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How Firebase Genkit helped add AI to our Compass app- Google Developers Blog

May 15, 2024Alexander Nohe, Arthur Thompson
How Firebase Genkit helped add AI to our Compass app- Google Developers Blog
SummaryAI, from the source post

Introduces Firebase Genkit, an open-source framework for building AI features in applications. Highlights Genkit's developer tooling (CLI, UI), flow primitive for end-to-end observability, dotprompt format for prompt management, and plugin ecosystem. Demonstrates Genkit's use in the Compass travel app for generating embeddings with pgvector and textembedding-gecko API, implementing semantic search with a retriever, and refining prompts. Mentions deployment to Cloud Run and integration with Google Cloud Logging/Monitoring, Cloud Firestore, and Vertex AI.

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