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Reposted by ameliannn.bsky.social
cocoindex.bsky.social
When building data indexing systems, one of the key challenges is handling system updates gracefully. These systems maintain state across multi components (Pinecone, PostgreSQL ...) and need to evolve over time.
cocoindex.io/blogs/handle...
#DataIndexing #AI #DataEngineering #RAG
#CocoIndex
Handling System Updates and CocoIndex Automatic Schema Inference | CocoIndex
Explore how CocoIndex handles system updates in indexing flows and our approach to automatic schema inference. Learn about the challenges of managing data and logic evolution, infrastructure setup, an...
cocoindex.io
January 12, 2025 at 7:34 AM
Reposted by ameliannn.bsky.social
cocoindex.bsky.social
A well-designed indexing pipeline should be easy to build. Make transformation components composable & reusable for smooth data operations. 🥥
#DataEngineering #IndexingPipeline #AI

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cocoindex.io/blogs/data-i...
Data Indexing and Common Challenges | CocoIndex
Explore the fundamentals of data indexing pipelines for RAG applications. Learn about key characteristics of effective indexing systems, common challenges in production, and how CocoIndex solves them....
cocoindex.io
January 10, 2025 at 4:09 AM