awesome-genkit

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

Last synced: 2 days ago
JSON representation

Plugins
- JavaScript - Official
  - `@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.
  - `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.
  - `@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.
  - `@genkit-ai/express` - Express plugin provides an Express middleware for Genkit.
  - `@genkit-ai/google-cloud` - The Google Cloud plugin exports Genkit's telemetry and logging data to Google Cloud's operation suite.
- JavaScript - Community
  - `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.
  - `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.
  - `genkitx-promptfoo` - Plugin for Promptfoo Evaluations.
  - `genkitx-graph` - Plugin for building Graph workflows.
  - `genkitx-rxjs` - A simple RxJS helper/adapter for Genkit.
  - `genkitx-deepseek` - Plugin for Deepseek Cloud APIs.
  - `genkitx-huggingface` - Plugin for Hugging Face Inference APIs.
  - `@invertase/genkit-plugin-redis` - A Redis Plugin for Genkit that adds Redis for efficient state storage, trace storage, caching, and rate limiting.
  - `@agentic/genkit` - Agentic Tools adapter for the Genkit SDK.
  - `genkitx-aws-bedrock` - Plugin for AWS Bedrock APIs.
  - `genkitx-voiceflow` - Plugin for Voiceflow KB.
- Golang - Official
  - `vertexai` - The Vertex AI plugin provides interfaces to several AI services: Google generative AI models and Vector Search.
  - `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.
  - `pinecone` - Plugin for Pinecone Vector Stores.
  - `localvec` - Plugin for Local Vector Store for development purposes.
  - `googlecloud` - The Google Cloud plugin exports Genkit's telemetry and logging data to Google Cloud's operation suite.
  - `pgvector` - Plugin for PostgreSQL (PGVector) Vector Stores.
- Golang - Community
  - `openai` - Plugin for OpenAI APIs.
- Python - Official
  - `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.
  - `firestore` - The Firestore plugin provides interfaces to the Firestore vector store.
  - `dev_local_vectorstore` - Plugin for Local Vector Store for development purposes.
  - `flask` - Flask plugin for building web applications with Genkit.
Articles
- Golang - Community
  - Build 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.
  - Orchestrating Firebase and AI: Genkit architecture example - Presented in a lightning talk at GDG DevFest Tokyo 2024.
  - 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.
  - Genkit for Go Developers: A Guide to Building LLM Applications - A getting started guide for Go developers using Genkit.
  - 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.
  - 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.
  - Genkit with Gemma using Ollama - Firebase project that uses the Gen AI Kit with Gemma using Ollama.
  - 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.
Tutorials
- Golang - Community
  - Slack Bot App - A tutorial on how to build a Slack Bot App with Genkit.
Follow
- Golang - Community
  - Firebase - Official Twitter account for Firebase.
  - Genkit GitHub - Official GitHub repository for Genkit.
  - The Fire Company - The Fire Company GitHub organization.
Videos
- Golang - Community
  - Getting started with Genkit/JS 1.0 - Learn how to get started with Genkit/JS 1.0.
  - Getting started with Genkit (outdated) - 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.
  - 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.
  - What are Genkit flows? (outdated) - Flows are a key concept in Genkit. Learn what makes them special, and how to use them.
  - Firebase After Hours #4 - Genkit: Tooltime (outdated) - Learn how to give LLMs superpowers by conneting the to the real world using tool calling.
API References
- Golang - Community
  - Python - Specs for the Python API.
  - Golang - Specs for the Golang API.
  - JavaScript - Specs for the JavaScript API.
Talks
- Golang - 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.
Solutions
- Golang - Community
  - `internal AI` - An open-source Genkit-based internal AI chat application.

Programming Languages

TypeScript 12 JavaScript 1

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Awesome

awesome-genkit

Plugins

JavaScript - Official

JavaScript - Community

Golang - Official

Golang - Community

Python - Official

Articles

Golang - Community

Tutorials

Golang - Community

Follow

Golang - Community

Videos

Golang - Community

API References

Golang - Community

Talks

Golang - Community

Solutions

Golang - Community