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Set up Vercel AI SDK infrastructure #413

@BillChirico

Description

@BillChirico

🛠️ Set up Vercel AI SDK Infrastructure

Overview

Establish the foundation for AI-powered conversations with streaming responses, tool calling, and provider-agnostic architecture.


Goals

  • Unified AI interface supporting multiple providers (OpenAI, Anthropic, Google)
  • Streaming responses for natural conversation feel
  • Tool calling framework for actions (meetings, breathing exercises, etc.)
  • TypeScript-first implementation for React Native compatibility

Technical Requirements

Dependencies

npm install ai @ai-sdk/openai @ai-sdk/anthropic
npm install react-native-ai-sdk  # or equivalent RN wrapper

Core Components

Component Purpose
AI Provider Config Switch between OpenAI/Anthropic based on cost/performance
Streaming Handler Manage real-time response streams
Tool Registry Define available actions (findMeeting, startBreathing, etc.)
Context Manager Maintain conversation history

Implementation Tasks

  • Install and configure Vercel AI SDK
  • Set up AI provider configuration (env-based switching)
  • Implement streaming response handling
  • Create tool calling framework
  • Set up mem0 integration (Implement mem0 user memory system #423)
  • Configure context management
  • Add error handling and fallbacks
  • Write unit tests for AI interactions

Acceptance Criteria

  • AI responses stream in real-time
  • Tool calls execute correctly (test with mock tools)
  • Provider switching works without code changes
  • Failed AI calls gracefully degrade
  • Unit tests cover >80% of AI module

Technical Notes

  • Use environment variables for API keys (never commit keys)
  • Implement request/response logging for debugging
  • Consider rate limiting and cost monitoring
  • Set up A/B testing framework for model comparison

Related


Part of Sobers v2

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aiAI/ML relatedbackendBackend/API related changesintegrationThird-party integrationssobers-buddySobers Buddy AI companion feature

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