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Coders In Hoods

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Course overview

Document Ingestion Pipelines

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1 · Reading real-world documents

1What a real case file contains
2Parsing: text layers to vision models
3Tables, plans and handwriting
Exercise answers
- Answer: Verify tables and plan references in code
- Answer: Measure two-reader agreement on handwriting
4Structured extraction at scale

2 · Running ingest in production

5Durable ingest pipelines
6Re-ingestion, versioning and backfills
7PII detection and redaction
8Ingest evals and the hand-off

CapstoneIngest a case file end to end Reference implementation

Answers Lesson 3: Tables, plans and handwriting

Step-by-step answer

Stretch 60–90 min8 steps

Measure two-reader agreement on handwriting

Back to the exercise

Previous answerVerify tables and plan references in code Next answer Extract lease terms with page-verified evidence

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