AI integration
Plug LLMs into your product — without the demo-grade brittleness.
OpenAI, Anthropic, DeepSeek and local models (Ollama, llama.cpp, LM Studio) wired into your backend with proper structured output, tool/function-calling, streaming, retries, cost-aware routing and full observability. Multi-provider out of the box — no vendor lock-in.
What you get
- Provider abstraction (Anthropic / OpenAI / DeepSeek / local) with deterministic fallbacks.
- Tool calling, structured JSON output (zod / pydantic), streaming SSE / WebSocket.
- Token + cost budgets per request, per user, per feature — metered in Prometheus.
- Prompt versioning, eval harness, golden-set regression tests for every prompt change.
- Safety: PII redaction, prompt-injection hardening, content filters, audit log per call.
Stack
- Anthropic
- OpenAI
- Ollama
- MCP
- Function calling
- Structured output
Process
Email or a 20-min intro call → written proposal → contract → ship.