🤖 ai Advanced
⏱️ 12 min
Improving RAG Query Quality and Relevance
Techniques for rewriting user queries (HyDE, Expansion) and reranking results to boost retrieval accuracy in Retrieval-Augmented Generation.
5 articles found
Techniques for rewriting user queries (HyDE, Expansion) and reranking results to boost retrieval accuracy in Retrieval-Augmented Generation.
Deploy and configure Qdrant for production semantic search with collection management, filtering, and high availability on Kubernetes.
Implement a complete Retrieval-Augmented Generation pipeline that combines semantic search with local LLM inference for intelligent document Q&A.
Build a powerful hybrid search system that combines vector embeddings with traditional keyword search for comprehensive document retrieval.
Create a production-ready embedding pipeline in .NET that generates vector embeddings with Ollama and stores them in Qdrant for semantic search.