Cloud Ape’s RAG expertise: building production retrieval-augmented generation pipelines with Qdrant vector search, optimized chunking and embedding strategies, hybrid dense+sparse retrieval, re-ranking, and groundedness evaluation — so your LLM answers from your data, not hallucinations.