vertex-ai

There are 2 repositories under vertex-ai topic.

GoogleCloudPlatform / generative-ai
Sample code and notebooks for Generative AI on Google Cloud
ai embeddings enterprise-search gcp gemini gemini-api generative generative-ai google-cloud google-cloud-platform langchain llm matching-engine palm-api prompt-engineering vertex-ai vertex-ai-gemini-api vertex-ai-search vertexai
Language:Jupyter Notebook 5373
GoogleCloudPlatform / vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud
samples gcp google-cloud-platform vertex-ai notebook python ai ml data-science mlops
Language:Jupyter Notebook 1341
safevideo / autollm
Ship RAG based LLM web apps in seconds.
anthropic bedrock cohere fastapi langchain large-language-models llama-index llama2 llm openai palm pypi python retrieval-augmented-generation vector-database vertex-ai gradio
Language:Python 908
GoogleCloudPlatform / mlops-with-vertex-ai
An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI
mlops vertex-ai tfx gcp tensorflow google-cloud-platform
Language:Jupyter Notebook 326
lynnlangit / gcp-essentials
Sample code and notes for my GCP courses on LinkedIn Learning
gcp gcloud bigquery gcs gce gke google-cloud google-cloud-functions google-cloud-platform google-cloud-run google-cloud-storage gemini tensorflow vertex-ai
Language:Jupyter Notebook 216
GoogleCloudPlatform / genai-for-marketing
This repository provides a deployment guide showcasing the application of Google Cloud's generative AI for marketing scenarios. It offers detailed, step-by-step guidance for setting up and utilizing the generative AI tools, including examples of their use in crafting marketing materials like blog posts and social media content.
artificial-intelligence genai generative-ai google-cloud-platform vertex-ai
Language:Jupyter Notebook 201
LLMstudio
TensorOpsAI / LLMstudio
Framework to bring LLM applications to production
ai langchain llm llmops ml mlflow openai prompt-engineering vertex-ai
Language:TypeScript 180
GoogleCloudPlatform / fraudfinder
Fraudfinder: A comprehensive lab series on how to build a real-time fraud detection system on Google Cloud
bigquery bigquery-ml dataflow google-cloud-platform machine-learning mlops mlpipelines vertex-ai
Language:Jupyter Notebook 178
GoogleCloudPlatform / automlops
Build MLOps Pipelines in Minutes
ci-cd google-cloud-platform jupyter-notebook machine-learning mlops pipeline vertex-ai
Language:Python 130
google-marketing-solutions / feedgen
Optimise Shopping Ads feeds with Generative AI
data-science generative-ai google-cloud large-language-models llm machine-learning shopping-feed vertex-ai
Language:TypeScript 129
GoogleCloudPlatform / applied-ai-engineering-samples
This repository compiles code samples and notebooks demonstrating how to use Generative AI on Google Cloud Vertex AI.
generative-ai google-cloud-platform llms vertex-ai
Language:Jupyter Notebook 128
Denis2054 / Transformers-for-NLP-and-Computer-Vision-3rd-Edition
Transformers 3rd Edition
bert clip dalle-2 dalle-3 distilbert generative-ai gpt-4-api gpt-4v langchain palm-api retrieval-augmented-generation roberta-model stability-ai t5 timesformer trax vertex-ai vision-transformer wandb
Language:Jupyter Notebook 94
semantic-segmentation-ml-pipeline
deep-diver / semantic-segmentation-ml-pipeline
mlops semantic-segmentation tensorflow tfx vertex-ai
Language:Jupyter Notebook 87
google-cloud-gcp-openai-api
Cyclenerd / google-cloud-gcp-openai-api
🌴 Drop-in replacement REST API for Vertex AI (PaLM 2, Codey, Gemini) that is compatible with the OpenAI API specifications
chatbot google google-cloud google-cloud-platform openai openai-api openai-chatgpt bard-api chatgpt chatgpt-api palm palm2 vertex-ai fastapi langchain gemini
Language:Jupyter Notebook 55
pipeline-editor
Cloud-Pipelines / pipeline-editor
Cloud Pipelines Editor is a web app that allows the users to build and run Machine Learning pipelines without having to set up development environment.
google-cloud google-cloud-platform google-cloud-vertex google-cloud-vertex-ai kubeflow-pipelines machine-learning pipeline pipelines vertex-ai
Language:TypeScript 53
gemini-ai
gbaptista / gemini-ai
A Ruby Gem for interacting with Gemini through Vertex AI, Generative Language API, or AI Studio, Google's generative AI services.
ai deepmind gemini gemini-ai gemini-functions gemini-pro gemini-tools google google-ai google-gemini google-vertex-ai llm nano-bots vertex vertex-ai
Language:Ruby 53
DigitalProductschool / AI-Makerspace
AI Makerspace: Blueprints for developing machine learning applications with state-of-the-art technologies.
deeplearning dvc-pipeline fastapi generative-adversarial-network googlecloudplatform huggingface machinelearning pycaret tableau transformers keyword-genrator neural-style-transfer vertex-ai flask-application geolocation-api kubernetes-deployment virtual-assistant gpt sagemaker
Language:JavaScript 48
aj-archipelago / cortex
Simplify and accelerate AI-powered application development with structured interfaces to models and powerful prompt execution environments.
ai gpt-3 llm gpt-35-turbo chatgpt gpt-4 graphql langchain openai rest-api llama llama-cpp llamacpp palm palm2 vertex-ai
