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Technical Architecture

SmartyPants features a modular, scalable architecture for flexibility and extensibility:

1. Core Components​

  • Data Ingestion Layer: Connectors, preprocessor, sync manager
  • Storage Layer: Document store, vector database, metadata store
  • Embedding Engine: Embedding service, model manager, batch processor
  • Search Engine: Query processor, vector search, result ranker
  • LLM Integration: Provider abstraction, prompt manager, response processor
  • API Layer: RESTful endpoints, WebSocket server, authentication

2. Supporting Services​

  • Task Queue
  • Cache Layer
  • Observability Stack
  • Configuration Management

3. Frontend Applications​

  • Web Dashboard (React-based)
  • Mobile Apps (iOS and Android)

4. Deployment and Scaling​

  • Containerization (Docker)
  • Orchestration (Kubernetes)
  • Serverless Options

5. External Integrations​

  • AI Service Providers
  • Storage Providers
  • Authentication Providers

6. Development and Extensibility​

  • Plugin System
  • API Client Libraries

This architecture ensures scalability, maintainability, and performance across various use cases, from development to production environments.