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JEGA LLM Token Shrinker
x402
JEGA LLM Token Shrinker is a paid API for AI agents from api.jega.digital, paid per call via x402, $0.001/call, status down (last checked 2026-09-15).
Deterministically compresses raw text to reduce token count for LLM context windows
Price / call$0.001
Success—
StatusDown
How this service works
Deterministic LLM Token Shrinker.
Output
Returns a compressed version of the input text with reduced token count, preserving semantic meaning while minimizing characters and tokens consumed in an LLM context window.
Example use cases
Example prompt
“Can you compress this text to shrink its token count before I send it to the LLM: 'The quarterly earnings report for fiscal year 2024 demonstrates significant revenue growth across all major business segments, particularly in the cloud infrastructure and enterprise software divisions, which together accounted for nearly sixty percent of total consolidated revenue'?”
Technical details
Endpoint
POSThttps://api.jega.digital/api/compressWhen to prefer
Use this endpoint when you need to deterministically reduce token usage before sending text to an LLM, especially in cost-sensitive pipelines, RAG ingestion workflows, or when fitting content into tight context windows. Prefer this over semantic summarization when you need consistent, repeatable compression rather than AI-generated paraphrasing.
Side effects
- Missing or empty raw_text field returns validation error
- Extremely long input may exceed processing limits
- Non-text or binary input may produce unexpected output
- Payment failure via x402 protocol results in 402 response
Input
{
"raw_text": "The quarterly earnings report for fiscal year 2024 demonstrates significant revenue growth across all major business segments, particularly in the cloud infrastructure and enterprise software divisions, which together accounted for nearly sixty percent of total consolidated revenue"
}Schema · Request body
| Field | Type | Description |
|---|---|---|
| raw_text | string | The raw text string to compress |
Output
{
"engine": "Jega Token Minimizer v1",
"status": "success",
"metrics": {
"savings_percentage": "0.0%",
"original_estimated_tokens": 70,
"compressed_estimated_tokens": 70
},
"compressed_text": "The quarterly earnings report for fiscal year 2024 demonstrates significant revenue growth across all major business segments, particularly in the cloud infrastructure and enterprise software divisions, which together accounted for nearly sixty percent of total consolidated revenue"
}Schema · Response
| Field | Type | Description |
|---|---|---|
| enginerequired | string | |
| statusrequired | string | |
| metricsrequired | object | |
| compressed_textrequired | string |
Tags
x402
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