DevOps and Docker Talk: Cloud Native Interviews and Tooling cover image

Heroku + MCP = The Fastest Way to Run AI Agents in the Cloud

DevOps and Docker Talk: Cloud Native Interviews and Tooling

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Integrating Vector Databases with Heroku and MCP Tools

This chapter explores the integration of vector databases with Heroku using Postgres, featuring the creation of embeddings through the Cohere model. It discusses the efficient management of AI agents in a serverless environment and provides practical guidance on deploying applications while emphasizing proper naming conventions. The chapter also highlights the role of MCP in enhancing application utility, particularly in the context of a web chat application supported by the Perplexity API.

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