LLM Output Formats 💻

To properly train LLMs, a lot of high quality unbiased data is needed. There is a lot of public data that is relevant for LLMs, but at times, that data can be too noisy and too large. Luckily, we have a solution. One that gathers large-scale data and cleans it by removing irrelevant or duplicate content. The result - structured format responses, that can be used to train LLMs effectively. Simply add the parameter output_format=text or output_format=markdown to the request structure. Here are some examples:

  • API REQUEST

try {
String apiKey = "API_KEY";
String url = "https://api.scraperapi.com?api_key=" + apiKey + "&output_format=OUTPUT_FORMAT&url=https://www.google.com/search?q=Carglass+GmbH+Halle+%28Saale%29+%28Stadtbezirk+Nord%29&hl=en";
URL urlForGetRequest = new URL(url);
String readLine = null;
HttpURLConnection connection = (HttpURLConnection) urlForGetRequest.openConnection();
connection.setRequestMethod("GET");
int responseCode = connection.getResponseCode();
if (responseCode == HttpURLConnection.HTTP_OK) {
BufferedReader in = new BufferedReader(new InputStreamReader(connection.getInputStream()));
StringBuffer response = new StringBuffer();
while ((readLine = in.readLine()) != null) {
response.append(readLine);
}
in.close();
System.out.println(response.toString());
} else {
throw new Exception("Error in API Call");
}
} catch (Exception ex) {
ex.printStackTrace();
}
}
}
  • ASYNC REQUEST

try {
String apiKey = "API_KEY";
String urlString = "https://async.scraperapi.com/jobs";
String jsonInputString = "{\"apiKey\": \"" + apiKey + "\", \"apiParams\": {\"output_format\": \"OUTPUT_FORMAT\"}, \"url\": \"https://www.google.com/search?q=Carglass+GmbH+Halle+%28Saale%29+%28Stadtbezirk+Nord%29&hl=en\"}";
URL url = new URL(urlString);
HttpURLConnection connection = (HttpURLConnection) url.openConnection();
connection.setRequestMethod("POST");
connection.setRequestProperty("Content-Type", "application/json");
connection.setDoOutput(true);
try (OutputStream os = connection.getOutputStream()) {
byte[] input = jsonInputString.getBytes("utf-8");
os.write(input, 0, input.length);
}
int responseCode = connection.getResponseCode();
BufferedReader in = new BufferedReader(new InputStreamReader(connection.getInputStream()));
String inputLine;
StringBuilder response = new StringBuilder();
while ((inputLine = in.readLine()) != null) {
response.append(inputLine);
}
in.close();
System.out.println("Response Code: " + responseCode);
System.out.println("Response: " + response.toString());
} catch (Exception e) {
e.printStackTrace();
}
}
}
  • PROXY MODE - COMING SOON!

Sample Response

Markdown:

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