TriVec Labs

Products

Products & Experiments

We build practical systems with emerging architecture patterns and validate them against real world problems.

AutoMedicoder

AI-assisted medical coding pipeline

An AI-assisted medical coding pipeline that analyses clinical documents, retrieves relevant coding knowledge, and generates ranked ICD coding suggestions.

Technology

PythonFastAPIRAGVector SearchLLMsAzure AIOracle Cloud

RouteWise

Intelligent LLM gateway

An intelligent LLM gateway that routes requests between models based on complexity, cost, latency, and availability.

Concepts

  • model routing
  • fallback strategies
  • circuit breakers
  • cost tracking
  • cascading
  • request classification

SemaCache

Semantic caching for LLM applications

A semantic caching layer for LLM applications designed to reduce repeated inference, improve latency, and lower model costs.

Concepts

  • semantic similarity
  • embeddings
  • configurable thresholds
  • cache policies
  • cost reduction

Research Agent

Agentic research pipeline

An agentic research pipeline that searches multiple sources, extracts evidence, and synthesises structured research reports.

Concepts

  • agentic workflows
  • LangGraph
  • evidence extraction
  • parallel search
  • synthesis