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https://github.com/xavidop/awesome-firebase-genkit

🔥 List of Firebase Genkit talks, plugins, tools, examples & articles! Contributions welcome!
https://github.com/xavidop/awesome-firebase-genkit

List: awesome-firebase-genkit

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

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# Awesome Firebase Genkit 



[![Awesome](https://awesome.re/badge.svg)](https://awesome.re) [![lint](https://github.com/xavidop/awesome-firebase-genkit/actions/workflows/lint.yaml/badge.svg)](https://github.com/xavidop/awesome-firebase-genkit/actions/workflows/lint.yaml) [![Track Awesome List](https://www.trackawesomelist.com/badge.svg)](https://www.trackawesomelist.com/xavidop/awesome-firebase-genkit/) 



A collection of awesome things regarding the Firebase Genkit ecosystem.





  Code Of Conduct

  Contribution guide

  Contributors




  

  

  Shows an illustrated sun in light mode and a moon with stars in dark mode.



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](#plugins)

  - [JavaScript - Official](#javascript---official)

  - [JavaScript - Community](#javascript---community)

  - [Golang - Official](#golang---official)

  - [Golang - Community](#golang---community)

- [Talks](#talks)

- [Videos](#videos)

- [Articles](#articles)

- [Tutorials](#tutorials)

- [Follow](#follow)

- [Contributors](#contributors)



## Plugins



### JavaScript - Official



1. Model / Embedding Plugins

   - [`@genkit-ai/vertexai`](https://firebase.google.com/docs/genkit/plugins/vertex-ai) - 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`](https://firebase.google.com/docs/genkit/plugins/google-genai) - The Google Generative AI plugin provides interfaces to Google's Gemini models through the Gemini API.

   - [`genkitx-ollama`](https://firebase.google.com/docs/genkit/plugins/ollama) - The Ollama plugin provides interfaces to any of the local LLMs supported by Ollama.

2. Vector Store Plugins

   - [`genkitx-pinecone`](https://firebase.google.com/docs/genkit/plugins/pinecone) - Plugin for Pinecone Vector Stores.

   - [`genkitx-chromadb`](https://firebase.google.com/docs/genkit/plugins/chroma) - Plugin for Chroma Vector Stores.

   - [`@genkit-ai/dev-local-vectorstore`](https://firebase.google.com/docs/genkit/rag) - Plugin for Local Vector Store for development purposes.

3. Monitoring Plugins

   - [`@genkit-ai/google-cloud`](https://www.npmjs.com/package/@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`](https://firebase.google.com/docs/genkit/plugins/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`](https://firebase.google.com/docs/genkit/plugins/langchain) - Genkit plugin to work with LangChain.



### JavaScript - Community



1. Model / Embedding Plugins

   - [`genkitx-github`](https://github.com/xavidop/genkitx-github) - Plugin for GitHub Models APIs.

   - [`genkitx-anthropic`](https://github.com/TheFireCo/genkit-plugins/tree/main/plugins/anthropic) - Plugin for Anthropic AI APIs.

   - [`genkitx-cohere`](https://github.com/TheFireCo/genkit-plugins/tree/main/plugins/cohere) - Plugin for Cohere APIs.

   - [`genkitx-groq`](https://github.com/TheFireCo/genkit-plugins/tree/main/plugins/groq) - Plugin for Groq APIs.

   - [`genkitx-mistral`](https://github.com/TheFireCo/genkit-plugins/tree/main/plugins/mistral) - Plugin for Mistral AI APIs.

   - [`genkitx-openai`](https://github.com/TheFireCo/genkit-plugins/tree/main/plugins/openai) - Plugin for OpenAI APIs.

   - [`genkitx-azure-openai`](https://github.com/TheFireCo/genkit-plugins/tree/main/plugins/azure-openai) - Plugin for Azure OpenAI APIs.

2. Vector Store Plugins

   - [`genkitx-convex`](https://github.com/TheFireCo/genkit-plugins/tree/main/plugins/convex) - Plugin for Convex Vector Stores.

   - [`genkitx-hnsw`](https://github.com/TheFireCo/genkit-plugins/tree/main/plugins/hnsw) - Plugin for HNSW Vector Stores.

   - [`genkitx-qdrant`](https://github.com/qdrant/qdrant-genkit) - Plugin for Qdrant Vector Stores.

   - [`genkitx-astra-db`](https://www.npmjs.com/package/genkitx-astra-db) - Plugin for AstraDB Vector Stores.

   - [`genkitx-pgvector`](https://www.npmjs.com/package/genkitx-pgvector) - Plugin for PostgeSQL (PGVector) Vector Stores.

   - [`genkitx-tidb`](https://github.com/BelfoSamad/genkitx-tidb) - Plugin for TiDB Vector Stores.

   - [`genkitx-redis`](https://github.com/retzd-tech/genkitx-redis) - Plugin for Redis Vector Stores.

3. Evaluator Plugins

   - [`genkitx-promptfoo`](https://github.com/yukinagae/genkitx-promptfoo) - Plugin for Promptfoo Evaluations.

4. Other Plugins

   - [`genkitx-graph`](https://github.com/TheFireCo/genkit-plugins/tree/main/plugins/graph) - Plugin for building Graph workflows.

   - [`@invertase/genkit-plugin-redis`](https://github.com/invertase/genkit-plugin-redis) - A Redis Plugin for GenKit that adds Redis for efficient state storage, trace storage, caching, and rate limiting.

   - [`genkitx-rxjs`](https://github.com/pavelgj/genkitx-rxjs) - A simple RxJS helper/adapter for Firebase Genkit.

   - [`@agentic/genkit`](https://agentic.so/sdks/genkit) - Agentic Tools adapter for the Firebase Genkit SDK.



