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fix: correct pipeline example chaining in README
PipelineBuilder.add_step() returns the created PipelineStep, not the builder, so chaining .add_step().add_step() raised AttributeError. Only connect_steps() and set_parallelism() return the builder and can be chained.
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@@ -762,14 +762,19 @@ Compose ingestion, extraction, and graph-building into a declarative, parallel p
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```python
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from semantica.pipeline import PipelineBuilder, ExecutionEngine
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builder = PipelineBuilder()
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# add_step() returns the created PipelineStep, not the builder, so these don't chain
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builder.add_step("ingest", step_type="ingest", source="./contracts/", recursive=True)
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builder.add_step("extract", step_type="ner_extract")
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builder.add_step("relations", step_type="relation_extract")
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builder.add_step("build_kg", step_type="kg_build", merge_entities=True)
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builder.add_step("deduplicate", step_type="deduplicate", threshold=0.75)
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builder.add_step("export", step_type="export", format="turtle", output="kg.ttl")
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# connect_steps() and set_parallelism() return the builder, so these do chain
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pipeline = (
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PipelineBuilder()
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.add_step("ingest", step_type="ingest", source="./contracts/", recursive=True)
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.add_step("extract", step_type="ner_extract")
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.add_step("relations", step_type="relation_extract")
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.add_step("build_kg", step_type="kg_build", merge_entities=True)
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.add_step("deduplicate", step_type="deduplicate", threshold=0.75)
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.add_step("export", step_type="export", format="turtle", output="kg.ttl")
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builder
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.connect_steps("ingest", "extract")
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.connect_steps("extract", "relations")
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.connect_steps("relations", "build_kg")
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