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Experimental GraphRAG demo: dataset and search controls
Author screenshot of the experimental, unsupported Unified Search demo with A Christmas Carol selected and local/global controls. This is its initial configuration view, not generated answer evidence.
라이선스
Author PNG copied at original dimensions and re-encoded losslessly with exact decoded pixels; no crop, resize, added UI or invented answers. The pinned unified-search-app README identifies these states and says the demo is experimental/unsupported. The visible browser chrome and partial viewport are retained.
MIT License
Copyright (c) Microsoft Corporation.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE
Experimental GraphRAG demo: select a suggested question
The author’s demo shows suggested questions and a selected Marley question while the local/global searches are still generating. No completed comparison answer or citation quality is asserted.
라이선스
Author PNG copied at original dimensions and re-encoded losslessly with exact decoded pixels; no crop, resize, added UI or invented answers. The pinned unified-search-app README identifies these states and says the demo is experimental/unsupported. The visible browser chrome and partial viewport are retained.
MIT License
Copyright (c) Microsoft Corporation.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE
Experimental GraphRAG demo: inspect a community report
The author’s demo shows community selection, a partial entity-graph viewport and the visible portion of a selected Scrooge report. It is an interface preview of the experimental app, not a complete answer or site benchmark.
라이선스
Author PNG copied at original dimensions and re-encoded losslessly with exact decoded pixels; no crop, resize, added UI or invented answers. The pinned unified-search-app README identifies these states and says the demo is experimental/unsupported. The visible browser chrome and partial viewport are retained.
MIT License
Copyright (c) Microsoft Corporation.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE
제품 소개
GraphRAG is a structured, hierarchical approach to Retrieval Augmented Generation (RAG), as opposed to naive semantic-search approaches using plain text snippets. The GraphRAG process involves extracting a knowledge graph out of raw text, building a community hierarchy, generating summaries for these communities, and then leveraging these structures when perform RAG-based tasks.
출처 원문 · ENGraphRAG의 주요 기능
- 01Index text into graph-based representations
- 02Query indexed collections
- 03Tune prompts for a dataset
차별점
The repository is in maintenance mode and is a research demonstration rather than an officially supported Microsoft service. Indexing can be costly and should start with a small dataset.
출처 원문 · EN추천 대상
- Researchers exploring graph-based retrieval
- Developers comparing retrieval approaches
확인할 사항
- 실제 작업 하나를 시험하고 결과가 요구 사항에 맞는지 비교합니다.
- 어떤 데이터가 저장·공유되거나 학습에 사용되는지 확인합니다.
- 공식 사이트에서 현재 가격, 사용 한도, 해지 조건을 확인합니다.
공식 링크는 2026년 11월 9일에 확인했습니다. 기능 주장은 독립적으로 테스트하지 않았습니다.