README.md

Generative AI - Language

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.

Table of Contents

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 🦜🔗