for efficient retrieval.
cocoindex.io
CocoIndex (github.com/cocoindex-io...) now supports custom targets - make the AI agents to operate on always-current context effortlessly. Checkout - cocoindex.io/blogs/custom... #opensource #LEGO #buildinpublic
GitHub - cocoindex-io/cocoindex: Data transformation framework for AI. Ultra performant, with incremental processing.
Data transformation framework for AI. Ultra performant, with incremental processing. - cocoindex-io/cocoindex
github.com
Indexing Faces for Scalable Visual Search 🚀 Build your own Google‑style photo finder in minutes with face detection, embeddings and Qdrant 🔍 with step-by-step preview. 🌟 Repo (appreciate a star!): github.com/cocoindex-io... 👀 Tutorial: cocoindex.io/blogs/face-d... #OpenSource #Python
Indexing Faces for Scalable Visual Search - Build your own Google Photo Search | CocoIndex
Build a scalable face detection and recognition pipeline using CocoIndex. This tutorial covers extracting and embedding faces from images, structuring data for visual search, and exporting to a vect...
cocoindex.io
Build image search and query with natural language with vision model CLIP - 100 lines of python. Use LLM for image recognition. Time to repurpose for Coldplay CAM real-time integration 😜 cocoindex.io/blogs/live-i... Github: github.com/cocoindex-io... #LLM #ColdPlay #ColdPlayCam
Build image search and query with natural language with vision model CLIP | CocoIndex
Indexing images with CocoIndex and Vision Model in real-time: multi-modal embedding, and build vector index for efficient retrieval.
cocoindex.io
A holistic, top-down perspective on Rust’s ownership, permission, and memory safety model cocoindex.io/blogs/rust-o... #Rustlang #Programming #MemorySafty #Data
Thinking in Rust: Ownership, Access, and Memory Safety | CocoIndex
A mental framework for Rust's memory safety concepts. Think systematically about ownership, references, Send, Sync, and Rc, Arc, RefCell, Mutex, etc.
cocoindex.io
Context + Reliable LLM e.g., Claude code will be the future of coding agents. Checkout Cocoindex that brings fresh context for reliable coding agents! github.com/cocoindex-io... (Appreciate a star!) Full blog here: cocoindex.io/blogs/index-... #opensource #codeagent
Build Real-Time Codebase Indexing for AI Code Generation | CocoIndex
Indexing codebase for RAG with CocoIndex and Tree-sitter in real-time: chunking, embedding, semantic search, and build vector index for efficient retrieval.
cocoindex.io
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
Turn Your PDF Library into a Searchable Research Database with 100 Lines of Code
hackernoon.com
Build real-time knowledge graph from documents with LLM youtu.be/2KVkpUGRtnk?... Checkout - github.com/cocoindex-io... #OpenSource #Dev #TechTalkSky #IndieTechFeed
Build Real-Time Knowledge Graph For Documents with LLM
YouTube video by CocoIndex
youtu.be
📚 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
Unlock the power of Retrieval-Augmented Generation (RAG) by indexing your codebase. Learn why it matters, how to do it with smart chunking, embeddings, and more #ai
Your Repo Has Secrets. Indexing Tells AI Where They Are.
hackernoon.com
3rd repo of the day 🦀! - Github Trending 🚀 Checkout - github.com/cocoindex-io... #opensource #rustlang
CocoIndex Crossed 2k stars last week with one day on Github Trending in Rust 🦀 . Thank you everyone who contributed, starred the repo and shared the love! Let’s making the best ETL framework for AI 🚀 ! github.com/cocoindex-io... #RustLang #opensource
github.com/cocoindex-io... Transform data for AI got to @github.com Rust Trending this week 🚀! @github-trending.bsky.social #rustlang #opensource
GitHub - cocoindex-io/cocoindex: Data transformation framework for AI. Ultra performant, with incremental processing.
Data transformation framework for AI. Ultra performant, with incremental processing. - cocoindex-io/cocoindex
github.com
build code index for your coding agents ~ in 10 min cocoindex.io/blogs/index-... appreciate a star on my repo: github.com/cocoindex-io... #coding #opensource
Build Real-Time Codebase Indexing for AI Code Generation | CocoIndex
Indexing codebase for RAG with CocoIndex and Tree-sitter in real-time: chunking, embedding, semantic search, and build vector index for efficient retrieval.
cocoindex.io
wow cocoindex got to @github.com trending yesterday in Rust 🦀. But i missed the moment. Anyways, way to go! github.com/cocoindex-io... Super simple ETL to prepare data for AI. Write in python, with Rust performance. Grateful that this blog happens to capture it #github #opensource #rustlang
github.com/cocoindex-io... Prepare data like LEGO. Few lines in Python, powered by Rust 🦀 for ultra performance Appreciate a star for the repo #opensource #buildinpublic #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
GitHub - cocoindex-io/cocoindex: Real-time data transformation framework for AI. Ultra performant, with incremental processing.
Real-time data transformation framework for AI. Ultra performant, with incremental processing. - cocoindex-io/cocoindex
github.com
