Track Awesome Firebase Genkit Updates Weekly

🔥 List of Genkit talks, plugins, tools, examples & articles! Contributions welcome!

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[ Daily / Weekly / Overview ]

Mar 02 - Mar 08, 2026

Plugins / Dart - Official

• Core
  • genkit - A Dart SDK for Genkit, providing a unified interface for text generation, structured output, tool calling, and agentic workflows.

• Model / Embedding Plugins
  • genkit_google_genai - Google AI plugin for Genkit Dart.
  • genkit_anthropic - Anthropic plugin for Genkit Dart.
  • genkit_openai - OpenAI plugin for Genkit Dart.
  • genkit_chrome - Chrome Prompt API (Gemini Nano) plugin for Genkit Dart.
  • genkit_firebase_ai - Firebase AI plugin for Genkit Dart.

• Other Plugins
  • genkit_mcp - Model Context Protocol (MCP) plugin for Genkit Dart.
  • genkit_middleware - Common middlewares (filesystem, skills, toolApproval) for Genkit Dart.
  • genkit_shelf - Shelf HTTP Server integration for Genkit Dart.

Plugins / Java (Unofficial) - Community

• Core
  • genkit-java - An unofficial Java SDK for Genkit, providing Java support for building AI-powered applications.

• Model / Embedding Plugins
  • genkit-plugin-openai - Plugin for OpenAI models (GPT-4o, GPT-4o-mini, etc.) and embeddings.
  • genkit-plugin-google-genai - Plugin for Google Gemini models and Imagen image generation.
  • genkit-plugin-anthropic - Plugin for Anthropic Claude models.
  • genkit-plugin-aws-bedrock - Plugin for AWS Bedrock models (Amazon Nova, Claude, LLaMA, Mistral, etc.).
  • genkit-plugin-azure-foundry - Plugin for Azure AI Foundry models.
  • genkit-plugin-xai - Plugin for XAI (x.ai) Grok models.
  • genkit-plugin-deepseek - Plugin for DeepSeek models.
  • genkit-plugin-cohere - Plugin for Cohere Command models.
  • genkit-plugin-mistral - Plugin for Mistral AI models.
  • genkit-plugin-groq - Plugin for Groq ultra-fast inference.
  • genkit-plugin-ollama - Plugin for local Ollama models.
  • genkit-plugin-compat-oai - Plugin for any OpenAI-compatible API endpoint.

• Vector Store Plugins
  • genkit-plugin-localvec - Plugin for local file-based vector store for development.
  • genkit-plugin-firebase - Plugin for Firebase (Firestore vector search, Cloud Functions, telemetry).
  • genkit-plugin-weaviate - Plugin for Weaviate vector database.
  • genkit-plugin-postgresql - Plugin for PostgreSQL with pgvector.
  • genkit-plugin-pinecone - Plugin for Pinecone vector database.

• Evaluator Plugins
  • genkit-plugin-evaluators - Plugin for pre-built RAGAS-style evaluators (faithfulness, relevancy, etc.).

• Other Plugins
  • genkit-plugin-jetty - HTTP server plugin using Jetty 12.
  • genkit-plugin-spring - HTTP server plugin using Spring Boot.
  • genkit-plugin-mcp - Plugin for Model Context Protocol (MCP) client integration.

Solutions / Java (Unofficial) - Community

• Genkit Azure Function AI Foundry - A sample project demonstrating how to use Genkit with Azure Functions and Azure AI Foundry.

• Genkit AWS Lambda Bedrock - A sample project demonstrating how to use Genkit with AWS Lambda and Amazon Bedrock.

Articles / Java (Unofficial) - Community

• Understanding Model Context Protocol Through Building the Genkit for Dart MCP Plugin - A deep dive into the MCP specification, sharing insights gained from implementing the MCP plugin for Genkit Dart.

Follow / Java (Unofficial) - Community

• Genkit Dart GitHub (⭐23) - Official GitHub repository for Genkit Dart.

• Genkit Java GitHub (⭐7) - Unofficial GitHub repository for Genkit Java.

Dec 22 - Dec 28, 2025

Plugins / Golang - Community

• Vector Store Plugins
  • qdrant - Plugin for Qdrant Vector Stores.

Dec 08 - Dec 14, 2025

Solutions / Java (Unofficial) - Community

• GCP Cost MCP Server - An MCP server built with Genkit for Go that enables AI assistants to estimate Google Cloud costs directly, replacing manual use of the GCP Pricing Calculator.

Dec 01 - Dec 07, 2025

Plugins / JavaScript - Official

• 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.
  • @genkit-ai/compat-oai - Plugin for Compatible OpenAI APIs.
  • @genkit-ai/compat-oai/xai - Plugin for XAI APIs.
  • @genkit-ai/compat-oai/openai - Plugin for OpenAI APIs.

