Integration Patterns

1. What is the purpose of using webhooks in the integration pattern described in the lesson?

To schedule nightly reconciliations To instantly notify changes to the system To store data in the cloud To retrieve all data from sources at once

2. Which integration method serves as a safety net to ensure eventual consistency of data when webhooks fail?

Transactional outbox Nightly reconciliation Background worker Content hashing

3. What is a key benefit of the transactional outbox pattern mentioned in the lesson?

It processes messages instantly It guarantees durability of the re-indexing intent It decreases the need for a database It allows for real-time updating of content

4. How does LyraLearn ensure that embedding only occurs for changed content?

By processing all lessons daily By using a fixed index for all lessons By checking content hashes before re-indexing By embedding all content at once

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