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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
Exercise answers
- Answer: Build and tune a page triage
- Answer: Unpack and deduplicate a matter's email
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
7PII detection and redaction
8Ingest evals and the hand-off

CapstoneIngest a case file end to end Reference implementation

Answers Lesson 1: What a real case file contains

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Core 60–90 min6 steps

Build and tune a page triage

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Next answer Unpack and deduplicate a matter's email

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