AI & Machine Learning Backend Integration

Architecture Patterns

• Streaming LLM Gateways: Utilizing Server-Sent Events (SSE) and Node.js Readable streams to pipe token streams directly to frontend clients with sub-50ms Time-to-First-Token (TTFT).
• Vector Embeddings Pipeline: Chunking document text, generating embeddings via fast ONNX or cloud APIs, and querying vector databases with cosine distance metrics.