> ## Documentation Index
> Fetch the complete documentation index at: https://aisa.one/docs/llms.txt
> Use this file to discover all available pages before exploring further.

> ## Agent Instructions
> - Base URLs: models `https://api.aisa.one/v1` (Gemini GenerateContent: `https://api.aisa.one/v1beta`); data APIs `https://api.aisa.one/apis/v1`. The `servers` of each operation in https://aisa.one/openapi.yaml is authoritative.
> - Auth: `Authorization: Bearer $AISA_API_KEY`. Never print, log, or commit the key.
> - MCP (preferred for agents): `https://mcp.aisa.one/mcp`, signed in with OAuth, so there is no key to paste.
> - Agent Skill: `npx skills add AIsa-team/agent-skills --skill aisa`. Fallback with the AIsa CLI: `aisa skills install aisa`.
> - Spending: docs, https://aisa.one/models, https://aisa.one/api, `/v1/models`, and MCP `search`, `list_categories`, `get_details`, `batch_quote`, and the `account` operation are free. Quote the exact calls before running them (MCP `batch_quote`, CLI `aisa quote --json`). If the quote reports `auto_execute_eligible: true`, run it unless the user set a tighter limit or asked only for a quote. Otherwise, tell the user in one message the planned calls, the quoted price, and a total USD budget for the task, then wait for approval. Direct HTTP calls follow the stricter rule at https://aisa.one/docs/get-started/cli.md#direct-http-fallback. Do not make paid calls to test availability. Full rule: https://aisa.one/llms.txt

# Search the open web

> Inline Markdown, query fanout and larger searches are excluded because they change latency or price. Use an own raw tool for the full API.

<!-- aisa-pricing:start -->
按用量计费；默认请求预估费用：$0.002534 USD（不是固定价格）。 声明的单位费率：每 provider_credit $0.000001 USD。 最终费用以账户适用价格及实际结算为准。
<!-- aisa-pricing:end -->

## 请求规范

* **方法与路径:** POST /apis/v1/context-dev/web-search
* **可用状态:** enabled
* **请求 URL 模板:** `https://api.aisa.one/apis/v1/context-dev/web-search`
* **Runtime 事实版本:** 3068b7678674e2539daed47d533143c7d5bf21072a81e6aac34d7bd71ed57eb3

[完整 OpenAPI 定义](https://aisa.one/docs/reference-contracts/zh/context-dev.json)

有效请求与价格声明（包括认证和引用的 schema）：

```json theme={null}
{
  "operationId": "context-dev.web-search",
  "method": "POST",
  "path": "/apis/v1/context-dev/web-search",
  "servers": [
    {
      "url": "https://api.aisa.one"
    }
  ],
  "parameters": [],
  "security": [
    {
      "bearerAuth": []
    }
  ],
  "requestBody": {
    "required": true,
    "content": {
      "application/json": {
        "schema": {
          "type": "object",
          "properties": {
            "query": {
              "minLength": 1,
              "type": "string",
              "examples": [
                "site:docs.context.dev Context.dev API"
              ]
            },
            "numResults": {
              "enum": [
                10
              ],
              "maximum": 10,
              "minimum": 10,
              "type": "integer",
              "description": "The curated tool requests ten results at most, bounding the search at one credit."
            },
            "includeDomains": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "maxItems": 20
            },
            "excludeDomains": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "maxItems": 20
            }
          },
          "additionalProperties": false,
          "required": [
            "numResults",
            "query"
          ]
        }
      }
    }
  },
  "x-aisa-status": "enabled",
  "x-aisa-pricing": {
    "cost_contract": "response_units",
    "customer_multiplier": 1.0,
    "customer_pricing": "provider_cost_multiplier",
    "default_request_estimate_usd": 0.002534,
    "estimate_source": "profile_seed",
    "evidence_source": "response_header",
    "unit": "provider_credit",
    "unit_rate_usd": 1e-06
  },
  "components": {
    "securitySchemes": {
      "bearerAuth": {
        "scheme": "bearer",
        "type": "http"
      }
    }
  }
}
```

## 费用与请求规则

按用量计费；默认请求预估费用：\$0.002534 USD（不是固定价格）。 声明的单位费率：每 provider\_credit \$0.000001 USD。 最终费用以账户适用价格及实际结算为准。

公开参考值不是你的账户报价或最终扣费。对于支持 X-AISA-Cost-Mode: quote 的接口，执行前请针对完整请求获取免费报价；执行后通过响应费用元数据和 Usage Logs 核对结算费用。1 USD 等于 1,000,000 个整数 micro-USD。

