~/talk

The year ahead for GraphQL Federation: Combining APIs for the AI era.

Talkat apidays New York 2024 · 2024-04-30..05-01· [graphql]
slides:none on file

Apollo argues that GraphQL Federation becomes the AI orchestration layer by combining an Apollo query planner with an LLM-driven text-to-query front end and schema embeddings stored in a vector DB. Large federated graphs (GitHub example >800 types) let the planner sequence parallel fetches, enforce scopes, and defer slow fields while the LLM generates valid queries; demos against GitHub and Yelp run and return correct results, enabling read-then-write progression toward trusted AI-driven transactions.

AI-written summary · about

  1. 0:00GraphQL Federation intro
  2. 1:50AI needs API strategy
  3. 3:37AI orchestration for APIs
  4. 5:23GraphQL Federation for AI
  5. 8:35Demo: text-to-query with GitHub
  6. 10:43AI query architecture
  7. 13:38Future of AI customer experiences
  8. 14:45AI integration roadmap
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