Multi Provider

Configure and switch between multiple LLM providers at runtime

Run the same prompt across Claude, OpenAI, and Ollama simultaneously using one unified interface that normalizes responses and token usage.

Edition

Community — runs on the OSS / Community SDK edition.

What this demonstrates

Difficulty: Starter 🟢 · LLM

• Summary: Using multiple providers in one application
• Scenario: Configure and switch between multiple LLM providers at runtime
• tech_tags in manifest: LLM — example id multi-provider in conformance/examples_manifest.json.

Prerequisites

• SDK: Use an installed SDK tree (NXUSKIT_SDK_DIR, NXUSKIT_LIB_PATH as needed); test-examples.sh resolves Go/Rust/Python deps from that tree only — see README.md, scripts/setup-sdk.sh, and scripts/test-examples.sh.
• Languages in this example: go, python, rust (paths under this directory; Python may live under a sibling python/ or shared reference per Language Implementations).
• Models: Set cloud provider API keys and/or run Ollama locally when you execute the Run steps (interactive flags like --help / --verbose are documented below).

Real-World Application

Multi-vendor AI gateway, provider comparison tool

Technologies

LLM

Language Implementations

Language	Path	Status
Rust	rust/	Available
Go	go/	Available
Python	python/	Available

Build

Attach an installed SDK (NXUSKIT_SDK_DIR). See the repository README.md and scripts/test-examples.sh.

# From `/examples/patterns/multi-provider`:
cd rust && cargo build
cd go && make build
cd python && python3 main.py --help

Run

Rust

cd rust
cargo run

Go

cd go
make build && bin/multi-provider

Python

cd python
python main.py