Skip to content

post-1.0: add GraphRAG integration example #4

Closed

Description

@adityamukho

Roadmap source

ROADMAP.md: Phase 9.3 Integration Examples.

Work item

Add a runnable GraphRAG example wiring Minigraf to a vector store.

Acceptance criteria

  • Demonstrate entity UUIDs as the bridge between vector retrieval and structured graph traversal.
  • Include setup and run instructions.
  • Keep the example runnable in CI or documented with clear dependency boundaries.

Activity

  1. adityamukho commented on May 15, 2026

    @adityamukho
    ContributorAuthor

    Prerequisites

    This example should be built after #7 (standalone examples crate) exists. The integration examples are content that populates that crate's structure — scaffolding the example before the crate exists means either duplicating scaffold work or moving files later.

  2. adityamukho commented on May 24, 2026

    @adityamukho
    ContributorAuthor

    Implemented in commits 9c2e2ff–66519f8 on main.\n\n- integrations/graphrag-python/graphrag_minigraf.py — demonstrates entity UUIDs as the bridge between ChromaDB vector retrieval and Minigraf graph traversal\n- integrations/graphrag-python/requirements.txt — minigraf==1.1.1, chromadb==1.5.9\n- Static tests added to tests/langchain_integrations.py\n- README updated with setup, run, and expected output instructions

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    documentationImprovements or additions to documentationenhancementNew feature or request

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions