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README.md
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README.md
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现在支持的知识库类型包括 `Chroma`、`Milvus`、`LightRAG`。[LightRAG](https://github.com/HKUDS/LightRAG) 是轻量级 GraphRAG方法。
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<table>
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<tbody>
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<tr>
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<td><img src="https://github.com/user-attachments/assets/6ad3cc6a-3816-4545-b074-6eeb814d8124" alt="知识图谱可视化"></td>
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<td><img src="https://github.com/user-attachments/assets/6cc3c3a6-b7c2-4dc3-9678-b97de7835959" alt="知识库可视化"></td>
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</tr>
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</tbody>
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</table>
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### 知识图谱
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默认使用的图谱构建模式是 `siliconflow` 的 `Qwen/Qwen3-30B-A3B-Instruct-2507`,可以使用 `LIGHTRAG_LLM_PROVIDER` 和 `LIGHTRAG_LLM_NAME` 覆盖。
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|知识库可视化|Neo4J管理端|
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|--|--|
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<table>
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<thead>
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<tr>
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<th>知识图谱可视化</th>
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<th>知识库可视化</th>
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<th>Neo4J管理端</th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<td><img src="https://github.com/user-attachments/assets/87b1dc91-65f4-4529-84b3-1b2a561c580d" alt="知识图谱可视化" height="210"></td>
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<td><img src="https://github.com/user-attachments/assets/452b8228-a59f-4f28-80ce-7d93e9497ccc" alt="知识库可视化" height="210"></td>
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<td><img src="./docs/images/neo4j_browser.png" alt="Neo4J管理端" height="210"></td>
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</tr>
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</tbody>
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</table>
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除此之外,也支持将已有的知识图谱按照下面的格式导入 Neo4j 中,上传后,节点会自动添加 `Upload`、`Entity` 标签,关系会自动添加 `Relation` 标签。可以通过 `name` 属性访问实体的名称,使用 `type` 属性访问边的名称。默认账户密码是`neo4j` / `0123456789`。
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