# ENTROPY.RIP Schema Transducer

> ENTROPY.RIP Schema Transducer is a paid API for AI agents from entropy.rip, paid per call via x402, $0.05/call, status unknown (last checked 2026-09-14).

Transforms raw unstructured text content into structured, schema-enforced JSON using LLM Structured Outputs

## Facts

- Endpoint: POST https://entropy.rip/api/schema/transduce
- Price: $0.05/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/entropy-rip-schema-transducer-425f8176
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_lCm0IBt3P4HFjWqEMAcNO

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability entropy-rip-schema-transducer-425f8176 -d '<json body>'
```

Example prompt: Take this raw customer feedback paragraph and extract it into structured JSON using this schema: {"name": "string", "sentiment": "string", "issues": ["string"], "rating": "number"} — here's the text: 'Hi I'm Jane, the checkout was broken and delivery took 3 weeks, I'd give it a 2 out of 10.'

## When to prefer this

Choose this endpoint when you have a known target JSON schema and raw unstructured text that needs to be shaped into it — ideal for parsing documents, emails, user inputs, or any natural language context into typed structured data. Prefer this over generic LLM calls when you need guaranteed schema conformance rather than freeform text output.

## Known failure modes

- Schema is invalid or malformed JSON — returns error indicating schema parse failure
- Content is too long or exceeds token limits — may return truncation or context error
- Schema fields cannot be inferred from the content — may return null/empty values for unmappable fields
- Downstream LLM unavailable — returns 503 or timeout error
- Payment not processed or insufficient USDC balance — returns 402 Payment Required

## How this service works

Transform raw unstructured context into schema-enforced JSON using LLM Structured Outputs

## Output

A JSON object that conforms exactly to the provided schema, populated with values extracted and inferred from the input unstructured content using LLM Structured Outputs. Fields are typed and validated against the schema.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "schema": {
   "type": "object",
   "description": "schema"
  },
  "content": {
   "type": "string",
   "description": "content"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "structured_data": {
   "extracted_name": "example"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/entropy-rip-schema-transducer-425f8176/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from entropy.rip](https://www.zero.xyz/host/entropy.rip/llms.txt)