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..
assets
assets
 
 
cpp
cpp
 
 
go
go
 
 
java
java
 
 
output
output
 
 
python
python
 
 
rust
rust
 
 
typescript
typescript
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
abort-patterns.ts
abort-patterns.ts
 
 
abort-simple.ts
abort-simple.ts
 
 
ace-train-inference.ts
ace-train-inference.ts
 
 
agent-grounded-audit.ts
agent-grounded-audit.ts
 
 
agent.ts
agent.ts
 
 
anthropic-thinking-function.ts
anthropic-thinking-function.ts
 
 
anthropic-thinking-separation.ts
anthropic-thinking-separation.ts
 
 
anthropic-web-search.ts
anthropic-web-search.ts
 
 
audio-chat.ts
audio-chat.ts
 
 
ax-flow-async-map.ts
ax-flow-async-map.ts
 
 
ax-flow-auto-parallel.ts
ax-flow-auto-parallel.ts
 
 
ax-flow-enhanced-demo.ts
ax-flow-enhanced-demo.ts
 
 
ax-flow-mermaid.ts
ax-flow-mermaid.ts
 
 
ax-flow-signature-inference.ts
ax-flow-signature-inference.ts
 
 
ax-flow-to-function.ts
ax-flow-to-function.ts
 
 
ax-flow.ts
ax-flow.ts
 
 
ax-multiservice-router.ts
ax-multiservice-router.ts
 
 
axagent-gepa-optimization.ts
axagent-gepa-optimization.ts
 
 
balancer.ts
balancer.ts
 
 
best-of-n.ts
best-of-n.ts
 
 
chat-log.ts
chat-log.ts
 
 
chrome-ai-chat.html
chrome-ai-chat.html
 
 
codingWithMemory.ts
codingWithMemory.ts
 
 
context-compression-live.ts
context-compression-live.ts
 
 
context-compression-spike.ts
context-compression-spike.ts
 
 
cors-proxy.js
cors-proxy.js
 
 
customer-support.ts
customer-support.ts
 
 
debug-logging.ts
debug-logging.ts
 
 
debug_schema.ts
debug_schema.ts
 
 
direct-respond-eval.ts
direct-respond-eval.ts
 
 
docker.ts
docker.ts
 
 
embed.ts
embed.ts
 
 
event-runtime-policies.ts
event-runtime-policies.ts
 
 
event-runtime-state.ts
event-runtime-state.ts
 
 
event-runtime.ts
event-runtime.ts
 
 
extract.ts
extract.ts
 
 
fibonacci.ts
fibonacci.ts
 
 
flow-type-inference-demo.ts
flow-type-inference-demo.ts
 
 
flow-type-safe-output.ts
flow-type-safe-output.ts
 
 
flow-verbose-logging.ts
flow-verbose-logging.ts
 
 
fluent-flow-example.ts
fluent-flow-example.ts
 
 
fluent-signature-example.ts
fluent-signature-example.ts
 
 
food-search-axgen.ts
food-search-axgen.ts
 
 
food-search.ts
food-search.ts
 
 
function-result-formatter.ts
function-result-formatter.ts
 
 
function-result-picker.ts
function-result-picker.ts
 
 
function.ts
function.ts
 
 
gemini-context-cache.ts
gemini-context-cache.ts
 
 
gemini-empty-params-function.ts
gemini-empty-params-function.ts
 
 
gemini-file-support.ts
gemini-file-support.ts
 
 
gemini-function-cache.ts
gemini-function-cache.ts
 
 
gemini-google-maps.ts
gemini-google-maps.ts
 
 
gepa-flow.ts
gepa-flow.ts
 
 
gepa-quality-vs-speed-optimization.ts
gepa-quality-vs-speed-optimization.ts
 
 
gepa-train-inference.ts
gepa-train-inference.ts
 
 
gepa.ts
gepa.ts
 
 
grok-live-search.ts
grok-live-search.ts
 
 
marketing.ts
marketing.ts
 
 
mcp-client-blender.ts
mcp-client-blender.ts
 
 
mcp-client-linear.ts
mcp-client-linear.ts
 
 
mcp-client-memory.ts
mcp-client-memory.ts
 
 
mcp-client-notion-http-oauth.ts
mcp-client-notion-http-oauth.ts
 
 
mcp-client-notion-sse-oauth.ts
mcp-client-notion-sse-oauth.ts
 
 
mcp-client-parallel.ts
mcp-client-parallel.ts
 
 
mcp-client-pipedream.ts
mcp-client-pipedream.ts
 
 
mcp-event-demo-server.ts
mcp-event-demo-server.ts
 
 
mcp-oauth-demo-as.ts
mcp-oauth-demo-as.ts
 
 
