#
embeddings
Text embedding models and generation techniques
AI & Neural NetworksBest Embeddings for Structured Product Attributes in B2B Search
Discover optimal preprocessing for product attributes in B2B ecommerce: key-value separators outperform concatenation for semantic reranking on short queries like '12 kva diesel generator'. Compare strategies, models like Marqo, and best practices.
7 answers• 1 view
ProgrammingRegenerate Embeddings on Model Updates?
Discover when to regenerate embeddings after embedding model updates. Trade-offs include accuracy vs. compute cost, downtime. Strategies: incremental re-embedding, dual-indexing, versioning for vector databases and RAG systems.
1 answer• 1 view
ProgrammingWhy Ollama Embeddings Slow on Linux VM ChromaDB Posthog
Fix slow Ollama embeddings in ChromaDB on Linux VM without CUDA: batch requests, disable Posthog telemetry, ignore benign warnings. Run fully local for privacy and speed up email embedding performance.
1 answer• 1 view