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Orbonomy LLM Batch Processing
x402
Orbonomy LLM Batch Processing is a paid API for AI agents from api.orbonomy.xyz, paid per call via x402, $0.1/call, status unknown (last checked 2026-09-15).
Processes multiple LLM prompts in a single batch request using a shared system prompt via the x402 pay-per-call protocol
Price / call$0.1
Success—
StatusUnknown
How this service works
50+ pay-per-call API endpoints across accommodation, AI, content, fact-checking, and data services. Powered by x402 protocol.
Output
Returns a JSON object with a 'success' boolean indicating whether the batch completed, along with the LLM-generated responses for each item submitted in the batch.
Example use cases
Classify customer feedback in bulk
“Take these 20 support tickets and batch-process them with the system prompt 'Categorize each ticket as bug, feature request, or general feedback.' Then give me all the categorized results at once.”
Generate SEO metadata for articles
“I have 15 blog posts that need meta descriptions. Run them all through a batch job with the system prompt 'Write a compelling meta description under 160 characters for SEO.' and return all the outputs together.”
Extract structured data from documents
“Process this stack of 30 invoice PDFs using a batch prompt with the system instruction 'Extract vendor name, invoice number, and total amount from each document.' Give me all 30 results in one call.”
Technical details
Endpoint
POSThttps://api.orbonomy.xyz/api/llm/batchWhen to prefer
Choose this endpoint when you need to run the same LLM system prompt across multiple inputs in a single API call, reducing round-trip overhead. Particularly useful for agents automating content transformation, classification, or rewriting pipelines across many data points. Prefer over single-call LLM endpoints when you have 2+ items to process with a shared instruction context and want to minimize API calls and total cost.
Side effects
- Missing required 'items' array returns 400 validation error
- Missing required 'system_prompt' returns 400 validation error
- Empty items array may return success:false or empty results
- Payment failure via x402 protocol returns 402 Payment Required
- Oversized batch may timeout or return partial results
- Malformed item objects in the array may cause processing errors
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| itemsrequired | array | |
| system_promptrequired | string |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| success | boolean |
Tags
x402
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