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feat(llm): knowledge graph construction by llm - #7
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javeme
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Nice feature~ Thanks for your contribution.
simon824
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imbajin
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October 18, 2023 04:21
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16 of 25 tasks
haohao0103
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Jun 30, 2026
* add hugegraph-llm text2kg * fix codestyle * Delete .idea directory * Update build_kg_test.py（delete api） * fix codestyle --------- Co-authored-by: imbajin <jin@apache.org>
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Jul 1, 2026
Systematic audit of ALL operator constructors/methods against actual source: - Fix apache#4: AsyncVLMPipeline(max_concurrent=2) → AsyncVLMPipeline(config=VLMPipelineConfig(max_concurrent=2)) - Fix apache#5: registry._providers → registry._registry (VLMProviderRegistry uses _registry not _providers) - Fix apache#6: ChunkSchema → ChunkSchemaOperator (class name mismatch) - Fix apache#7: OmmlToLatexConverter → OMMLParser + convert_omml_to_latex (no such class exists) - Fix apache#8: SidecarPlaceholderCreator → import render_table_tag/render_drawing_tag/render_equation_tag/render_template (module has functions only, no class) - Fix apache#9: SidecarIR → import IRDoc/IRBlock/IRDrawing/IRTable/IREquation (module has dataclasses, not SidecarIR class) - Fix apache#10: SidecarWriter → import write_sidecar (module has function, not SidecarWriter class) - Fix apache#11: SidecarBackfill → SidecarBackfillOperator (class name mismatch) - Fix apache#12: host='localhost:8080' → host='http://127.0.0.1:8080' (KGBuilder and Retriever need http:// prefix) Note: omml_to_latex module has a source-level bug (_Element = defusedxml.ElementTree.Element uses wrong reference after submodule import) — the walkthrough gracefully catches this via try/except. Verified: 18/18 operators activated, Step 4 has 1 _note (omml_to_latex import fallback, not a crash).
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close #6
Feature Description (功能描述)
Using llm to construct a knowledge graph(text2kg) involves three steps:
Text2kg is implemented through chain programming and can be tested step by step in the
text2kg.py