RAG Web Browser
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Search the web or fetch direct URLs and return clean markdown for LLM/RAG pipelines. filters: domainAllowlist/Blocklist, minTextLength, keywordsAnyOf. No login, no cookies.
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from $1.00 / 1,000 results
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Crawler Bros
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You can access the RAG Web Browser programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.
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When `startUrls` is also set, both are processed.", "default": "what is retrieval augmented generation" }, "startUrls": { "title": "Start URLs", "type": "array", "description": "Direct URLs to fetch. When set, the actor skips Google search and fetches each URL directly.", "default": [], "items": { "type": "string" } }, "maxResults": { "title": "Max search results", "minimum": 1, "maximum": 100, "type": "integer", "description": "When `query` is a search term, how many top organic results to fetch.", "default": 3 }, "outputFormats": { "title": "Output formats", "type": "array", "description": "Which textual representations to include per page. Combine any of `markdown`, `text`, `html`.", "items": { "type": "string", "enum": [ "markdown", "text", "html" ], "enumTitles": [ "Markdown", "Plain text", "HTML" ] }, "default": [ "markdown" ] }, "requestTimeoutSecs": { "title": "Request timeout (seconds)", "minimum": 1, "maximum": 300, "type": "integer", "description": "Per-page HTTP timeout.", "default": 40 }, "scrapingTool": { "title": "Scraping tool", "enum": [ "raw-http", "browser-playwright" ], "type": "string", "description": "`raw-http` is fast (curl_cffi with chrome131 impersonation). `browser-playwright` runs a headless browser for JS-heavy pages.", "default": "raw-http" }, "removeElementsCssSelector": { "title": "Strip elements (CSS selector)", "type": "string", "description": "CSS selector matching elements to remove before extraction (e.g. `nav, footer, aside, .ad`). One comma-separated string.", "default": "nav, footer, aside, script, style, .ad, .advertisement, [aria-hidden='true']" }, "htmlTransformer": { "title": "HTML transformer", "enum": [ "none", "readable-text" ], "type": "string", "description": "`none` keeps full HTML; `readable-text` extracts the main article text (best for blog posts, news).", "default": "readable-text" }, "desiredConcurrency": { "title": "Desired concurrency", "minimum": 0, "maximum": 50, "type": "integer", "description": "How many URLs to fetch in parallel. Set 0 for auto.", "default": 5 }, "maxRequestRetries": { "title": "Max retries per URL", "minimum": 0, "maximum": 5, "type": "integer", "description": "Retries on transient HTTP failures (429/5xx).", "default": 2 }, "dynamicContentWaitSecs": { "title": "Dynamic content wait (seconds)", "minimum": 0, "maximum": 60, "type": "integer", "description": "When `scrapingTool=browser-playwright`, how long to wait for JS-loaded content.", "default": 5 }, "removeCookieWarnings": { "title": "Remove cookie warnings", "type": "boolean", "description": "When true, dismisses common cookie/consent dialogs in browser mode.", "default": true }, "useApifyProxy": { "title": "Use Apify proxy", "type": "boolean", "description": "Route requests through Apify proxy. Recommended for Google search and some target sites.", "default": true }, "domainAllowlist": { "title": "Domain allowlist", "type": "array", "description": "Only emit pages whose host contains one of these substrings (case-insensitive).", "default": [], "items": { "type": "string" } }, "domainBlocklist": { "title": "Domain blocklist", "type": "array", "description": "Drop pages whose host contains one of these substrings.", "default": [], "items": { "type": "string" } }, "minTextLength": { "title": "Min text length", "minimum": 0, "maximum": 1000000, "type": "integer", "description": "Drop pages with fewer than N characters of extracted text. Filters out thin / parking-page results." }, "excludeContentSelectors": { "title": "Exclude content selectors", "type": "array", "description": "Additional CSS selectors to strip — extends `removeElementsCssSelector`.", "default": [], "items": { "type": "string" } }, "keywordsAnyOf": { "title": "Must contain (any-of)", "type": "array", "description": "Only emit pages whose extracted text contains at least one of these keywords (case-insensitive).", "default": [], "items": { "type": "string" } } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } }}OpenAPI is a standard for designing and describing RESTful APIs, allowing developers to define API structure, endpoints, and data formats in a machine-readable way. It simplifies API development, integration, and documentation.
OpenAPI is effective when used with AI agents and GPTs by standardizing how these systems interact with various APIs, for reliable integrations and efficient communication.
By defining machine-readable API specifications, OpenAPI allows AI models like GPTs to understand and use varied data sources, improving accuracy. This accelerates development, reduces errors, and provides context-aware responses, making OpenAPI a core component for AI applications.
You can download the OpenAPI definitions for RAG Web Browser from the options below:
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