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Terminology Rename, and named-graphs for explainability (#682)
Terminology Rename, and named-graphs for explainability data
Changed terminology:
- session -> question
- retrieval -> exploration
- selection -> focus
- answer -> synthesis
- uris.py: Renamed query_session_uri → question_uri,
retrieval_uri → exploration_uri, selection_uri → focus_uri,
answer_uri → synthesis_uri
- triples.py: Renamed corresponding triple generation functions with
updated labels ("GraphRAG question", "Exploration", "Focus",
"Synthesis")
- namespaces.py: Added named graph constants GRAPH_DEFAULT,
GRAPH_SOURCE, GRAPH_RETRIEVAL
- init.py: Updated exports
- graph_rag.py: Updated to use new terminology
- invoke_graph_rag.py: Updated CLI to display new stage names
(Question, Exploration, Focus, Synthesis)
Query-Time Explainability → Named Graph
- triples.py: Added set_graph() helper function to set named graph
on triples
- graph_rag.py: All explainability triples now use GRAPH_RETRIEVAL
named graph
- rag.py: Explainability triples stored in user's collection (not
separate collection) with named graph
Extraction Provenance → Named Graph
- relationships/extract.py: Provenance triples use GRAPH_SOURCE
named graph
- definitions/extract.py: Provenance triples use GRAPH_SOURCE
named graph
- chunker.py: Provenance triples use GRAPH_SOURCE named graph
- pdf_decoder.py: Provenance triples use GRAPH_SOURCE named graph
CLI Updates
- show_graph.py: Added -g/--graph option to filter by named graph and
--show-graph to display graph column
Also:
- Fix knowledge core schemas
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17 changed files with 279 additions and 180 deletions
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@ -104,10 +104,10 @@ class GraphRagResponseTranslator(MessageTranslator):
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if explain_id:
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result["explain_id"] = explain_id
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# Include explain_collection for explain messages
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explain_collection = getattr(obj, "explain_collection", None)
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if explain_collection:
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result["explain_collection"] = explain_collection
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# Include explain_graph for explain messages (named graph filter)
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explain_graph = getattr(obj, "explain_graph", None)
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if explain_graph is not None:
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result["explain_graph"] = explain_graph
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# Include end_of_stream flag (LLM stream complete)
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result["end_of_stream"] = getattr(obj, "end_of_stream", False)
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