Examples

Explore a comprehensive collection of runnable examples demonstrating every feature from basic chat to advanced multi-agent security policies.

🌟 Showcase
OpenAI Examples

A comprehensive list of runnable examples available in the examples/ directory of the repository.

🌟 Showcase

Example	Description
`examples/applications/brand-perception-checker/`	Brand Perception Auditor — A full-stack (Node+React) app demonstrating multi-provider orchestration, tool calling (Google SERP), and structured output.
`examples/applications/hr-chatbot-rag/`	HR Chatbot RAG — A production Next.js chatbot featuring `@node-llm/orm`, streaming, and persistence.
`examples/scripts/openai/core/support-agent.mjs`	Real-world Travel Support AI Agent using Context Isolation, Auto-executing Tools, and Structured Output.
`examples/scripts/openai/security/content-policy-hooks.mjs`	Content Policy & Security using `beforeRequest` and `afterResponse` hooks for PII redaction.
`examples/scripts/openai/security/tool-policies.mjs`	Advanced Tool Security using `confirm` and `dry-run` modes for human-in-the-loop auditing.

OpenAI Examples

Example	Description
`examples/scripts/openai/chat/basic.mjs`	Basic chat with streaming
`examples/scripts/openai/chat/events.mjs`	Lifecycle hooks (onNewMessage, etc)
`examples/scripts/openai/chat/tools.mjs`	Automatic tool execution with the class-based Tool DSL
`examples/scripts/openai/chat/raw-json.mjs`	Defining tools with raw JSON Schema
`examples/scripts/openai/chat/tool-choice.mjs`	Forcing/disabling tool choice
`examples/scripts/openai/chat/structured.mjs`	Zod schema validation
`examples/scripts/openai/chat/predicted-outputs.mjs`	Predicted Outputs for low-latency code edits
`examples/scripts/openai/multimodal/vision.mjs`	Image analysis via URL
`examples/scripts/openai/multimodal/files.mjs`	Analyzing local files
`examples/scripts/openai/images/generate.mjs`	DALL-E 3 Generation
`examples/scripts/openai/multimodal/image_edit.mjs`	In-painting, edits, and variations
`examples/scripts/openai/safety/moderation.mjs`	Custom safety thresholds
`examples/scripts/openai/embeddings/create.mjs`	Creating text embeddings
`examples/scripts/openai/chat/usage.mjs`	Token usage tracking
`examples/scripts/openai/chat/parallel-tools.mjs`	Parallel tool execution
`examples/scripts/openai/chat/tool-concurrency.mjs`	Concurrent tool execution (`toolConcurrency`)
`examples/scripts/openai/chat/callback-stacking.mjs`	Registering multiple hooks for the same event
`examples/scripts/openai/chat/max-tokens.mjs`	Controlling output length
`examples/scripts/openai/chat/streaming-tools.mjs`	Tool use with streaming
`examples/scripts/openai/chat/instructions.mjs`	System prompt instructions
`examples/scripts/openai/chat/reasoning.mjs`	Reasoning capabilities (o1)
`examples/scripts/openai/chat/params.mjs`	Custom model parameters
`examples/scripts/openai/chat/streaming.mjs`	Advanced streaming examples
`examples/scripts/openai/discovery/models.mjs`	Listing available models
`examples/scripts/openai/multimodal/transcribe.mjs`	Audio transcription
`examples/scripts/openai/multimodal/multi-image.mjs`	Multiple image analysis

Gemini

Example	Description
`examples/scripts/gemini/chat/basic.mjs`	Streaming chat with Gemini 1.5
`examples/scripts/gemini/multimodal/files.mjs`	Multi-file context
`examples/scripts/gemini/embeddings/create.mjs`	Creating text embeddings
`examples/scripts/gemini/chat/structured.mjs`	Structured output with Zod
`examples/scripts/gemini/chat/raw-json.mjs`	Defining tools with raw JSON Schema
`examples/scripts/gemini/multimodal/nano_banana.mjs`	Inline generated images (Nano Banana)
`examples/scripts/gemini/chat/usage.mjs`	Token usage tracking
`examples/scripts/gemini/chat/parallel-tools.mjs`	Parallel tool execution
`examples/scripts/gemini/chat/max-tokens.mjs`	Controlling output length
`examples/scripts/gemini/chat/streaming-tools.mjs`	Tool use with streaming
`examples/scripts/gemini/chat/instructions.mjs`	System prompt instructions
`examples/scripts/gemini/chat/params.mjs`	Custom model parameters
`examples/scripts/gemini/chat/streaming.mjs`	Advanced streaming
`examples/scripts/gemini/chat/tools.mjs`	Tool execution
`examples/scripts/gemini/chat/events.mjs`	Chat lifecycle events
`examples/scripts/gemini/images/generate.mjs`	Imagen 3 Generation
`examples/scripts/gemini/discovery/models.mjs`	Listing available models
`examples/scripts/gemini/safety/moderation.mjs`	Content safety settings
`examples/scripts/gemini/multimodal/transcribe.mjs`	Audio transcription
`examples/scripts/gemini/multimodal/vision.mjs`	Image analysis
`examples/scripts/gemini/multimodal/multi-image.mjs`	Multiple image analysis

