CocoIndex

YouTube video by CocoIndex Fast Iterate Your Indexing Strategy 🚀

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

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.

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 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.

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!

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...

🚀 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

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.

A mental framework -- as a simple and natural interpretation -- on Rust's memory safety models

cocoindex.io/blogs/rust-o...

#rustlang #buildinpublic

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.

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

Turn Your PDF Library into a Searchable Research Database with 100 Lines of Code

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

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

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 - 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/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.

#AI #MachineLearning #LangChain #ETL #DataEngineering #RAG #OpenSource #LLM #MLOps #AIInfrastructure #CocoIndex #VectorDatabase #AIAgents #Python #Ollama #LiteLLM #SentenceTransformers #IncrementalIndexing #DataPipeline
#RustLang #BuildinPublic

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

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

🚀 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...

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

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

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

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.

Real-Time S3 Processing Arrives on CocoIndex via AWS SQS Integration

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

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

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...