Awesome Firebase Genkit

A collection of awesome things regarding the Firebase Genkit ecosystem.

Code Of Conduct Contribution guide Contributors

Genkit is a framework designed to help you build AI-powered applications and features. It provides open source libraries for Node.js and Go, plus developer tools for testing and debugging.

Contents

• Plugins
  • JavaScript - Official
  • JavaScript - Community
  • Golang - Official
  • Golang - Community
• Talks
• Videos
• Articles
• Tutorials
• Follow
• Contributors

Plugins

JavaScript - Official

1. Model / Embedding Plugins
   • @genkit-ai/vertexai - The Vertex AI plugin provides interfaces to several AI services: Google generative AI models, A subset of evaluation metrics through the Vertex AI Rapid Evaluation API, Vector Search.
   • @genkit-ai/googleai - The Google Generative AI plugin provides interfaces to Google's Gemini models through the Gemini API.
   • genkitx-ollama - The Ollama plugin provides interfaces to any of the local LLMs supported by Ollama.
2. Vector Store Plugins
   • genkitx-pinecone - Plugin for Pinecone Vector Stores.
   • genkitx-chromadb - Plugin for Chroma Vector Stores.
   • @genkit-ai/dev-local-vectorstore - Plugin for Local Vector Store for development purposes.
3. Monitoring Plugins
   • @genkit-ai/google-cloud - The Google Cloud plugin exports Firebase Genkit's telemetry and logging data to Google Cloud's operation suite.
4. Other Plugins
   • @genkit-ai/firebase - Firebase plugin provides several integrations with Firebase services: Indexers and retrievers using Cloud Firestore vector store, Trace storage using Cloud Firestore, Flow deployment using Cloud Functions, Authorization policies for Firebase Authentication users.
   • genkitx-langchain - Genkit plugin to work with LangChain.

JavaScript - Community

1. Model / Embedding Plugins
   • genkitx-github - Plugin for GitHub Models APIs.
   • genkitx-anthropic - Plugin for Anthropic AI APIs.
   • genkitx-cohere - Plugin for Cohere APIs.
   • genkitx-groq - Plugin for Groq APIs.
   • genkitx-mistral - Plugin for Mistral AI APIs.
   • genkitx-openai - Plugin for OpenAI APIs.
   • genkitx-azure-openai - Plugin for Azure OpenAI APIs.
2. Vector Store Plugins
   • genkitx-convex - Plugin for Convex Vector Stores.
   • genkitx-hnsw - Plugin for HNSW Vector Stores.
   • genkitx-qdrant - Plugin for Qdrant Vector Stores.
   • genkitx-astra-db - Plugin for AstraDB Vector Stores.
   • genkitx-pgvector - Plugin for PostgeSQL (PGVector) Vector Stores.
   • genkitx-tidb - Plugin for TiDB Vector Stores.
   • genkitx-redis - Plugin for Redis Vector Stores.
3. Evaluator Plugins
   • genkitx-promptfoo - Plugin for Promptfoo Evaluations.
4. Other Plugins
   • genkitx-graph - Plugin for building Graph workflows.
   • @invertase/genkit-plugin-redis - A Redis Plugin for GenKit that adds Redis for efficient state storage, trace storage, caching, and rate limiting.
   • genkitx-rxjs - A simple RxJS helper/adapter for Firebase Genkit.
   • @agentic/genkit - Agentic Tools adapter for the Firebase Genkit SDK.

Golang - Official

1. Model / Embedding Plugins
   • vertexai - The Vertex AI plugin provides interfaces to several AI services: Google generative AI models and Vector Search.
   • googleai - The Google Generative AI plugin provides interfaces to Google's Gemini models through the Gemini API.
   • ollama - The Ollama plugin provides interfaces to any of the local LLMs supported by Ollama.
2. Vector Store Plugins
   • pinecone - Plugin for Pinecone Vector Stores.
   • localvec - Plugin for Local Vector Store for development purposes.
3. Monitoring Plugins
   • googlecloud - The Google Cloud plugin exports Firebase Genkit's telemetry and logging data to Google Cloud's operation suite.

Golang - Community

1. Model / Embedding Plugins
   • openai - Plugin for OpenAI APIs.

Talks

• Supercharge your app with Firebase Genkit - A talk on how to supercharge your app with Firebase Genkit.

Videos

• Getting started with Genkit - A video tutorial on how to get started with Genkit.
• What are Genkit flows? - YouTube - Flows are a key concept in Genkit. Learn what makes them special, and how to use them.
• Build an Angular app with Genkit and deploy to Firebase - Join Pavel as he builds an Angular app and deploys it to Firebase.
• DeepDive #1 - Genkit's reflection API and how it powers Genkit's developer UI - Learn how the Genkit developer UI communicates with Genkit through the reflection API.
• Retrieval Augmented Generation (RAG) with Genkit - Learn how to efficiently parse PDFs, convert their content into searchable vectors using Genkit's local vector store, and implement a re-ranker to pinpoint the most relevant documents for your queries.
• Firebase After Hours #3 - Genkit: More than Meets the AI! - Hang out with Nohe and Peter to learn more about Firebase Genkit, Google's open source AI integration framework. With special guest Pavel Jbanov, lead engineer on the Genkit team.
• Firebase After Hours #4 - Genkit: Tooltime - Learn how to give LLMs superpowers by conneting the to the real world using tool calling.

Articles

• Build Firebase Genkit Node.js apps with Dash Agents - A step-by-step guide to building Genkit Node.js apps by leveraging Dash Agents.
• Firebase GenKit with Gemma using Ollama - Firebase project that uses the Gen AI Kit with Gemma using Ollama.
• Master Gemma2 and Genkit - Learn how to integrate Gemma2 with Genkit.
• Unleash the Power of Function Calling with Genkit - Learn how to implement function calling using Genkit.
• Unlocking the power of code execution in Genkit - Learn how to integrate Python code within Genkit.
• Understanding Genkit flows with Czech language tricks - Learn how to work with Genkit flows and use the features of Genkit UI.
• Orchestrating Firebase and AI: 8 Genkit Architecture Patterns - A guide to 8 architecture patterns for integrating Firebase and AI using Genkit.
• High-Precision Responses with Genkits Google Search Integration - Learn how to integrate Google Search with Genkit.
• How to Develop Firebase Genkit Functions - A practical guide to efficient local testing of Genkit Functions with Firebase product integrations.
• Firebase Genkit for Go Developers: A Guide to Building LLM Applications - A getting started guide for Go developers using Genkit.
• Orchestrating Firebase and AI: Genkit architecture example - Presented in a lightning talk at GDG DevFest Tokyo 2024.
• Getting Started with AI Image Generation Apps on Flutter, Genkit, and Imagen 3 - A guide to building an AI image generation app using Flutter, Firebase Genkit, and Google's Imagen 3.

Tutorials

• Slack Bot App - A tutorial on how to build a Slack Bot App with Firebase Genkit.

Follow

• Firebase - Official Twitter account for Firebase.
• Genkit Discord server - Official Discord server for Genkit.
• Genkit GitHub - Official GitHub repository for Genkit.
• The Fire Company - The Fire Company GitHub organization.

Contributors

Thanks goes to these contributors!