* **默认请求参考估价（USD）:** 0.002534
* **声明的单位费率（USD）:** 1e-06
* **计费单位:** provider\_credit
* **计费依据:** response\_units
* **公开参考倍率:** 1.0
* **结算证据来源:** response\_header


## OpenAPI

````yaml reference-contracts/zh/context-dev.json POST /apis/v1/context-dev/web-search
openapi: 3.1.0
info:
  description: ''
  title: Context.dev
  version: '1'
  x-aisa-capabilities:
    idempotency: Idempotency-Key
    max_price: X-AISA-Max-Price-USD
    quote:
      header: X-AISA-Cost-Mode
      value: quote
  x-aisa-configured-paths:
    - /apis/v1/context-dev/extract-structured-web-data
    - /apis/v1/context-dev/get-brand
    - /apis/v1/context-dev/get-website-styleguide
    - /apis/v1/context-dev/search-brands
    - /apis/v1/context-dev/web-crawl
    - /apis/v1/context-dev/web-map
    - /apis/v1/context-dev/web-scrape
    - /apis/v1/context-dev/web-search
  x-aisa-document:
    facts_hash: 3068b7678674e2539daed47d533143c7d5bf21072a81e6aac34d7bd71ed57eb3
    generator_version: '3'
    protocol_version: '1'
    schema_version: '1'
    composer_version: '28'
    response_pending:
      - operation_id: context-dev.web-map
        path: /apis/v1/context-dev/web-map
        method: GET
        statuses:
          - '200'
        reason: public success response has no authoritative payload declaration
      - operation_id: context-dev.web-scrape
        path: /apis/v1/context-dev/web-scrape
        method: POST
        statuses:
          - '200'
        reason: public success response has no authoritative payload declaration
      - operation_id: context-dev.web-search
        path: /apis/v1/context-dev/web-search
        method: POST
        statuses:
          - '200'
        reason: public success response has no authoritative payload declaration
    document_hash: sha256:7e355df5f13590c3b7614e884779c7588201d481ec62bc5714c2f3403c0e9ae0
  x-aisa-plans:
    builder: 1
    display_plan: payg
    payg: 1
    similarweb_payg: 1
    team: 1
    version: e70a0959cd1b93b84ae16dffd7a538273ddb9c1d46277b82823c37ff1b6bc0fb
  x-aisa-provider: context-dev
  x-aisa-catalogs:
    context-dev:
      title: Context.dev
      description: ''
      x-aisa-document:
        facts_hash: 3068b7678674e2539daed47d533143c7d5bf21072a81e6aac34d7bd71ed57eb3
        generator_version: '3'
        protocol_version: '1'
        schema_version: '1'
      x-aisa-plans:
        builder: 1
        display_plan: payg
        payg: 1
        similarweb_payg: 1
        team: 1
        version: e70a0959cd1b93b84ae16dffd7a538273ddb9c1d46277b82823c37ff1b6bc0fb
      x-aisa-capabilities:
        idempotency: Idempotency-Key
        max_price: X-AISA-Max-Price-USD
        quote:
          header: X-AISA-Cost-Mode
          value: quote
servers:
  - url: https://api.aisa.one
security:
  - bearerAuth: []
paths:
  /apis/v1/context-dev/web-search:
    post:
      tags:
        - Context.dev
      summary: Search the open web
      description: >-
        Inline Markdown, query fanout and larger searches are excluded because
        they change latency or price. Use an own raw tool for the full API.


        <!-- aisa-pricing:start -->

        按用量计费；默认请求预估费用：$0.002534 USD（不是固定价格）。 声明的单位费率：每 provider_credit
        $0.000001 USD。 最终费用以账户适用价格及实际结算为准。

        <!-- aisa-pricing:end -->
      operationId: context-dev.web-search
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              properties:
                query:
                  minLength: 1
                  type: string
                  examples:
                    - site:docs.context.dev Context.dev API
                numResults:
                  enum:
                    - 10
                  maximum: 10
                  minimum: 10
                  type: integer
                  description: >-
                    The curated tool requests ten results at most, bounding the
                    search at one credit.
                includeDomains:
                  type: array
                  items:
                    type: string
                  maxItems: 20
                excludeDomains:
                  type: array
                  items:
                    type: string
                  maxItems: 20
              additionalProperties: false
              required:
                - numResults
                - query
      responses:
        '200':
          description: 成功响应
        default:
          content:
            application/json:
              schema: {}
          description: >-
            Error response; upstream passthrough responses may use provider
            formats
components:
  securitySchemes:
    bearerAuth:
      scheme: bearer
      type: http

````

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