CocoIndex
@cocoindex.bsky.social
#OpenSource Transform data for AI 🥥🌴
⭐ https://github.com/cocoindex-io/cocoindex
⭐ https://github.com/cocoindex-io/cocoindex
Pinned
CocoIndex
@cocoindex.bsky.social
· May 6
🎉 CocoIndex just hit 1,000 ⭐️ on GitHub!
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
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
Podcasts are one of the richest sources of expert knowledge on the internet. We built an #opensource project that continously turn turns podcast episodes into a knowledge graph with @cocoindex.bsky.social @pydantic.dev @surrealdb.com
🌟 Source code: github.com/cocoindex-io...
🌟 Source code: github.com/cocoindex-io...
April 3, 2026 at 4:05 AM
Podcasts are one of the richest sources of expert knowledge on the internet. We built an #opensource project that continously turn turns podcast episodes into a knowledge graph with @cocoindex.bsky.social @pydantic.dev @surrealdb.com
🌟 Source code: github.com/cocoindex-io...
🌟 Source code: github.com/cocoindex-io...
Reposted by CocoIndex
Our first San Francisco developer meetup set the bar high. 70+ attendees and a room of builders focused on giving production AI agents the right context.
March 23, 2026 at 5:06 PM
Our first San Francisco developer meetup set the bar high. 70+ attendees and a room of builders focused on giving production AI agents the right context.
Super excited to launch 𝐜𝐨𝐜𝐨𝐢𝐧𝐝𝐞𝐱-𝐜𝐨𝐝𝐞 𝐂𝐋𝐈 🚀 ! A super lightweight, 𝐀𝐒𝐓-𝐛𝐚𝐬𝐞𝐝 𝐜𝐨𝐝𝐞 #OpenSource 𝐂𝐋𝐈 pair with any coding agent that actually understands your codebase and just works and improves code completion speed and quality. CLI is having a comeback 🙂 and having its own moment 🔥 .
March 18, 2026 at 5:54 AM
Super excited to launch 𝐜𝐨𝐜𝐨𝐢𝐧𝐝𝐞𝐱-𝐜𝐨𝐝𝐞 𝐂𝐋𝐈 🚀 ! A super lightweight, 𝐀𝐒𝐓-𝐛𝐚𝐬𝐞𝐝 𝐜𝐨𝐝𝐞 #OpenSource 𝐂𝐋𝐈 pair with any coding agent that actually understands your codebase and just works and improves code completion speed and quality. CLI is having a comeback 🙂 and having its own moment 🔥 .
Reposted by CocoIndex
Subscribe to our events calendar on Luma for all our meetups across NYC, London, SF, Amsterdam, and Asia: luma.com/surrealdb
Next stop: San Francisco. We’ll see you there for our next SurrealDB meetup with @pydantic.dev and @cocoindex.bsky.social during NVIDIA GTC.
Next stop: San Francisco. We’ll see you there for our next SurrealDB meetup with @pydantic.dev and @cocoindex.bsky.social during NVIDIA GTC.
SurrealDB Events · Events Calendar
View and subscribe to events from SurrealDB Events on Luma. Learn, connect, and build with SurrealDB: the multi-model database for AI agents. Discover upcoming SurrealDB events, webinars or community-...
luma.com
March 3, 2026 at 10:42 AM
Subscribe to our events calendar on Luma for all our meetups across NYC, London, SF, Amsterdam, and Asia: luma.com/surrealdb
Next stop: San Francisco. We’ll see you there for our next SurrealDB meetup with @pydantic.dev and @cocoindex.bsky.social during NVIDIA GTC.
Next stop: San Francisco. We’ll see you there for our next SurrealDB meetup with @pydantic.dev and @cocoindex.bsky.social during NVIDIA GTC.
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
Register now. 👉 sdb.li/4sryXOz
March 5, 2026 at 5:25 PM
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
Register now. 👉 sdb.li/4sryXOz
Reposted by CocoIndex
You can use @cocoindex.bsky.social as a MCP server to provide advanced code search in coding agents now ♥️
github.com/cocoindex-io...
github.com/cocoindex-io...
GitHub - cocoindex-io/cocoindex-code: A super light-weight embedded code mcp (AST based) that just works - saves 70% token and improves speed for coding agent. 🌟 Star if you like it!
A super light-weight embedded code mcp (AST based) that just works - saves 70% token and improves speed for coding agent. 🌟 Star if you like it! - cocoindex-io/cocoindex-code
github.com
March 10, 2026 at 11:17 AM
You can use @cocoindex.bsky.social as a MCP server to provide advanced code search in coding agents now ♥️
github.com/cocoindex-io...
github.com/cocoindex-io...
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
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
February 5, 2026 at 7:27 AM
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
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
Reposted by CocoIndex
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)
I presented on building incremental data pipelines with @cocoindex.bsky.social, a framework I've been contributing towards.
(1/n)
January 23, 2026 at 1:19 PM
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)
I presented on building incremental data pipelines with @cocoindex.bsky.social, a framework I've been contributing towards.
(1/n)
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)!
The meetup was at Aftershoot's office (great dogfooding)!
January 23, 2026 at 1:26 PM
@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)!
The meetup was at Aftershoot's office (great dogfooding)!
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: 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
December 15, 2025 at 1:36 AM
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: 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
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
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
December 13, 2025 at 4:45 AM
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
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
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
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
December 13, 2025 at 1:46 AM
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
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 + 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
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
github.com
December 13, 2025 at 1:42 AM
🚀 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
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 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
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
github.com
December 12, 2025 at 7:51 AM
🚀 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
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
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
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
Property Graph, Triple extraction and Knowledge Graph with LLM in simple words and examples
YouTube video by CocoIndex
youtu.be
December 8, 2025 at 5:53 AM
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
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
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
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.io
December 8, 2025 at 5:29 AM
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
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
CocoIndex just hit Rust Trending Again! 🚀
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
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
github.com
December 8, 2025 at 5:18 AM
CocoIndex just hit Rust Trending Again! 🚀
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
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...
- 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.io
December 8, 2025 at 5:15 AM
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...
- 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...
CocoIndex just hit Rust Trending! 🚀
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
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
github.com
December 6, 2025 at 5:27 AM
CocoIndex just hit Rust Trending! 🚀
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
🦀 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
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.io
December 5, 2025 at 7:34 AM
🦀 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
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
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…
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
github.com
December 5, 2025 at 2:37 AM
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…
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…
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...
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.io
December 4, 2025 at 8:22 AM
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...
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...
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
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.io
December 4, 2025 at 8:05 AM
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
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 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 👇
~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 👇
December 4, 2025 at 7:36 AM
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 👇
~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 👇
Reposted by CocoIndex
Keep passwords and other sensitive information out of your inboxes and chat logs
December 4, 2025 at 7:30 AM
Keep passwords and other sensitive information out of your inboxes and chat logs