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Coders In Hoods Academy

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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
4Structured extraction at scale

2 · Running ingest in production

5Durable ingest pipelines
6Re-ingestion, versioning and backfills
Exercise answers
- Answer: Build incremental re-ingestion with early cutoff
7PII detection and redaction
8Ingest evals and the hand-off

CapstoneIngest a case file end to end Reference implementation

Answers Lesson 6: Re-ingestion, versioning and backfills

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Core 90 min7 steps

Build incremental re-ingestion with early cutoff

Back to the exercise

Previous answerSimulate retry granularity Next answer Build and measure a hybrid PII detector

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