Anthropic

Example	Description
`examples/scripts/anthropic/chat/basic.mjs`	Claude 3.5 Sonnet Chat
`examples/scripts/anthropic/chat/tools.mjs`	Tool calling with Claude
`examples/scripts/anthropic/chat/raw-json.mjs`	Defining tools with raw JSON Schema
`examples/scripts/anthropic/multimodal/pdf.mjs`	Native PDF analysis
`examples/scripts/anthropic/multimodal/vision.mjs`	Image understanding
`examples/scripts/anthropic/embeddings/create.mjs`	Creating embeddings (Voyage AI)
`examples/scripts/anthropic/chat/structured.mjs`	Structured output (Tool use)
`examples/scripts/anthropic/chat/usage.mjs`	Token usage tracking
`examples/scripts/anthropic/chat/parallel-tools.mjs`	Parallel tool execution
`examples/scripts/anthropic/chat/max-tokens.mjs`	Controlling output length
`examples/scripts/anthropic/chat/streaming-tools.mjs`	Tool use with streaming
`examples/scripts/anthropic/chat/instructions.mjs`	System instructions
`examples/scripts/anthropic/chat/streaming.mjs`	Streaming chat
`examples/scripts/anthropic/chat/events.mjs`	Lifecycle events
`examples/scripts/anthropic/images/generate.mjs`	Image generation
`examples/scripts/anthropic/discovery/models.mjs`	Listing models
`examples/scripts/anthropic/safety/moderation.mjs`	Content moderation
`examples/scripts/anthropic/multimodal/transcribe.mjs`	Audio transcription
`examples/scripts/anthropic/multimodal/multi-image.mjs`	Multiple image analysis
`examples/scripts/anthropic/multimodal/files.mjs`	Multi-file context

Ollama Examples

Example	Description
`examples/scripts/ollama/chat/basic.mjs`	Local model chat
`examples/scripts/ollama/chat/streaming.mjs`	Streaming local inference
`examples/scripts/ollama/chat/tools.mjs`	Function calling with Llama 3.1
`examples/scripts/ollama/multimodal/vision.mjs`	Multi-modal local analysis
`examples/scripts/ollama/embeddings/similarity.mjs`	Vector similarity search
`examples/scripts/ollama/discovery/list.mjs`	Inspecting local model library

DeepSeek Examples

Example	Description
`examples/scripts/deepseek/chat/basic.mjs`	Basic chat with DeepSeek
`examples/scripts/deepseek/chat/reasoning.mjs`	DeepSeek-R1 reasoning tracking
`examples/scripts/deepseek/chat/streaming.mjs`	Streaming chat responses
`examples/scripts/deepseek/chat/tools.mjs`	Function calling with DeepSeek
`examples/scripts/deepseek/chat/raw-json.mjs`	Defining tools with raw JSON Schema
`examples/scripts/deepseek/chat/structured.mjs`	Structured JSON output
`examples/scripts/deepseek/embeddings/basic.mjs`	Generating embeddings
`examples/scripts/deepseek/chat/usage.mjs`	Token usage tracking
`examples/scripts/deepseek/chat/max-tokens.mjs`	Controlling output length
`examples/scripts/deepseek/chat/streaming-tools.mjs`	Tool use with streaming
`examples/scripts/deepseek/chat/instructions.mjs`	System prompt instructions
`examples/scripts/deepseek/chat/params.mjs`	Custom model parameters
`examples/scripts/deepseek/chat/events.mjs`	Lifecycle hooks
`examples/scripts/deepseek/images/generate.mjs`	Image generation
`examples/scripts/deepseek/discovery/models.mjs`	Listing models
`examples/scripts/deepseek/safety/moderation.mjs`	Content moderation
`examples/scripts/deepseek/multimodal/vision.mjs`	Vision (V3)

