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Google Gen AI Python SDK provides an interface for developers to integrate Google's generative models into their Python applications.
An extremely fast Python package and project manager, written in Rust.
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
Mail Importer for Gmail will upload the contents of a Thunderbird mail archive to Gmail and do its best to preserve the read state, flagged state, and folders of the messages.
FaaS (Function as a service) framework for writing portable Java functions
The Contract for Building New Function Frameworks
A direct Google Cloud Storage integration for PyTorch
Recipes for reproducing training and serving benchmarks for large machine learning models using GPUs on Google Cloud.
JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).
A collection of test files with which to test C2PA implementations.
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…
Hugging Face Deep Learning Containers (DLCs) for Google Cloud
A high-throughput and memory-efficient inference and serving engine for LLMs
A Continuous Threat Modeling methodology
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models.
Test Software for the Characterization of AI Technologies
⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs
Sample notebook for Sensitive Data Protection of Generative AI on Google Cloud
LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team.