Language:JavaScript 43
nooqta / saiku
AI Agent capable of automating various tasks using openai function call feature
agent ai automation dalle3 huggingface ollama openai openai-api openai-vision speech-to-text text-to-speech vertex-ai
Language:TypeScript 34
sayakpaul / Dual-Deployments-on-Vertex-AI
Project demonstrating dual model deployment scenarios using Vertex AI (GCP).
vertex-ai mlops tfx kubeflow gcp automl tensorflow keras
Language:Jupyter Notebook 34
sayakpaul / deploy-hf-tf-vision-models
This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.
huggingface keras kubernetes tensorflow tfserving transformers vertex-ai vision-transformers autoscaling docker kubernetes-engine onnx serverless locust
Language:Jupyter Notebook 29
google-gemini-ui
fjosue4 / google-gemini-ui
Basic UI to chat with Google Gemini AI
ai-chat gemini-api google-gemini google-gemini-ai gemini google react redux-toolkit typescript open-source api api-rest front-end chatgpt vertex-ai vertex-ai-gemini-api
Language:TypeScript 27
googleapis / python-documentai-toolbox
Document AI Toolbox is an SDK for Python that provides utility functions for managing, manipulating, and extracting information from the document response. It creates a "wrapped" document object from JSON files in Cloud Storage, local JSON files, or output directly from the Document AI API.
ai document-ai gcp generative-ai google-cloud google-cloud-platform vertex-ai
Language:Python 26
hexascribe / vertexai-kt
VertexAI-KT is a Kotlin multiplatform library that simplifies integration with Google Cloud's Vertex AI PaLM API for generative model creation and training.
android artificial-intelligence chatgpt ios kotlin kotlin-library kotlin-multiplatform-mobile openai-api vertex vertex-ai
Language:Objective-C 25
NucleusEngineering / hack-your-pipe
Efficient streaming data ingestion, transformation & activation
cloud-run dataflow pubsub vertex-ai data-engineering streaming-data data-ops ml-ops apache-beam google-cloud-platform
Language:Python 25
google-marketing-solutions / description_genius
Easily generate captivating product descriptions using product features and additional sources of information like customer reviews or usage instructions.
vertex-ai advertising generative-ai google-cloud-platform large-language-models llm retail
Language:Python 23
adios
google-marketing-solutions / adios
🚀 Adios: One-stop solution for Google Ads image assets management
appsscript gemini genai google-ads google-ads-api google-cloud typescript vertex-ai
Language:TypeScript 22
google-github-actions / run-vertexai-notebook
A GitHub Action for running a Google Cloud Vertex AI notebook.
actions artificial-intelligence gcp github-actions google-cloud google-cloud-platform machine-learning ml-notebooks vertex-ai
19
danielfrg / gcp-llm-retrieval-augmentation
A retrieval augmentation LLM demo in GCP
gcp langchain llm matching-engine vertex-ai
Language:Jupyter Notebook 18
RedisVentures / gcp-redis-llm-stack
Reference architecture for LLM-based applications on Google Cloud Platform with Redis Enterprise as a high-performance data layer.
caching chatbot gcp google-cloud llms memory palm-api redis redis-enterprise vector-database vertex-ai
Language:Jupyter Notebook 18
sayakpaul / CI-CD-for-Model-Training
This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.
mlops gcp ci-cd model-training cloud-build vertex-ai cloud-scheduler pub cloud-functions tensorflow-extended kubeflow-pipelines
Language:Jupyter Notebook 18
mobibot
ethauvin / mobibot
mobibot is the #mobitopia IRC channel bot.
java irc-bot irc mobitopia pircbot pircbotx chat pinboard kotlin chatgpt gemini google-gemini wolfram-alpha vertex-ai vertexai
Language:Kotlin 17
svan0 / anime_recommendation_system
An end to end anime recommendation system based on data scrapped from myanimelist.net
gcp gcp-cloud-functions gcp-pubsub gcp-sql gcp-kubernetes gcp-memorystore etl scrapy anime-scraper anime anime-recommendations gcp-app-e kubeflow vertex-ai tensorflow2 airflow gcp-composer bigquery gcp-dataflow
Language:Python 17
entrpn / serving-model-cards
Collection of OSS models that are containerized into a serving container
machine-learning machine-learning-models vertex-ai blip clip dreambooth gcp ml ml-serving ml-training stable-diffusion vertexai esrgan hugging-face huggingface huggingface-diffusers huggingface-transformers t5 dataflow
Language:Python 16
GemInsights
izam-mohammed / GemInsights
🔍 GemInsights: Unleash Gemini AI on your data! 🚀 Analyze dataframes for valuable insights, replacing traditional data analysis. 📊 A cutting-edge tool revolutionizes the way you analyze dataframes, offering a paradigm shift from conventional data analysis methods.
ai gemini llama-index llms vertex-ai autoviz data-science gemini-api gemini-pro gemini-pro-vision google google-api python3 trulens
Language:Python 15
RedisVentures / redis-feast-gcp
A demo of Redis Enterprise as the Online Feature Store deployed on GCP with Feast and NVIDIA Triton Inference Server.
feast gcp redis bigquery feature-store machine-learning nvidia google-cloud google-cloud-platform triton-inference-server vertex-ai
Language:Jupyter Notebook 14

