Own your AI: Self-Hosted GitLab Duo models with AWS Bedrock

GitLab Duo Self-Hosted is an AI-powered solution designed to enhance software development while ensuring data control and security, suitable for organizations with stringent data sovereignty demands. It enables the deployment of GitLab's AI capabilities within an organization's infrastructure, whether on-premises, in a private cloud, or a secure environment, allowing complete data privacy and control. The solution offers model flexibility, compliance adherence, customization, and deployment flexibility, utilizing models hosted on AWS Bedrock with potential alternatives for on-premises or other cloud providers. The architecture includes a self-managed GitLab instance, an AI Gateway for request routing, and an LLM backend, which can be AWS Bedrock or another platform. Implementation involves installing the AI Gateway, configuring GitLab to access it, accessing models from AWS Bedrock, configuring a self-hosted model, and assigning it to GitLab Duo features. The setup is verified through health checks, feature testing, and AI Gateway log reviews, ensuring the system meets security and compliance requirements while leveraging AI's advanced capabilities.

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