edwardtheharris/agent repository overview

Kubernetes Operator Agent

⁠Development

This project uses Skaffold⁠ and Helm⁠ for development. Please make sure you have them installed on your machine.

⁠Python

The main code is written in Python, which may be formatted with either PyDantic or Black.

⁠Prerequisites

1. Access to a running Kubernetes cluster or the ability to create one.
2. Python
3. LangChain
4. Helm

⁠Bare Metal Deployment

The process for this follows.

1. Build the agent image and push it to a public or local image repository.

   docker build -t dockerhubuser/agent:0.0.1 .
   

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2. Configure the redis-stack application's required storage class settings.

   # values.yaml
   # This is necessary only if you need to override the default `hostpath` storageClass.
   redis-stack-server:
     redis_stack_server:
       storage_class: csi-lvm-linear
   

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3. Configure the image repository and tag settings.

   # values.yaml
   image:
     repository: dockerhubuser/agent
     tag: 0.0.1
   

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4. Obtain an OpenAPI API key and configure its value for the deployment.

   # secrets/values.yaml
   envVars:
     OPENAI_API_KEY: base64-encoded-api-key
   

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5. Create a namespace for the agent.

   kubectl create ns agent
   

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6. Deploy the agent with Helm using the values shown above.

   helm upgrade --install -n agent agent deployment/helm/k8s-agent -f secrets/values.yaml -f values.yaml
   

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