feat(ai): support graph consolidate algorithm #729
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# Conflicts: # geaflow-ai/pom.xml # geaflow-ai/src/main/java/org/apache/geaflow/ai/GraphMemoryServer.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/common/ErrorCode.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/common/config/Constants.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/graph/MemoryMutableGraph.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/graph/MutableGraph.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/graph/io/MemoryGraph.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/operator/GraphSearchStore.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/operator/SearchUtils.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/operator/SessionOperator.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/session/SessionManagement.java # geaflow-ai/src/main/java/org/apache/geaflow/ai/verbalization/SubgraphSemanticPromptFunction.java # geaflow-ai/src/test/java/org/apache/geaflow/ai/MutableGraphTest.java
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| if (null == mutableGraph.getSchema().getSchema( | ||
| Constants.CONSOLIDATE_KEYWORD_RELATION_LABEL)) { | ||
| int code = mutableGraph.addEdgeSchema(new EdgeSchema( |
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If the graph schema is changed or updated inside a function rather than being created by the caller before execution, is there a risk that the updated schema will not be visible to subsequent steps?
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The modification and synchronization of the mutableGraph are entirely managed by the external HTAP graph engine. The Server side of the GraphMemory component is not responsible for this logic. Currently, there is only one instance of ConsolidateServer in the system, so there are no data synchronization or conflict issues between multiple instances.
| import org.slf4j.LoggerFactory; | ||
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| @Controller | ||
| public class GeaFlowMemoryServer { |
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Is there a need for an API to start the ConsolidateServer? I don't see any explicit startup command for it.
3 participants
Description
The current context memory system lacks support for unstructured data types such as text, images, video, and audio. These data formats do not come with pre-built graph structures, requiring a mechanism to dynamically extract and model relationships from raw data.
Solution
Implement a
ConsolidateFunctioncomponent that will: