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Documentation

Everything you need to ship federated, multi-agent retrieval to production — from a five-minute quickstart to self-hosted enterprise deployment.

Quickstart

Provision a deep store, connect your first source, and run a federated Graph-RAG query in under five minutes.

Python SDK

Install with pip install deeprags. Idiomatic async client with streaming, citations, and Token-Trimmer controls.

.NET / C# SDK

NuGet package DeepRAGs.Client for enterprise .NET workloads, with full DI and cancellation support.

API reference

Versioned REST + streaming gRPC endpoints for queries, ingestion, routing policies, and graph inspection.

quickstart.py
pip install deeprags

from deeprags import DeepClient

client = DeepClient(api_key="dr_live_...")
answer = client.query(
    prompt="What drove Q4 churn in EMEA?",
    engine="graph-rag",
    sources=["*"],
    trim_tokens=True,
)
print(answer.text, answer.citations)

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