Passthrough use case
import requests
url = "https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}"
payload = {
"batch": [{ "text": "who was the first president of the USA?" }],
"useCaseConfig": { "useSystemPrompt": True }
}
headers = {
"Authorization": "<authorization>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)HttpResponse<String> response = Unirest.post("https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}")
.header("Authorization", "<authorization>")
.header("Content-Type", "application/json")
.body("{\n \"batch\": [\n {\n \"text\": \"who was the first president of the USA?\"\n }\n ],\n \"useCaseConfig\": {\n \"useSystemPrompt\": true\n }\n}")
.asString();const options = {
method: 'POST',
headers: {Authorization: '<authorization>', 'Content-Type': 'application/json'},
body: JSON.stringify({
batch: [{text: 'who was the first president of the USA?'}],
useCaseConfig: {useSystemPrompt: true}
})
};
fetch('https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));require 'uri'
require 'net/http'
url = URI("https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = '<authorization>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"batch\": [\n {\n \"text\": \"who was the first president of the USA?\"\n }\n ],\n \"useCaseConfig\": {\n \"useSystemPrompt\": true\n }\n}"
response = http.request(request)
puts response.read_bodypackage main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}"
payload := strings.NewReader("{\n \"batch\": [\n {\n \"text\": \"who was the first president of the USA?\"\n }\n ],\n \"useCaseConfig\": {\n \"useSystemPrompt\": true\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "<authorization>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'batch' => [
[
'text' => 'who was the first president of the USA?'
]
],
'useCaseConfig' => [
'useSystemPrompt' => true
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: <authorization>",
"Content-Type: application/json"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}curl --request POST \
--url https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID} \
--header 'Authorization: <authorization>' \
--header 'Content-Type: application/json' \
--data '
{
"batch": [
{
"text": "who was the first president of the USA?"
}
],
"useCaseConfig": {
"useSystemPrompt": true
}
}
'{
"predictions": [
{
"tokensUsed": {
"promptTokens": 58,
"completionTokens": 34,
"totalTokens": 92
},
"response": "The first President of the United States of America was George Washington. He served from April 30, 1789, to March 4, 1797."
}
]
}Passthrough use case
The passthrough use case lets you use the service as a proxy to the large language model (LLM). The service sends text (no additional prompts or other information) to the LLM and returns a response.
POST
/
ai
/
prediction
/
passthrough
/
{MODEL_ID}
Passthrough use case
import requests
url = "https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}"
payload = {
"batch": [{ "text": "who was the first president of the USA?" }],
"useCaseConfig": { "useSystemPrompt": True }
}
headers = {
"Authorization": "<authorization>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)HttpResponse<String> response = Unirest.post("https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}")
.header("Authorization", "<authorization>")
.header("Content-Type", "application/json")
.body("{\n \"batch\": [\n {\n \"text\": \"who was the first president of the USA?\"\n }\n ],\n \"useCaseConfig\": {\n \"useSystemPrompt\": true\n }\n}")
.asString();const options = {
method: 'POST',
headers: {Authorization: '<authorization>', 'Content-Type': 'application/json'},
body: JSON.stringify({
batch: [{text: 'who was the first president of the USA?'}],
useCaseConfig: {useSystemPrompt: true}
})
};
fetch('https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));require 'uri'
require 'net/http'
url = URI("https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = '<authorization>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"batch\": [\n {\n \"text\": \"who was the first president of the USA?\"\n }\n ],\n \"useCaseConfig\": {\n \"useSystemPrompt\": true\n }\n}"
response = http.request(request)
puts response.read_bodypackage main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}"
payload := strings.NewReader("{\n \"batch\": [\n {\n \"text\": \"who was the first president of the USA?\"\n }\n ],\n \"useCaseConfig\": {\n \"useSystemPrompt\": true\n }\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "<authorization>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID}",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'batch' => [
[
'text' => 'who was the first president of the USA?'
]
],
'useCaseConfig' => [
'useSystemPrompt' => true
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: <authorization>",
"Content-Type: application/json"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}curl --request POST \
--url https://{APPLICATION_ID}.applications.lucidworks.com/ai/prediction/passthrough/{MODEL_ID} \
--header 'Authorization: <authorization>' \
--header 'Content-Type: application/json' \
--data '
{
"batch": [
{
"text": "who was the first president of the USA?"
}
],
"useCaseConfig": {
"useSystemPrompt": true
}
}
'{
"predictions": [
{
"tokensUsed": {
"promptTokens": 58,
"completionTokens": 34,
"totalTokens": 92
},
"response": "The first President of the United States of America was George Washington. He served from April 30, 1789, to March 4, 1797."
}
]
}Headers
Body
application/json
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