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SurrealDB @surrealdb.com · 05/03/2026

Reposted by CocoIndex

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

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CocoIndex @cocoindex.bsky.social · 05/02/2026

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

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Srihari Thyagarajan @haleshot.bsky.social · 23/01/2026

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)

Srihari Thyagarajan @haleshot.bsky.social · 23/01/2026

Reposted by CocoIndex

@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)!

CocoIndex @cocoindex.bsky.social · 15/12/2025

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

CocoIndex @cocoindex.bsky.social · 13/12/2025

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

CocoIndex @cocoindex.bsky.social · 13/12/2025

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 @cocoindex.bsky.social · 13/12/2025

🚀 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/examples/patient_intake_extraction_dspy at main · cocoindex-io/cocoindex

Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it! - cocoindex-io/cocoindex

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CocoIndex @cocoindex.bsky.social · 12/12/2025

🚀 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

GitHub - cocoindex-io/cocoindex: Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!

Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it! - cocoindex-io/cocoindex

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CocoIndex @cocoindex.bsky.social · 08/12/2025

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

youtu.be

Property Graph, Triple extraction and Knowledge Graph with LLM in simple words and examples

YouTube video by CocoIndex

CocoIndex @cocoindex.bsky.social · 08/12/2025

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

Extracting Intake Forms with BAML and CocoIndex | CocoIndex

How to use BAML and CocoIndex to extract structured data from patient intake forms in PDF/Word with LLM continuous for production.

CocoIndex @cocoindex.bsky.social · 08/12/2025

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...

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 @cocoindex.bsky.social · 05/12/2025

🦀 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

CocoIndex Changelog 0.2.21 - 0.3.10 | CocoIndex

Featuring batching support for CocoIndex functions, execution robustness, schema & type system improvements, custom source support, and more.

CocoIndex @cocoindex.bsky.social · 05/12/2025

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…

GitHub - cocoindex-io/cocoindex: Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!

Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it! - cocoindex-io/cocoindex

CocoIndex @cocoindex.bsky.social · 04/12/2025

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...

Bring your own data: Index any data with Custom Sources | CocoIndex

CocoIndex now officially supports custom sources — giving you the power to read data from any system you want. You can use CocoIndex for anything, and enjoy the robust incremental computing to build f...

CocoIndex @cocoindex.bsky.social · 04/12/2025

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

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 @cocoindex.bsky.social · 04/12/2025

CocoIndex v0.3.10 just shipped with automatic batching support! 🚀 ~5× faster throughput when embedding our codebase. Best part? Zero tuning needed - it's adaptive and knob-free. Just set batching=True. Read the benchmarks 👇

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Reposted by CocoIndex

GitHub Projects @githubprojects.bsky.social · 04/12/2025

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

Linghua Jin @badmonster0.bsky.social · 13/11/2025

Reposted by CocoIndex

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

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Reposted by CocoIndex

Linghua Jin @badmonster0.bsky.social · 14/08/2025

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

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CocoIndex @cocoindex.bsky.social · 12/08/2025

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

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.

Linghua Jin @badmonster0.bsky.social · 12/08/2025

Reposted by CocoIndex

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.

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CocoIndex @cocoindex.bsky.social · 29/07/2025

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!

Custom Targets | CocoIndex

Learn how to create custom targets in CocoIndex to export data to any destination including databases, cloud storage, file systems, and APIs. Build target specs and connectors with setup and data meth...

HackerNoon @hackernoon.com · 11/07/2025

Reposted by CocoIndex

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

hackernoon.com

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

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Reposted by CocoIndex

Linghua Jin @badmonster0.bsky.social · 10/07/2025

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...

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

Linghua Jin @badmonster0.bsky.social · 10/07/2025

Reposted by CocoIndex

📚 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

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CocoIndex @cocoindex.bsky.social · 05/07/2025

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

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CocoIndex @cocoindex.bsky.social · 04/07/2025

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.

CocoIndex @cocoindex.bsky.social · 02/07/2025

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

CocoIndex @cocoindex.bsky.social · 01/07/2025

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

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Linghua Jin @badmonster0.bsky.social · 01/07/2025

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 :)

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Reposted by CocoIndex

Linghua Jin @badmonster0.bsky.social · 30/06/2025

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

Linghua Jin @badmonster0.bsky.social · 26/06/2025

Reposted by CocoIndex

🚀 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

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Reposted by CocoIndex

Linghua Jin @badmonster0.bsky.social · 23/06/2025

🚀 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