NOTE: This directory uses the PaLM generative model, which will reach its discontinuation date in October 2024. Please refer to this directory for samples which use the latest Gemini model.
language/ ├── code/ │ ├── [Notebook] Introduction to Code Chat │ ├── [Notebook] Introduction to Code Completion │ ├── [Notebook] Introduction to Code Generation │ └── [Notebook] Retrieval Augmented Generation (RAG) with Codey ├── getting-started/ │ ├── [Notebook] Getting Started with the Vertex AI PaLM API & Python SDK │ └── Intro to Vertex AI Studio ├── grounding/ │ └── [Notebook] Introduction to Grounding in Vertex AI ├── orchestration/ │ └── langchain/ │ └── [Notebook] Getting Started with LangChain 🦜️🔗 + Vertex AI PaLM API ├── prompts/ │ ├── examples/ │ │ ├── [Notebook] Ideation with Generative Models on Vertex AI │ │ ├── [Notebook] Question Answering with Generative Models on Vertex AI │ │ ├── [Notebook] Text Classification with Generative Models on Vertex AI │ │ ├── [Notebook] Text Extraction with Generative Models on Vertex AI │ │ └── [Notebook] Text Summarization with Generative Models on Vertex AI │ └── [Notebook] Prompt Design - Best Practices ├── sample-apps/ │ └── Chat Application in Python Flask on Cloud Run │ └── Chat Application in Gradio on Cloud Run │ └── Chat Application in Streamlit on Cloud Run │ └── Cloud Function that wraps the Vertex AI PaLM Code Model │ └── Cloud Function that does summarization using Vertex AI PaLM Text Model │ └── Cloud Function that wraps the Vertex AI PaLM Text Model ├── translation/ │ └── [Notebook] Intro to Translation ├── tuning/ │ └── [Notebook] Tuning and deploy a foundation model └── use-cases/ ├── chatbots/ │ └── [Notebook] GroceryBot, a sample grocery and recipe assistant - RAG + ReAct ├── sql-code-generation/ │ ├── [Notebook] SQL Code Generation on Vertex AI │ └── [Notebook] SQL Code Generation on Vertex AI using LangChain 🦜🔗 ├── description-generation/ │ ├── [Notebook] DescriptionGen: SEO-optimized product description generation for retail using LangChain 🦜🔗 │ └── [Notebook] Product Description Generator From Image ├── document-qa/ │ ├── [Notebook] Question answering with Documents using Document AI, Matching Engine, and PaLM │ ├── [Notebook] Question Answering with Documents using LangChain 🦜️🔗 and Vertex AI Matching Engine │ ├── [Notebook] Question Answering with Large Documents │ └── [Notebook] Question Answering with Large Documents using LangChain 🦜🔗 └── document-summarization/ ├── [Notebook] Summarization of Documents with Document AI ├── [Notebook] Text Summarization of Large Documents └── [Notebook] Text Summarization of Large Documents using LangChain 🦜🔗