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rag
Retrieval augmented generation setups
AI & Neural NetworksConfigure n8n AI Agent Elasticsearch Workflow Setup
Fix n8n AI agent skipping Elasticsearch in workflows. Step-by-step guide to set up Chat Trigger → AI Agent → Model → Elasticsearch for reliable index searches in n8n v2.3.5 with tool calling and RAG best practices.
5 answers• 1 view
ProgrammingLLM 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.
1 answer• 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