⭐ https://github.com/cocoindex-io/cocoindex
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
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: 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
- 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...
- 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...
github.com/cocoindex-io...
Simplest way to connect data sources & keep targets fresh for AI transformations.
Becoming critical infra for autonomous AI agents.
Star & share! 🥥
#Opensource #RustLang
github.com/cocoindex-io...
Simplest way to connect data sources & keep targets fresh for AI transformations.
Becoming critical infra for autonomous AI agents.
Star & share! 🥥
#Opensource #RustLang
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
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 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…
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…
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...
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...
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
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
~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 👇
~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 👇
cocoindex.io/blogs/batching
#ai #opensource
cocoindex.io/blogs/batching
#ai #opensource
#rustlang #github #opensource
#rustlang #github #opensource
🌟 star if you like it! Let's go Rust 🦀. Data infra project should be on #Rustlang.
#opensource #buildinpublic
🌟 star if you like it! Let's go Rust 🦀. Data infra project should be on #Rustlang.
#opensource #buildinpublic
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
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
🌟Star the repo if you like it!
github.com/cocoindex-io...
#opensource #Vision #LLM #AI #buildinpublic
🌟Star the repo if you like it!
github.com/cocoindex-io...
#opensource #Vision #LLM #AI #buildinpublic
Thanks our community for the great suggestions!
Thanks our community for the great suggestions!
cocoindex.io/blogs/face-d...
#opensource #faceRecognition #LLM #AI #startup #Qdrant #CocoIndex #ColdPlay
cocoindex.io/blogs/face-d...
#opensource #faceRecognition #LLM #AI #startup #Qdrant #CocoIndex #ColdPlay