# RAG Applications — Solutions — Hanzo AI

> Ground every LLM response in your proprietary data. Hanzo's vector database, embedding pipeline, and inference gateway let you build production RAG in hours — not months.

[Solutions](https://hanzo.ai/solutions)

Use Case

# RAG Applications

Build retrieval-augmented generation at enterprise scale

Ground every LLM response in your proprietary data. Hanzo's vector database, embedding pipeline, and inference gateway let you build production RAG in hours — not months.

[Start building](https://docs.hanzo.ai/docs/vector)[Talk to sales](https://hanzo.ai/contact/sales)

## What's included

Every feature you need to ship fast and scale confidently.

### Managed Vector Store

pgvector on Hanzo Base — no separate infrastructure. Index billions of embeddings with sub-10ms retrieval.

### Embedding Pipeline

Auto-embed documents on ingest. Supports Zen3-embedding, OpenAI, Cohere, and custom models.

### Hybrid Search

Combine dense vector search with BM25 keyword search for best-of-both precision.

### Context Window Management

Smart chunking, re-ranking, and context compression to fit retrieved knowledge into any model.

### Observability

Trace every retrieval step. Debug hallucinations by inspecting exactly what context was injected.

### Multi-tenant Isolation

Namespace indexes per customer. Keep enterprise data siloed with row-level security.

## Use cases

Real workloads, real teams, real impact.

- Internal knowledge bases and enterprise search
- Customer support with grounded, accurate answers
- Legal and compliance document analysis
- Medical and scientific literature review
- Code repository search and assistant

### Start building today

Get up and running in minutes. Our documentation covers everything from quick start to production deployment.

[Start building](https://docs.hanzo.ai/docs/vector)[Contact sales](https://hanzo.ai/contact/sales)

Also available on

AWS MarketplaceAzure MarketplaceGCP Marketplace

Enterprise ready

## Deploy with confidence

Continual internal audits, a full audit trail, and your own tenancy. Custom SLA and dedicated support engineers on Enterprise.

[Contact enterprise sales](https://hanzo.ai/contact/sales)[View pricing](https://hanzo.ai/pricing)