Improve graph workflow, add better support for local LLMs

[NolanTrem]

Important

Improve graph workflow by removing GraphExtractionPipe and updating logic for XML-based entity and relationship extraction, enhancing local LLM support.

• Graph Workflow Improvements:
  • Remove GraphExtractionPipe and related logic from graph_service.py and factory.py.
  • Update kg_extraction() in graph_service.py to use XML for entity and relationship extraction.
  • Modify process_community() in community_summary.py to handle XML responses.
• Local LLM Support:
  • Update graphrag_relationships_extraction_few_shot.yaml to use XML format for entity and relationship extraction.
  • Modify graphrag_communities.yaml to use XML format for community reports.
• Miscellaneous:
  • Remove GraphExtractionPipe from __init__.py and abstractions.py.
  • Remove unused imports and functions related to GraphExtractionPipe.

^{This description was created by for 610abb8. It will automatically update as commits are pushed.}

[ellipsis-dev]

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• Looked at 1283 lines of code in 11 files
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1. py/core/__init__.py:213

• Draft comment:
  The GraphExtractionPipe has been removed from the imports. Ensure that this change is reflected in any documentation or references to this pipe.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The removal of the GraphExtractionPipe from the imports and the codebase indicates a significant change in the architecture. This should be noted for future reference and documentation updates.

2. py/core/main/abstractions.py:14

• Draft comment:
  The GraphExtractionPipe has been removed from the imports. Ensure that this change is reflected in any documentation or references to this pipe.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The removal of the GraphExtractionPipe from the imports and the codebase indicates a significant change in the architecture. This should be noted for future reference and documentation updates.

3. py/core/main/assembly/factory.py:25

• Draft comment:
  The GraphExtractionPipe has been removed from the imports. Ensure that this change is reflected in any documentation or references to this pipe.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The removal of the GraphExtractionPipe from the imports and the codebase indicates a significant change in the architecture. This should be noted for future reference and documentation updates.

4. py/core/pipes/__init__.py:23

• Draft comment:
  The GraphExtractionPipe has been removed from the imports. Ensure that this change is reflected in any documentation or references to this pipe.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The removal of the GraphExtractionPipe from the imports and the codebase indicates a significant change in the architecture. This should be noted for future reference and documentation updates.

5. py/core/main/services/graph_service.py:69

• Draft comment:
  The GraphExtractionPipe has been removed from the imports. Ensure that this change is reflected in any documentation or references to this pipe.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The removal of the GraphExtractionPipe from the imports and the codebase indicates a significant change in the architecture. This should be noted for future reference and documentation updates.

Workflow ID: wflow_cJzuzVvugN6DxY3k

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