• Vector Store Plugins
  • @genkit-ai/dev-local-vectorstore - Plugin for Local Vector Store for development purposes.

• 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.
  • @genkit-ai/express - Express plugin provides an Express middleware for Genkit.
  • @genkit-ai/mcp - MCP plugin provides an interface to the MCP (Model Context Procol).

Plugins / JavaScript - Community

• 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-redis - Plugin for Redis Vector Stores.
  • genkitx-voiceflow - Plugin for Voiceflow KB.
  • genkitx-lancedb - Plugin for LanceDB Vector Stores.
  • genkitx-pinecone - Plugin for Pinecone Vector Stores.
  • genkitx-chromadb - Plugin for Chroma Vector Stores.
  • genkitx-neo4j - Plugin for Neo4j Vector Stores.
  • genkitx-cloud-sql-pg - Plugin for Cloud SQL for PostgreSQL Vector Stores.
  • genkitx-weaviate - Plugin for Weaviate Vector Stores.
  • genkitx-mongodb - Plugin for MongoDB Vector Stores.

Plugins / Python - Official

• Model / Embedding Plugins
  • google-genai - The Google Generative AI plugin provides interfaces to Google's Gemini models through the Gemini API & Vertex AI models.
  • ollama - The Ollama plugin provides interfaces to any of the local LLMs supported by Ollama.

• Vector Store Plugins
  • firestore - The Firestore plugin provides interfaces to the Firestore vector store.
  • dev_local_vectorstore - Plugin for Local Vector Store for development purposes.

• Other Plugins:
  • server flask - Flask plugin for building web applications with Genkit.

Plugins / Golang - Official

• Model / Embedding Plugins
  • googlegenai - The Google Generative AI plugin provides interfaces to Google's Gemini models through the Gemini API & Vertex AI Models.
  • ollama - The Ollama plugin provides interfaces to any of the local LLMs supported by Ollama.
  • compat_oai,compat_oai/openai,compat_oai/anthropic - Plugin for Compatible OpenAI APIs (OpenAI, Anthropic providers).

• Vector Store Plugins
  • pinecone - Plugin for Pinecone Vector Stores.
  • alloydb - Plugin for AlloyDB Vector Stores.
  • localvec - Plugin for Local Vector Store for development purposes.
  • pgvector - Plugin for PostgreSQL (PGVector) Vector Stores.
  • postgresql - Plugin for Cloud SQL for PostgreSQL Vector Stores.
  • weaviate - Plugin for Weaviate Vector Stores.

• Monitoring Plugins
  • googlecloud - The Google Cloud plugin exports Genkit's telemetry and logging data to Google Cloud's operation suite.

• Other Plugins:
  • mcp - The MCP plugin provides interfaces to the MCP (Managed Context Protocol).

Plugins / Golang - Community

• Model / Embedding Plugins
  • bedrock - Plugin for AWS Bedrock APIs.
  • azureaifoundry - Plugin for Azure AI Foundry.

• Monitoring Plugin:
  • opentelemetry - Plugin for OpenTelemetry to monitor Genkit applications.

Books / Java (Unofficial) - Community

• Mastering Genkit: Go Edition - Build Production-Ready AI Applications with Go and Genkit.

Solutions / Java (Unofficial) - Community

• Perplexity CLI - A command-line interface (CLI) tool that leverages Genkit to provide AI-powered answers to user queries by utilizing web search results from Tavily AI simulating how Perplexity works.

Articles / Java (Unofficial) - Community

• Gemini in your Slack workspace using Firebase & Genkit - Learn how to integrate Gemini using Genkit as a Slackbot.

• Set up RAG with Genkit and Firebase in 15 minutes - Introduction to RAG, Genkit and using Firebase Firestore as Vector DB.

Jul 21 - Jul 27, 2025

Talks / Java (Unofficial) - Community

• Dart client for Genkit: Call Genkit Flows from Flutter/Dart - Slides - Slides from a lightning talk at Google I/O Extended Tokyo 2025, introducing the Dart client library for calling Genkit flows from Flutter/Dart applications.

• Dart client for Genkit: Call Genkit Flows from Flutter/Dart - Video - Video from a lightning talk at Google I/O Extended Tokyo 2025, introducing the Dart client library for calling Genkit flows from Flutter/Dart applications.

Articles / Java (Unofficial) - Community

• Dart Client for Genkit: Call Genkit Flows from Flutter/Dart - A comprehensive guide to using the Dart client library for calling Genkit flows from Flutter and Dart applications with streaming support and type safety.

