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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 ConsolidateFunction component that will:

  1. Read raw unstructured data from the storage system
  2. Leverage available computational resources to:
    • Analyze content and extract semantic relationships
    • Generate necessary association edges between data entities
    • Create searchable indices for different data modalities
  3. Model the generated metadata as nodes/edges in the graph structure
  4. Write the processed graph data back to the storage system
  5. Support both initial graph construction and incremental updates

# 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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