Valkey with Haystack

Build production RAG pipelines using Valkey as a high-performance vector store inside Haystack. From first connection to a full retrieval-augmented generation pipeline.

01

Getting Started

Install the Haystack Valkey integration, connect to a running instance, and store your first documents with embeddings.

Beginner~10 minPython
02

RAG Pipeline

Build a full retrieval-augmented generation pipeline - embed documents, store in Valkey, retrieve by similarity, and generate answers with an LLM.

Intermediate~20 minPython
Interactive Demo
Try the Haystack + Valkey RAG Pipeline Live
Watch the full pipeline execute - embedder → Valkey KNN retrieval → prompt builder → LLM - with a live query log.
🚀 Try It Live →
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