vertex-ai

GoogleCloudPlatform / generative-ai

GoogleCloudPlatform / vertex-ai-samples

safevideo / autollm

GoogleCloudPlatform / mlops-with-vertex-ai

lynnlangit / gcp-essentials

GoogleCloudPlatform / genai-for-marketing

TensorOpsAI / LLMstudio

GoogleCloudPlatform / fraudfinder

GoogleCloudPlatform / automlops

google-marketing-solutions / feedgen

GoogleCloudPlatform / applied-ai-engineering-samples

Denis2054 / Transformers-for-NLP-and-Computer-Vision-3rd-Edition

deep-diver / semantic-segmentation-ml-pipeline

Cyclenerd / google-cloud-gcp-openai-api

Cloud-Pipelines / pipeline-editor

gbaptista / gemini-ai

DigitalProductschool / AI-Makerspace

aj-archipelago / cortex

nooqta / saiku

sayakpaul / Dual-Deployments-on-Vertex-AI

sayakpaul / deploy-hf-tf-vision-models

fjosue4 / google-gemini-ui

googleapis / python-documentai-toolbox

hexascribe / vertexai-kt

NucleusEngineering / hack-your-pipe

google-marketing-solutions / description_genius

google-marketing-solutions / adios

google-github-actions / run-vertexai-notebook

danielfrg / gcp-llm-retrieval-augmentation

RedisVentures / gcp-redis-llm-stack

sayakpaul / CI-CD-for-Model-Training

ethauvin / mobibot

svan0 / anime_recommendation_system

entrpn / serving-model-cards

izam-mohammed / GemInsights

RedisVentures / redis-feast-gcp