/*
* Run with your own PDF or use the sample Amtrak-Financials file
* provided in this repo.
*/
async static Task Main(string[] args)
{
if (args.Length == 0)
{
Console.WriteLine("Please provide the filepath of a PDF to OCR");
Environment.Exit(0);
}
IndicoConfig config = new IndicoConfig(
host: "app.indico.io"
);
IndicoClient client = new IndicoClient(config);
JObject extractConfig = new JObject()
{
{ "preset_config", "standard" }
};
DocumentExtraction ocrQuery = client.DocumentExtraction(extractConfig);
Job job = await ocrQuery.Exec(args[0]);
JObject result = await job.Result();
string url = (string)result.GetValue("url");
Blob blob = await client.RetrieveBlob(url).Exec();
Console.WriteLine(blob.AsJSONObject());
}
async static Task Main(string[] args)
{
IndicoConfig config = new IndicoConfig(
host: "app.indico.io"
);
IndicoClient client = new IndicoClient(config);
string query = @"
query GetDatasets {
datasets {
id
name
status
rowCount
numModelGroups
modelGroups {
id
}
}
}
";
GraphQLRequest request = client.GraphQLRequest(query, "GetDatasets");
JObject response = await request.Call();
Console.WriteLine(response);
}
static void Main(string[] args)
{
IndicoConfig config = new IndicoConfig(host: "app.indico.io");
IndicoClient client = new IndicoClient(config);
getDatasets(client);
getModelGroup(client, 4415);
}
/*
* Get the progress (% complete) of a training model group. This
* is handy as some sequence models can take a very long time (hours)
* to train. Pass your model's Model Group ID on the command line.
* You can find the model group ID on your model's Review page.
*/
private static async Task Main(string[] args)
{
if (args.Length == 0)
{
Console.WriteLine("Please provide a model group id");
Environment.Exit(0);
}
int mgId = Int32.Parse(args[0]);
var config = new IndicoConfig(
host: "app.indico.io"
);
var client = new IndicoClient(config);
var mg = await client.ModelGroupQuery(mgId).Exec();
var trainingStatus = await client.TrainingModelWithProgressQuery(mg).Exec();
Console.WriteLine(mg.Name);
Console.WriteLine(trainingStatus);
}
/*
* To actually run this example, you need to train a classifier in
* the Indico IPA Platform using the reviews.csv file included in
* this repo. After the model is trained, just pass its model group
* ID into this sample as a command line arg. You can find the model
* group ID on your trained model's Review page.
*/
private static async Task Main(string[] args)
{
int mgId = -1;
if (args.Length != 1)
{
Console.WriteLine("Please provide model group and selected model IDs");
System.Environment.Exit(0);
}
else
{
mgId = Int32.Parse(args[0]);
}
var config = new IndicoConfig(
host: "app.indico.io"
);
var client = new IndicoClient(config);
var mg = await client.ModelGroupQuery(mgId).Exec();
// Load Model
string status = await client.ModelGroupLoad(mg).Exec();
var reviews = new List <string>()
{
"This was the best food of our trip. Fantastic experience!",
"The service was rude and the food was awful. Don\'t waste your time!"
};
var job = await client.ModelGroupPredict(mg).Data(reviews).Exec();
var jobResult = await job.Results();
Console.WriteLine(jobResult);
}
public Application(string token, string host)
{
IndicoConfig config = new IndicoConfig(host: host, apiToken: token);
Client = new IndicoClient(config);
}
