Task: Code generation

Apigee OpenAI APIs provide developers with access to OpenAI GPT large language models via API, facilitating the creation of code-based applications and offering HUIT consolidated billing.  With support for data classified at Level 3 and below, it caters to developers seeking to integrate advanced AI functionalities into their projects.

OpenAI APIs offer developer access to advanced GPT large language models via API, enabling the creation of a wide range of applications from simple chatbots to complex analytical tools. OpenAI APIs support data classified up to Level 1 (or Level 3 under Harvard’s enterprise agreement with OpenAI) and allow developers to incorporate cutting-edge AI capabilities…

Azure OpenAI APIs provides secure access to various OpenAI models for developer integration into AI-related projects.  Access requires the creation of an Azure account and offers benefits such as negotiated rates and simplified billing through Harvard’s enterprise agreement with Azure.

AWS SageMaker is a managed service that offers developers and data scientists the ability to build, train, and deploy machine learning (ML) models quickly. It provides easy access to ML model training and deployment, supporting a wide range of machine learning frameworks.  SageMaker provides tools for each step of model development, from preparation and analysis…

AWS Bedrock provides developer access to a variety of third-party large language models via API. It enables developers to integrate advanced AI capabilities into their applications, and is ideal for creating applications that require sophisticated natural language understanding or generation, or image processing.

Google Vertex AI offers developer access to Google’s advanced AI models, enabling the creation and deployment of machine learning projects. It’s designed for developers looking to integrate Google’s AI capabilities into  applications, facilitating tasks such as natural language processing, computer vision, and predictive analytics. Suitable for code-level tasks, Vertex AI supports a range of AI…

GitHub Copilot is an AI coding assistant that writes code from natural language or examples. It creates code from natural language, suggests code completions, integrates with various integrated developmnent environments (IDEs) and natively supports GitHub.