Apr 28 - May 04, 2025

Articles / Java (Unofficial) - Community

• Extending Your AI Application with Genkit MCP - Learn how to integrate Google Maps using Genkit MCP client to query MCP servers for enhanced location-based AI features.

• Genkit vs Agent Development Kit (ADK): Choosing the Right Google‑Backed AI Framework - A comparison of two Google-backed AI frameworks, helping developers choose the right tool for their needs.

Apr 14 - Apr 20, 2025

API References / Java (Unofficial) - Community

• JavaScript - Specs for the JavaScript API.

• Python - Specs for the Python API.

• Golang - Specs for the Golang API.

Talks / Java (Unofficial) - Community

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

• Accelerating Generative AI App Development with Flutter & Genkit - Slides from a presentation at FlutterGakkai, a Flutter conference in Japan, showcasing how to integrate Genkit with Flutter for rapid generative AI app development.

Articles / Java (Unofficial) - Community

• Build Genkit Node.js apps with Dash Agents - A step-by-step guide to building Genkit Node.js apps by leveraging Dash Agents.

• Genkit with Gemma using Ollama - Firebase project that uses the Gen AI Kit with Gemma using Ollama.

• How to Develop Firebase functions with Genkit - A practical guide to efficient local testing of Firebase Functions with Genkit Firebase product integrations.

• Genkit for Go Developers: A Guide to Building LLM Applications - A getting started guide for Go developers using Genkit.

Mar 03 - Mar 09, 2025

Articles / Java (Unofficial) - Community

• Genkit in Node, Building a Weather Service with AI Integration - Explore how to build a weather service using Genkit in Node.js using Express, GitHub Models and Tools.

Feb 24 - Mar 02, 2025

Solutions / Java (Unofficial) - Community

• internal AI - An open-source Genkit-based internal AI chat application.

Videos / Java (Unofficial) - Community

• Getting started with Genkit (outdated) - A video tutorial on how to get started with Genkit.

• What are Genkit flows? (outdated) - 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 (outdated) - 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 (outdated) - Learn how the Genkit developer UI communicates with Genkit through the reflection API.

• Retrieval Augmented Generation (RAG) with Genkit (outdated) - 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! (outdated) - Hang out with Nohe and Peter to learn more about 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 (outdated) - Learn how to give LLMs superpowers by conneting the to the real world using tool calling.

Articles / Java (Unofficial) - Community

• Extracting structured data from PDFs using Gemini 2.0 and Genkit - Learn how to extract structured data from PDFs using Gemini 2.0 and Genkit 1.0.

Feb 17 - Feb 23, 2025

Videos / Java (Unofficial) - Community

• Getting started with Genkit/JS 1.0 - Learn how to get started with Genkit/JS 1.0.

Dec 09 - Dec 15, 2024

Articles / Java (Unofficial) - Community

• Getting Started with AI Image Generation Apps on Flutter, Genkit, and Imagen 3 - A guide to building an AI image generation app using Flutter, Genkit, and Google's Imagen 3.

Dec 02 - Dec 08, 2024

Articles / Java (Unofficial) - Community

• Orchestrating Firebase and AI: Genkit architecture example - Presented in a lightning talk at GDG DevFest Tokyo 2024.

Oct 21 - Oct 27, 2024

Articles / Java (Unofficial) - Community

• 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.

Sep 23 - Sep 29, 2024

Plugins / JavaScript - Community

• Evaluator Plugins
  • genkitx-promptfoo - Plugin for Promptfoo Evaluations.

Articles / Java (Unofficial) - Community

• Understanding Genkit flows with Czech language tricks - Learn how to work with Genkit flows and use the features of Genkit UI.

Sep 16 - Sep 22, 2024

Articles / Java (Unofficial) - Community

• 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.

Sep 09 - Sep 15, 2024

Plugins / JavaScript - Community

• 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-azure-openai - Plugin for Azure OpenAI APIs.
  • genkitx-aws-bedrock - Plugin for AWS Bedrock APIs.
  • genkitx-deepseek - Plugin for Deepseek Cloud APIs.
  • genkitx-huggingface - Plugin for Hugging Face Inference APIs.

• 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 Genkit.
  • @agentic/genkit - Agentic Tools adapter for the Genkit SDK.
  • @auth0/ai-genkit - Official Auth0 plugin for Genkit that provides authentication and authorization capabilities.
  • genkitx-langfuse - Plugin to integrate with Langfuse for telemetry and prompt management.
  • genkitx-posthog - Plugin to integrate with PostHog for telemetry and analytics.

Tutorials / Java (Unofficial) - Community

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

Follow / Java (Unofficial) - Community

• Firebase - Official Twitter account for Firebase.

• Genkit Discord server - Official Discord server for Genkit.

• Genkit GitHub (⭐5.5k) - Official GitHub repository for Genkit.