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Course

Data Ingestion: In Depth

How you prepare and ingest data has big impact on the quality of your search and downstream applications. Learn about the key options and decisions to make, and some best practices.

Level
Intermediate
Duration
2 hour(s)
Learning Paths

What you'll be able to do:

  • Understand the Weaviate ingestion pipeline and make informed decisions about vectorization approaches
  • Validate and prepare data for ingestion to avoid costly errors
  • Implement production-ready batch imports with proper error handling and monitoring
  • Use UUID strategies for deduplication and idempotent imports
  • Optimize batch import performance for different scenarios
  • Validate imported data and perform update operations

Prerequisites:

Course Content

1

Ingestion Fundamentals

Build a mental model of the ingestion pipeline and prepare your data for import.

2

Import Operations

Master production-ready import operations with batching, error handling, UUID strategies, and optimization.