Deploy Flexible and Custom Setups with Anything LLM on Kubernetes

This guide walks through deploying Anything LLM on Kubernetes, utilizing different setups involving OpenAI, Azure AI, and Ollama. It highlights the challenges companies face with data privacy and compliance while using cloud services like OpenAI. The guide provides step-by-step instructions for deploying a Retrieval-Augmented Generation (RAG) solution, configuring Kubernetes and Helm, and integrating various components such as embedders and vector databases. Each setup is compared based on performance, and practical examples are provided to help integrate these components. Major challenges in enterprise deployment and solutions to address them are also discussed.