Azure-Samples/graphrag-accelerator

Health v2 · maintenance only

Flags: archived

Adoption not part of the score

2409 stars · 419 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A one-click Azure deployment accelerator that hosts the GraphRAG knowledge-graph-powered RAG system as a scalable API service. It builds on the microsoft/graphrag Python package to expose indexing pipelines and graph-based query endpoints on Azure infrastructure.

Use cases

• deploy graphrag as a hosted API on Azure
• run knowledge graph RAG over my documents
• query a knowledge graph with an LLM
• set up an auto-scaling GraphRAG service with user access control
• index large document collections into a graph for question answering

When to choose

• you want a production-style, auto-scaling GraphRAG API hosted on Azure
• you need user access control and high-utilization serving of GraphRAG endpoints
• you prefer infrastructure-as-code (bicep) deployment of the full Azure stack

When to avoid

• you want active development or new features - the repo is no longer maintained; use microsoft/graphrag instead
• you want a lightweight local or low-cost setup - the Azure stack and indexing can be expensive
• you need an officially supported Microsoft product - this is a demonstration accelerator

Facets

application · maturity abandoned

rag llm-inference search-engine api-framework etl large-language-models artificial-intelligence cloud-computing python cloud self-hosted graphrag knowledge-graph azure solution-accelerator infrastructure-as-code bicep one-click-deploy retrieval-augmented-generation search docker

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