### Golang - Official



1. Model / Embedding Plugins

   - [`vertexai`](https://firebase.google.com/docs/genkit-go/plugins/vertex-ai) - The Vertex AI plugin provides interfaces to several AI services: Google generative AI models and Vector Search.

   - [`googleai`](https://firebase.google.com/docs/genkit-go/plugins/google-genai) - The Google Generative AI plugin provides interfaces to Google's Gemini models through the Gemini API.

   - [`ollama`](https://firebase.google.com/docs/genkit-go/plugins/ollama) - The Ollama plugin provides interfaces to any of the local LLMs supported by Ollama.

2. Vector Store Plugins

   - [`pinecone`](https://firebase.google.com/docs/genkit-go/plugins/pinecone) - Plugin for Pinecone Vector Stores.

   - [`localvec`](https://firebase.google.com/docs/genkit-go/rag) - Plugin for Local Vector Store for development purposes.

3. Monitoring Plugins

   - [`googlecloud`](https://firebase.google.com/docs/genkit-go/plugins/google-cloud) - 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`](https://pkg.go.dev/github.com/yukinagae/genkit-go-plugins/plugins/openai) - Plugin for OpenAI APIs.



## Talks



- [Supercharge your app with Firebase Genkit](https://www.youtube.com/watch?v=eVud8llb_W0) - A talk on how to supercharge your app with Firebase Genkit.



## Videos



- [Getting started with Genkit](https://www.youtube.com/watch?v=M8rfDySBBvM) - A video tutorial on how to get started with Genkit.

- [What are Genkit flows? - YouTube](https://youtu.be/ONR38NZK5FE) - 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](https://youtu.be/TGHua_RtUjs) - 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](https://youtu.be/CGVBR8quZac) - Learn how the Genkit developer UI communicates with Genkit through the reflection API.

- [Retrieval Augmented Generation (RAG) with Genkit](https://youtu.be/p8ZlYAmbWHE) - 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!](https://youtu.be/VFPsp7aURWA?t=152s) - 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](https://youtu.be/01XOIhh2ibA) - 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](https://medium.com/firebase-developers/build-firebase-genkit-nodejs-apps-with-dash-agents-skip-the-docs-258e067b3fdc) - A step-by-step guide to building Genkit Node.js apps by leveraging Dash Agents.

- [Firebase GenKit with Gemma using Ollama](https://xavidop.me/gcp/2024-05-24-firebase-genkit-ollama/) - Firebase project that uses the Gen AI Kit with Gemma using Ollama.

- [Master Gemma2 and Genkit](https://medium.com/firebase-developers/how-to-develop-using-the-gemma2-model-in-genkit-085f22ce68f3) - Learn how to integrate Gemma2 with Genkit.

- [Unleash the Power of Function Calling with Genkit](https://medium.com/firebase-developers/implementing-function-calling-using-genkit-0c03f6cb9179) - Learn how to implement function calling using Genkit.

- [Unlocking the power of code execution in Genkit](https://medium.com/firebase-developers/getting-started-with-code-execution-in-genkit-c5391b45b321) - Learn how to integrate Python code within Genkit.

- [Understanding Genkit flows with Czech language tricks](https://dev.to/denisvalasek/understanding-genkit-flows-with-czech-language-tricks-26i3) - Learn how to work with Genkit flows and use the features of Genkit UI.

- [Orchestrating Firebase and AI: 8 Genkit Architecture Patterns](https://medium.com/@nozomi-koborinai/orchestrating-firebase-and-ai-8-genkit-architecture-patterns-12e44db40345) - A guide to 8 architecture patterns for integrating Firebase and AI using Genkit.

- [High-Precision Responses with Genkits Google Search Integration](https://medium.com/firebase-developers/high-precision-responses-with-genkits-google-search-integration-7f142f5c9693) - Learn how to integrate Google Search with Genkit.

- [How to Develop Firebase Genkit Functions](https://medium.com/@nozomi-koborinai/how-to-develop-firebase-genkit-functions-2677b386a227) - 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](https://medium.com/@yukinagae/firebase-genkit-for-go-developers-a-guide-to-building-llm-applications-f96c51c34b10) - A getting started guide for Go developers using Genkit.

- [Orchestrating Firebase and AI: Genkit architecture example](https://docs.google.com/presentation/d/10F2hjzJhdInSuhDQ8G_B2raGz79mzTRIcWU_59Zh5Y8/edit?usp=sharing) - Presented in a lightning talk at GDG DevFest Tokyo 2024.

- [Getting Started with AI Image Generation Apps on Flutter, Genkit, and Imagen 3](https://medium.com/@nozomi-koborinai/getting-started-with-ai-image-generation-apps-on-flutter-genkit-and-imagen-3-9a83c63cbdf3) - A guide to building an AI image generation app using Flutter, Firebase Genkit, and Google's Imagen 3.



## Tutorials



- [Slack Bot App](https://medium.com/firebase-developers/build-a-slack-bot-app-with-firebase-genkit-in-just-100-lines-71d4e49c9e08) - A tutorial on how to build a Slack Bot App with Firebase Genkit.



## Follow



- [Firebase](https://x.com/firebase) - Official Twitter account for Firebase.

- [Genkit Discord server](https://discord.gg/qXt5zzQKpc) - Official Discord server for Genkit.

- [Genkit GitHub](https://github.com/firebase/genkit) - Official GitHub repository for Genkit.

- [The Fire Company](https://github.com/TheFireCo) - The Fire Company GitHub organization.



## Contributors



[Thanks goes to these contributors](https://github.com/xavidop/awesome-firebase-genkit/graphs/contributors)!