Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI tools & agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.

Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.

Hands on Lab for Neo4j and Vertex AI

Create a Chatbot app on your own data with GCP tools

Kedro Plugin to support running workflows on GCP Vertex AI Pipelines

Search for similar images using NeonDB and Vertex AI.

Mini-Bard client for Angular using Gemini Pro via API key from Google AI Studio

Use Gemini Pro LLM via VertexAI to create an engaging quiz game incorporating TMDB API data

Connect LLM to Slackbot. Works via FastAPI

mobibot is the #mobitopia IRC channel bot.

Collection of OSS models that are containerized into a serving container

Use Quivr API in typechat instead of OpenAI or AzureAI

Customized bot with langchain and gpt4

Using Azure Open AI and Google Cloud Vertex AI Large Language Model to score programming code.

HTTP proxy for accessing Vertex AI with the REST API interface of ollama. Optionally forwarding requests for other models to ollama. Written in Go.

A Flask app running GraphRAG for healthcare, made with Vertex AI and Neo4j, to be deployed in a container (Cloud Run or ECS).

JSONL generator designed to elevate the fine-tuning process of cutting-edge language models like Google's PaLM 2 and OpenAI's GPT-3.5

Prompt Engineering Tooling for OpenAI (chatgpt) or VertexAI (google cloud) APIs . With more APIs to follow

Building AI-Powered Chatbots on Cloud Run: A Step-by-Step Guide Using Google’s PaLM API and Cloud Run