Examples Runnable no-key and provider-api examples. java examples examples website/content-src/templates/examples.md example Examples
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Examples

Examples are grouped by what they prove and by whether they need real provider credentials. Start with no-key examples for deterministic protocol, runtime, and generated-package behavior. Use provider-api examples when you want the live provider request path.

Provider API examples

AxGenOpenAIExample.java

Provider API Java

AxGen OpenAI API run

Command
npm run example -- java AxGenOpenAIExample.java

Env
OPENAI_API_KEY, OPENAI_APIKEY

Source

AgentOpenAIExample.java

Provider API Java

AxAgent OpenAI API run

Command
npm run example -- java AgentOpenAIExample.java

Env
OPENAI_API_KEY, OPENAI_APIKEY

Source

FlowOpenAIExample.java

Provider API Java

AxFlow OpenAI API run

Command
npm run example -- java FlowOpenAIExample.java

Env
OPENAI_API_KEY, OPENAI_APIKEY

Source

LLM, media, and realtime examples

ProviderMappingNoKeyExample.java

No key Java

OpenAI-compatible mapping smoke

Command
npm run example -- java ProviderMappingNoKeyExample.java

Env
None

Source

ProviderStreamNoKeyExample.java

No key Java

OpenAI-compatible streaming smoke

Command
npm run example -- java ProviderStreamNoKeyExample.java

Env
None

Source

AudioResponsesMappingExample.java

No key Java

OpenAI Responses audio mapping

Command
npm run example -- java AudioResponsesMappingExample.java

Env
None

Source

RealtimeAudioEventsExample.java

No key Java

Grok and Gemini realtime event folding

Command
npm run example -- java RealtimeAudioEventsExample.java

Env
None

Source

Agent and RLM examples

AxAgentPipelineExample.java

No key Java

Deterministic AxAgent forward and logs

Command
npm run example -- java AxAgentPipelineExample.java

Env
None

Source

RuntimeAdapterExample.java

No key Java

Custom AxCodeRuntime session

Command
npm run example -- java RuntimeAdapterExample.java

Env
None

Source

AxMCPScriptedToolsExample.java

No key Java

MCP scripted transport tools

Command
npm run example -- java AxMCPScriptedToolsExample.java

Env
None

Source

Flow examples

AxFlowProgramGraphExample.java

No key Java

Deterministic AxFlow graph

Command
npm run example -- java AxFlowProgramGraphExample.java

Env
None

Source

Optimization examples

OptimizerArtifactExample.java

No key Java

Optimizer artifact apply round trip

Command
npm run example -- java OptimizerArtifactExample.java

Env
None

Source

GEPALocalOptimizerExample.java

No key Java

Local GEPA engine run

Command
npm run example -- java GEPALocalOptimizerExample.java

Env
None

Source

Other examples

SignatureSchemaExample.java

No key Java

Signature and schema smoke

Command
npm run example -- java SignatureSchemaExample.java

Env
None

Source

AxGenScriptedClientToolExample.java

No key Java

AxGen scripted client and tool

Command
npm run example -- java AxGenScriptedClientToolExample.java

Env
None

Source

How To Read These

  • No key examples use scripted clients, protocol adapters, or generated package tests.
  • Provider API examples make real HTTP calls and list the environment variables they normally need.
  • Generated language examples live under each package’s examples directory.
  • TypeScript examples live under src/examples.

Source

  • Catalog: npm run example -- list / scripts/run-example.mjs
  • Files: packages/java/examples
Docs
Start
Quick Start Examples
Concepts
DSPy Signatures Tools Agents MCP Optimization LLMs Telemetry
Subsystems
ai() LLM Models ax() Generation s() Signatures agent() Agents optimize() GEPA
Skills
Overview Quick Reference AI Audio Signatures Generation Flow Agent Agent RLM Memory & Skills Observability Agent Optimize GEPA Refinement
API Docs
ai() API ax() API s() API agent() API optimize() API