mcp-resource-wake-agent.ts
mcp-resource-wake-agent.ts
 
 
mcp-task-resume-flow.ts
mcp-task-resume-flow.ts
 
 
meetings.ts
meetings.ts
 
 
meta-muse.ts
meta-muse.ts
 
 
meta-voice-transcribe.ts
meta-voice-transcribe.ts
 
 
metrics-export.ts
metrics-export.ts
 
 
mipro_contextual_results.json
mipro_contextual_results.json
 
 
module-ranking-eval.ts
module-ranking-eval.ts
 
 
multi-modal.ts
multi-modal.ts
 
 
native-mcp-tools.ts
native-mcp-tools.ts
 
 
openai-compatible.ts
openai-compatible.ts
 
 
openai-responses.ts
openai-responses.ts
 
 
openai-web-search.ts
openai-web-search.ts
 
 
optimize.ts
optimize.ts
 
 
optimizer-metrics.ts
optimizer-metrics.ts
 
 
package.json
package.json
 
 
prime.ts
prime.ts
 
 
provider-profile-smoke.ts
provider-profile-smoke.ts
 
 
provider-profiles.ts
provider-profiles.ts
 
 
react.ts
react.ts
 
 
reasoning-o3-example.ts
reasoning-o3-example.ts
 
 
refine.ts
refine.ts
 
 
result-picker.ts
result-picker.ts
 
 

README.md

Ax Examples

Public examples live under src/examples/<language>/<group>/ and are generated from each file's ax-example metadata header. Every public example calls a real provider API and may require environment variables from the repo .env.

The public catalog currently requires beginner, intermediate, and advanced examples for each language in generation, short-agents, long-agents, flows, optimization, and audio. The long-agents group holds the flagship DSPy+RLM+Peek agents (large context, native tools at scale, and skills

  • memory) in all six languages. Add story: <number> to a header only when the example should appear in the website Advanced Start path.

List the current catalog:

npm run example -- list
npm run example -- list --json

Run an example from the repo root:

npm run example -- typescript src/examples/typescript/generation/axgen-openai.ts
npm run example -- python src/examples/python/generation/axgen-openai.py
npm run example -- java src/examples/java/generation/BasicGenerationExample.java
npm run example -- cpp src/examples/cpp/generation/basic_generation.cpp
npm run example -- go src/examples/go/generation/basic_generation.go
npm run example -- rust src/examples/rust/generation/basic_generation.rs

Internal generated package fixtures remain under packages/<language>/examples for AxIR verification, but they are not part of the public examples catalog.

Typesafe / Jev (TypeScript)

Example Purpose
typesafe.ts Boolean/class signatures, criteria, and provider-level trueThreshold
typesafe-native.ts Native Noul/Choice/Score, structured criteria, probabilities, and model discovery
typesafe-hybrid.ts Typesafe decisions followed by a generative summary
value-descriptions.ts One described signature through Typesafe and OpenAI

Run from the repo root with npm run tsx followed by the example path. The first two require TYPESAFE_API_KEY or TYPESAFE_APIKEY in .env; the last two also require OPENAI_API_KEY or OPENAI_APIKEY. See the Typesafe/Jev skill for supported outputs, native-only scoring, and question design.

Typesafe/Jev examples are available in every language’s generation directory: signature decisions with trueThreshold, native rich criteria and Score, and an explicit two-program hybrid reply. Set TYPESAFE_APIKEY; hybrid examples also need OPENAI_API_KEY or OPENAI_APIKEY. Run them with npm run example -- <language> <path>.