rag

Retrieval-Augmented Generation systems

Programming LLM Fine-Tuning Data Formats, RAG & AI Datasets Guide

Discover data formats for fine-tuning LLMs like CSV/JSONL prompts, RAG query-context triples, and top AI datasets from Hugging Face for training mini LLMs. Essential guide for instruction tuning and RAG systems.

#llm
#fine-tuning
#rag
#ai-datasets
#machine-learning

1 answer• 1 view

01/18/2026, 06:35 AM

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