Api Endpoint

Tanod mlpeek

mlpeek (Tanod) rerank: up to 100 documents scored against a query (cross-encoder). Use when an agent has candidate documents for a query and must order them by relevance.

Open interactive test console

Offering

Provider
tanod.dev
Method
POST
Offering type
Api Endpoint
Transport type
http
Category
Web Search Research
Delivery
Not provided
Pricing model
Not provided
x402 version
2

Endpoint context

URL
https://tanod.dev/v1/rerank
MIME type
application/json
First seen
2026-10-16T01:51:02.144Z
Last seen
Tags
rerank, cross-encoder, relevance, search-ranking, mlpeek, embeddings, ner, zero-shot, multimodal-embeddings

Payment pricing

x402 payment terms are the authoritative price for calling this endpoint.

Payment option 1
0.002 USDC
Atomic price: 2000 · Network: eip155:8453 · Asset: USDC · Scheme: exact
Payment option 2
0.002 USDC
Atomic price: 2000 · Network: eip155:137 · Asset: USDC · Scheme: exact
Payment option 3
0.002 USDC
Atomic price: 2000 · Network: solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp · Asset: USDC · Scheme: exact
Payment option 4
0.002 USDC
Atomic price: 2000000000000000 · Network: eip155:56 · Asset: USDC · Scheme: exact
Payment option 5
0.002 USDC
Atomic price: 2000 · Network: eip155:42161 · Asset: USDC · Scheme: exact
Payment option 6
0.002 USDC
Atomic price: 2000 · Network: eip155:8453 · Asset: USDC · Scheme: exact
Payment option 7
0.002 USDC
Atomic price: 2000 · Network: eip155:137 · Asset: USDC · Scheme: exact
Raw x402 terms
[
  {
    "scheme": "exact",
    "network": "eip155:8453",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "amount": "2000",
    "payTo": "0x593857A4a4F619543ea12394137C3004ce841720"
  },
  {
    "scheme": "exact",
    "network": "eip155:137",
    "asset": "0x3c499c542cEF5E3811e1192ce70d8cC03d5c3359",
    "amount": "2000",
    "payTo": "0x593857A4a4F619543ea12394137C3004ce841720"
  },
  {
    "scheme": "exact",
    "network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
    "asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
    "amount": "2000",
    "payTo": "RMk9k3VC8dr4hhjgFh88rGhjAbzfBzHxJJ5n2fTcqus"
  },
  {
    "scheme": "exact",
    "network": "eip155:56",
    "asset": "0x8AC76a51cc950d9822D68b83fE1Ad97B32Cd580d",
    "amount": "2000000000000000",
    "payTo": "0x593857A4a4F619543ea12394137C3004ce841720"
  },
  {
    "scheme": "exact",
    "network": "eip155:42161",
    "asset": "0xaf88d065e77c8cC2239327C5EDb3A432268e5831",
    "amount": "2000",
    "payTo": "0x593857A4a4F619543ea12394137C3004ce841720"
  },
  {
    "scheme": "exact",
    "network": "eip155:8453",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "amount": "2000",
    "payTo": "0x593857A4a4F619543ea12394137C3004ce841720"
  },
  {
    "scheme": "exact",
    "network": "eip155:137",
    "asset": "0x3c499c542cEF5E3811e1192ce70d8cC03d5c3359",
    "amount": "2000",
    "payTo": "0x593857A4a4F619543ea12394137C3004ce841720"
  }
]

Observed health

Status
Healthy
Latest latency
562 ms
Average latency
696 ms
HTTP status
204
Last checked
Reachability
100% over 12 checks

Latency is measured to the first response headers. A reachable result does not verify response accuracy or merchant identity.

Input schema

{
  "type": "object",
  "properties": {
    "type": {
      "type": "string",
      "const": "http"
    },
    "method": {
      "type": "string",
      "enum": [
        "POST"
      ]
    },
    "bodyType": {
      "type": "string",
      "enum": [
        "json",
        "form-data",
        "text"
      ]
    },
    "body": {
      "additionalProperties": false,
      "properties": {
        "query": {
          "description": "The query (at most 2,000 characters).",
          "maxLength": 2000,
          "minLength": 1,
          "type": "string"
        },
        "documents": {
          "description": "1-100 documents, each at most 4,000 characters.",
          "items": {
            "maxLength": 4000,
            "minLength": 1,
            "type": "string"
          },
          "maxItems": 100,
          "minItems": 1,
          "type": "array"
        },
        "top_k": {
          "anyOf": [
            {
              "maximum": 100,
              "minimum": 1,
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "description": "Keep the best k (default: all, ranked)."
        }
      },
      "required": [
        "query",
        "documents"
      ],
      "type": "object"
    }
  },
  "required": [
    "type",
    "method",
    "bodyType",
    "body"
  ],
  "additionalProperties": false
}

Output schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "properties": {
    "input": {
      "additionalProperties": false,
      "properties": {
        "body": {
          "additionalProperties": false,
          "properties": {
            "documents": {
              "description": "1-100 documents, each at most 4,000 characters.",
              "items": {
                "maxLength": 4000,
                "minLength": 1,
                "type": "string"
              },
              "maxItems": 100,
              "minItems": 1,
              "type": "array"
            },
            "query": {
              "description": "The query (at most 2,000 characters).",
              "maxLength": 2000,
              "minLength": 1,
              "type": "string"
            },
            "top_k": {
              "anyOf": [
                {
                  "maximum": 100,
                  "minimum": 1,
                  "type": "integer"
                },
                {
                  "type": "null"
                }
              ],
              "default": null,
              "description": "Keep the best k (default: all, ranked)."
            }
          },
          "required": [
            "query",
            "documents"
          ],
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "properties": {
            "max_tokens_per_pair": {
              "type": "integer"
            },
            "model": {
              "properties": {
                "alias": {
                  "type": "string"
                },
                "id": {
                  "type": "string"
                },
                "license": {
                  "type": "string"
                },
                "revision": {
                  "type": "string"
                },
                "source": {
                  "type": "string"
                }
              },
              "required": [
                "id",
                "source",
                "license"
              ],
              "type": "object"
            },
            "note": {
              "type": "string"
            },
            "results": {
              "items": {
                "properties": {
                  "index": {
                    "type": "integer"
                  },
                  "logit": {
                    "type": "number"
                  },
                  "rank": {
                    "type": "integer"
                  },
                  "score": {
                    "type": "number"
                  },
                  "tokens": {
                    "type": "integer"
                  },
                  "truncated": {
                    "type": "boolean"
                  }
                },
                "required": [
                  "index",
                  "rank",
                  "score"
                ],
                "type": "object"
              },
              "type": "array"
            },
            "usage": {
              "type": "object"
            }
          },
          "required": [
            "model",
            "results"
          ],
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}