🛠️ 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
Acceptance Criteria
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
🛠️ Set up Vercel AI SDK Infrastructure
Overview
Establish the foundation for AI-powered conversations with streaming responses, tool calling, and provider-agnostic architecture.
Goals
Technical Requirements
Dependencies
npm install ai @ai-sdk/openai @ai-sdk/anthropic npm install react-native-ai-sdk # or equivalent RN wrapperCore Components
Implementation Tasks
Acceptance Criteria
Technical Notes
Related
Part of Sobers v2