Mistral Examples

Example	Description
`examples/scripts/mistral/chat/basic.mjs`	Basic chat with Mistral Large
`examples/scripts/mistral/chat/streaming.mjs`	Streaming chat responses
`examples/scripts/mistral/chat/reasoning.mjs`	Magistral reasoning with thinking
`examples/scripts/mistral/chat/tools.mjs`	Function calling with Mistral
`examples/scripts/mistral/chat/structured.mjs`	Structured output with Zod
`examples/scripts/mistral/embeddings/create.mjs`	Creating text embeddings
`examples/scripts/mistral/multimodal/vision.mjs`	Image analysis with Pixtral
`examples/scripts/mistral/multimodal/transcribe.mjs`	Audio transcription
`examples/scripts/mistral/safety/moderation.mjs`	Content moderation
`examples/scripts/mistral/discovery/models.mjs`	Listing available models

OpenRouter Examples

Example	Description
`examples/scripts/openrouter/chat/basic.mjs`	Multi-model chat gateway
`examples/scripts/openrouter/chat/streaming.mjs`	Unified streaming across 300+ models
`examples/scripts/openrouter/chat/tools.mjs`	Cross-provider function calling
`examples/scripts/openrouter/chat/reasoning.mjs`	Accessing DeepSeek & o1 reasoning
`examples/scripts/openrouter/discovery/models.mjs`	Exploring the global model library
`examples/scripts/openrouter/multimodal/vision.mjs`	Unified vision API for all models
`examples/scripts/openrouter/embeddings/create.mjs`	Aggregated embedding services

xAI Examples

Example	Description
`examples/scripts/xai/chat/basic.mjs`	Basic chat with Grok-3
`examples/scripts/xai/chat/streaming.mjs`	Streaming chat responses
`examples/scripts/xai/chat/tools.mjs`	Function calling with Grok
`examples/scripts/xai/chat/structured.mjs`	Structured output with Zod schema
`examples/scripts/xai/multimodal/vision.mjs`	Image analysis with Grok Vision
`examples/scripts/xai/images/generate.mjs`	Image generation with Aurora
`examples/scripts/xai/discovery/models.mjs`	Listing available models

Amazon Bedrock Examples

Example	Description
`examples/scripts/bedrock/chat/basic.mjs`	Basic chat via the Converse API
`examples/scripts/bedrock/chat/streaming.mjs`	Streaming chat responses
`examples/scripts/bedrock/chat/tools.mjs`	Function calling
`examples/scripts/bedrock/chat/vision.mjs`	Multimodal vision with Claude/Nova
`examples/scripts/bedrock/chat/thinking.mjs`	Extended thinking (Claude 3.7 / DeepSeek R1)
`examples/scripts/bedrock/chat/nova.mjs`	Amazon Nova model family
`examples/scripts/bedrock/chat/guardrails.mjs`	Guardrail trace assessments
`examples/scripts/bedrock/chat/moderation.mjs`	Standalone moderation via Guardrails
`examples/scripts/bedrock/chat/extra_fields.mjs`	`additionalModelRequestFields` escape hatch
`examples/scripts/bedrock/chat/usage.mjs`	Token usage tracking
`examples/scripts/bedrock/chat/max-tokens.mjs`	Controlling output length
`examples/scripts/bedrock/chat/instructions.mjs`	System prompt instructions
`examples/scripts/bedrock/chat/params.mjs`	Custom model parameters
`examples/scripts/bedrock/embeddings/basic.mjs`	Titan Embeddings V2
`examples/scripts/bedrock/image/titan.mjs`	Titan Image Generator
`examples/scripts/bedrock/discovery/models.mjs`	Listing available models

MCP Examples

Example	Description
`examples/scripts/mcp/github/dynamic-github-bridge.ts`	Connects to GitHub to manage issues, PRs, and repository data
`examples/scripts/mcp/filesystem/fs-explorer.ts`	Reads and summarizes local files within a bounded directory
`examples/scripts/mcp/puppeteer/web-browser.ts`	Autonomous web browsing, clicking, and data extraction

See examples/scripts/mcp/README.md for setup requirements and how to run these with tsx.