Example SAM Manifest
The point of using YAML manifest files is to facilitate a human readable way to define complex AI resources and their configurations, taking into consideration that something systematic on the backend will ulimately need to be able to read, validate and correctly execute the commands necessary to bring those resources to life. By ‘resource’ we mean to say anything from an AI Model, to a Data Pipeline, to an entire Application. Persisting such resources may involve any number of kinds of technologies, 3rd party services, and infrastructure.
The authors saw first hand how effectively the Kubernetes project was able to solve similar problems in the DevOps space by defining a systematic way to describe infrastructure resources using YAML manifest files, and then building a robust ecosystem of tools around those manifests to validate, deploy, and manage those resources. Inspired by this success, the authors designed the Smarter API Manifest (SAM) specification to bring similar benefits to the AI development space.
apiVersion: smarter.sh/v1
kind: LLMClient
metadata:
name: stackademy_sql
description: Stackademy University course catalogue inquiries using the Stackademy SQL plugin.
version: 1.0.0
tags:
- stackademy
- sql
- llmclient
annotations:
- smarter.sh/llm-client/stackademy-sql/creator: QA Team
- smarter.sh/llm-client/stackademy-sql/purpose: llmclient for Stackademy course catalogue inquiries
- smarter.sh/llm-client/stackademy-sql/release-date: 2024-06-15
- smarter.sh/llm-client/stackademy-sql/backward-compatibility: true
- smarter.sh/llm-client/stackademy-sql/note: |
Uses SQL plugin to answer course catalogue questions.
Very fast and accurate when the database is well-structured.
Leverages cache for improved performance.
spec:
config:
prompt:
deployed: false
provider: openai
defaultModel: gpt-6-luna
defaultSystemRole: >
You are a helpful assistant. When given the opportunity to utilize
function calling, you should always do so. This will allow you to
provide the best possible responses to the user. DO NOT GUESS. IF
YOU DON'T KNOW THE ANSWER, RESPOND THAT YOU DON'T KNOW.
defaultTemperature: 1.0
defaultMaxTokens: 1024
appName: Stackademy
appAssistant: Stanley
appWelcomeMessage: Welcome to Stackademy! How can I help you today?
appExamplePrompts:
- "Do you offer any courses on AI?"
- "My budget is $1,000. What courses can I take?"
- "I want to study programming. What do you suggest?"
appPlaceholder: "Ask me anything about Stackademy courses..."
appInfoUrl: https://stackademy.edu/online-courses
styles: # Stackademy's colors
# appLogoUrl: https://cdn.smarter.sh/images/llmclients/stackademy/logo.png # coming soon: upload, then uncomment
# appBackgroundImageUrl: https://cdn.smarter.sh/images/llmclients/stackademy/background.png # coming soon: upload, then uncomment
# assistantAvatarUrl: https://cdn.smarter.sh/images/llmclients/stackademy/assistant.png # coming soon: upload, then uncomment
googleFont: Nunito
fontSize: 15px
borderRadius: 16px
conversationHeader:
backgroundColor: '#14213d'
color: '#ffffff'
infoColor: '#fca311'
messageList:
backgroundColor: rgba(255, 255, 255, 0.85)
color: '#14213d'
incomingMessage:
backgroundColor: '#e5e5e5'
color: '#14213d'
linkColor: '#0b57d0'
outgoingMessage:
backgroundColor: '#fca311'
color: '#14213d'
messageInput:
backgroundColor: '#ffffff'
editorBackgroundColor: '#f1f1f1'
placeholderColor: '#6c757d'
buttons:
color: '#fca311'
typingIndicator:
color: '#fca311'
plugins:
- stackademy_sql
functions: []