82trust / 100
Compress
by Maha Context Compiler in Onchain & crypto
x402 APIPassing, checked 3 h ago
Compress long documents and RAG inputs into token-budgeted, deduplicated context packs with source-linked provenance. Returns original and compiled token counts, so the saving is verifiable. Net-positive above N = fee / (r x p) tokens: r your reduction, p your input price. Extractive and budget-bound, so check includedPassages before relying on it. Ranks Latin, Cyrillic, Greek, Arabic and CJK; CJK coarser (bigrams). Not for tabular or heavily-structured payloads.
POST https://www.mahastrategies.com/api/v1/compress
Last 30 days
All checks passedSome failedAll failedNot checked
- Uptime
- 100%
- Response time
- 202 ms typical, 444 ms slowest 5%
- Last check
- 3 h ago
- Next check
- any minute now
How to call it
# See the payment challenge (nothing is charged)
curl -i -X POST "https://www.mahastrategies.com/api/v1/compress" \
-H "content-type: application/json" \
-d '{"budgetMode":"guaranteed","clientRequestId":"req_rag_release_001","documents":[{"id":"release-notes","text":"Release may proceed after the security owner attaches credential-rotation evidence. The production canary passed in every region.\n\nRoutine notes cover staffing, dashboards, meeting cadence, maintenance calendars, regional handoffs, historical capacity, and documentation formatting.","title":"Release notes"},{"id":"rollback-runbook","text":"Rollback if API errors exceed 2 percent for five minutes or payment failures breach the alert threshold. Restore the last-known-good deployment before reopening traffic.\n\nRoutine notes cover staffing, dashboards, meeting cadence, maintenance calendars, regional handoffs, historical capacity, and documentation formatting.","title":"Rollback runbook"}],"provenance":"compact","scoring":"bm25","task":"Find the release condition and rollback trigger while removing duplicate operational background.","tokenBudget":128}'import { wrapFetchWithPayment } from "@x402/fetch";
import { x402Client } from "@x402/core/client";
import { ExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";
const client = new x402Client().register(
"eip155:8453",
new ExactEvmScheme(privateKeyToAccount(process.env.AGENT_KEY)),
);
const pay = wrapFetchWithPayment(fetch, client);
// Not sure it's safe to pay? Preflight it first for $0.005:
// GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fwww.mahastrategies.com%2Fapi%2Fv1%2Fcompress
const res = await pay("https://www.mahastrategies.com/api/v1/compress", {
method: "POST",
headers: { "content-type": "application/json" },
body: JSON.stringify({"budgetMode":"guaranteed","clientRequestId":"req_rag_release_001","documents":[{"id":"release-notes","text":"Release may proceed after the security owner attaches credential-rotation evidence. The production canary passed in every region.\n\nRoutine notes cover staffing, dashboards, meeting cadence, maintenance calendars, regional handoffs, historical capacity, and documentation formatting.","title":"Release notes"},{"id":"rollback-runbook","text":"Rollback if API errors exceed 2 percent for five minutes or payment failures breach the alert threshold. Restore the last-known-good deployment before reopening traffic.\n\nRoutine notes cover staffing, dashboards, meeting cadence, maintenance calendars, regional handoffs, historical capacity, and documentation formatting.","title":"Rollback runbook"}],"provenance":"compact","scoring":"bm25","task":"Find the release condition and rollback trigger while removing duplicate operational background.","tokenBudget":128}),
});
console.log(await res.json());Example input
{
"budgetMode": "guaranteed",
"clientRequestId": "req_rag_release_001",
"documents": [
{
"id": "release-notes",
"text": "Release may proceed after the security owner attaches credential-rotation evidence. The production canary passed in every region.\n\nRoutine notes cover staffing, dashboards, meeting cadence, maintenance calendars, regional handoffs, historical capacity, and documentation formatting.",
"title": "Release notes"
},
{
"id": "rollback-runbook",
"text": "Rollback if API errors exceed 2 percent for five minutes or payment failures breach the alert threshold. Restore the last-known-good deployment before reopening traffic.\n\nRoutine notes cover staffing, dashboards, meeting cadence, maintenance calendars, regional handoffs, historical capacity, and documentation formatting.",
"title": "Rollback runbook"
}
],
"provenance": "compact",
"scoring": "bm25",
"task": "Find the release condition and rollback trigger while removing duplicate operational background.",
"tokenBudget": 128
}Example output
{
"clientRequestId": "req_rag_release_001",
"compiledContextStored": false,
"context": "# Context Pack\n\nTask: Find the release condition and rollback tr…",
"includedPassages": [
{
"passageHash": "sha256:4d5e66efdcf5f8dba63a89b40af6ce17f3f42948c48b731732e47f5dc…",
"passageId": "release-notes:1",
"sourceId": "release-notes",
"text": "Release may proceed after the security owner attaches credential…"
}
],
"inputHash": "sha256:288dd5cacd92158f9460346ba6e931f6d0d52f2598bd55e748fc30a18…",
"metrics": {
"compiledBytes": 461,
"compiledEstimatedTokens": 83,
"duplicatePassagesRemoved": 1,
"estimatedReductionPercent": 14.4,
"originalBytes": 606,
"originalEstimatedTokens": 97,
"sourceCount": 2,
"sourceCoveragePercent": 100,
"tokensSaved": 14
},
"outputHash": "sha256:80a337617475688482476a469f9fa7b489ef3e1ad15b4a9756fdc1aa7…",
"packId": "ctxpack_6a5464df2ce14e9b9e16571c7d814821",
"retentionBoundaries": {
"claimVerificationPerformed": false,
"completenessGuaranteed": false,
"evidenceRetention": "best_effort",
"hallucinationPreventionGuaranteed": false,
"selectionType": "extractive",
"tokenCountType": "model_neutral_estimate"
},
"sourceTextStored": false,
"sources": [
{
"includedEstimatedTokens": 21,
"includedPassageIds": [
"release-notes:1"
],
"originalEstimatedTokens": 44,
"passageCount": 2,
"sourceHash": "sha256:288ded29ae161d3d11effd7161edf7c51ef1320e7ba0a8d2feaaed7ab…",
"sourceId": "release-notes",
"title": "Release notes"
}
],
"task": "Find the release condition and rollback trigger while removing d…",
"tokenBudget": 128,
"version": "0.1.0",
"warningCodes": [
"model_neutral_token_estimates",
"extractive_selection_not_verification"
],
"warnings": [
"Token counts are model-neutral estimates, not provider tokenizer…"
]
}Security scan
- No findings. We scan names, descriptions and tool definitions for hidden instructions and other prompt-injection patterns.
Recent checks
| When | Result | HTTP | Time | Price |
|---|---|---|---|---|
| 3 h ago | Passed | 402 | 202 ms | $0.001 |
| 7 h ago | Passed | 402 | 75 ms | $0.001 |
| 10 h ago | Passed | 402 | 81 ms | $0.001 |
| 14 h ago | Passed | 402 | 113 ms | $0.001 |
| 17 h ago | Passed | 402 | 135 ms | $0.001 |
| 21 h ago | Passed | 402 | 178 ms | $0.001 |
| 25 h ago | Passed | 402 | 444 ms | $0.001 |
| 28 h ago | Passed | 402 | 345 ms | $0.001 |
| 33 h ago | Passed | 402 | 1.4 s | $0.001 |
| 35 h ago | Passed | 402 | 204 ms | $0.001 |
| 39 h ago | Passed | 402 | 337 ms | $0.001 |
| 44 h ago | Passed | 402 | 321 ms | $0.001 |