embeddings

Vector embeddings for text and semantic search

Programming Regenerate 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.

#embeddings
#vector-database
#machine-learning
#rag
#ai-production

1 answer• 1 view

01/12/2026, 04:29 PM

Programming Why 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.

#ollama
#chromadb
#embeddings
#linux
#python
#devops

1 answer• 1 view

01/04/2026, 03:41 PM