Parasol AI Developer Workflow - 60 minutes

parasol-app-user1

Please clarify the policy coverage for this specific claim in less than 5 lines.

git checkout -b new-gen-ai-service

./mvnw clean quarkus:dev

package org.parasol.model;

public record Email(String text) { }

package org.parasol.model;

public record EmailResponse(String subject, String message) { }

package org.parasol.ai;

import org.parasol.model.EmailResponse;

import dev.langchain4j.service.SystemMessage;
import dev.langchain4j.service.UserMessage;
import io.quarkiverse.langchain4j.RegisterAiService;

@RegisterAiService(modelName = "parasol-email") (1)
public interface EmailService {
    @SystemMessage(""" (2)
      You are a helpful, respectful and honest assistant named "Parasol Assistant".

      You work for Parasol Insurance.

      Your response must look like the following JSON:

      {
        "subject": "Subject of your response, suitable to use as an email subject line.",
        "message": "Response text that summarizes the information they gave, and asks for any other missing information needed from Parasol."
      }
      """)
    EmailResponse chat(@UserMessage String claim); (3)
}

package org.parasol.resources;

import jakarta.inject.Inject;
import jakarta.ws.rs.Consumes;
import jakarta.ws.rs.POST;
import jakarta.ws.rs.Path;
import jakarta.ws.rs.Produces;
import jakarta.ws.rs.core.MediaType;

import org.parasol.ai.EmailService;
import org.parasol.model.Email;
import org.parasol.model.EmailResponse;

@Produces(MediaType.APPLICATION_JSON)
@Path("/api/email") (1)
public class EmailResource {

    @Inject
    EmailService bot;

    @POST
    @Consumes(MediaType.APPLICATION_JSON)
    public EmailResponse getresponse(Email claimEmail) {
        return bot.chat(claimEmail.text());
    }
}

quarkus.langchain4j.parasol-email.chat-model.provider=openai(1)
quarkus.langchain4j.openai.parasol-email.chat-model.temperature=0.3(2)
quarkus.langchain4j.openai.parasol-email.timeout=600s(3)
quarkus.langchain4j.openai.parasol-email.chat-model.model-name=parasol-instruct(4)
quarkus.langchain4j.openai.parasol-email.base-url=http://parasol-instruct-predictor.aiworkshop.svc.cluster.local:8080/v1(5)

import config from '@app/config';
import { Button, Form, FormGroup, TextArea, Spinner } from '@patternfly/react-core';
import * as React from 'react';
import { useState } from 'react';

interface ResponseData {
    subject: string;
    message: string;
  }

const EmailGenerate: React.FunctionComponent = () => {

    const [text, setText] = useState('');
    const [error, setError] = useState('');
    const [response, setResponse] = useState<ResponseData | null>(null);
    const [loading, setLoading] = useState(false);

    const handleSubmit = async (event: React.FormEvent) => {
      event.preventDefault();
      setLoading(true);

      try {
        const response = await fetch('/api/email', {
          method: 'POST',
          headers: {
            'Content-Type': 'application/json'
          },
          body: JSON.stringify({ text: text })
        });
        console.log("response: ");
        console.log(response);
        if (response.ok) {
          const data = await response.json();
          setResponse(data);
          setError('');
        } else {
          setError('Error: Failed to fetch response from server.');
        }
      } catch (error) {
        setError('Error!');
      } finally {
        setLoading(false);
      }

    };

    return (
        <div style={{ display: 'flex', justifyContent: 'center', alignItems: 'center', height: '100vh' }}>

        <Form onSubmit={handleSubmit} style={{ width: '800px', textAlign: 'center' }}>
        <FormGroup label="Your Feedback" fieldId="text-area">
          <TextArea
            onChange={(value) => setText(value.target.value)}
            name="textArea"
            id="text-area"
            aria-label="Your feedback"
            placeholder="Enter customer email content here"
            style={{ width: '100%' }}
          />
        </FormGroup>
        <Button type="submit">Submit</Button>
        {loading && <Spinner style={{justifyContent: 'center', alignItems: 'center'}} size="lg" />}
        {response && (
          <div id="email-response" style={{ marginTop: '20px', color: 'blue', textAlign: 'left', width: '100%' }}>
            <div id="email-response-subject" style={{ fontWeight: 'bold', fontFamily: 'Arial' }}>Subject: {response.subject}</div>
            <pre id="email-response-message" style={{ whiteSpace: 'pre-wrap', wordWrap: 'break-word', fontFamily: 'monospace', border: '1px solid black', padding: '10px' }}>
              {response.message}
            </pre>
          </div>
        )}

        {error && (
            <div style={{ marginTop: '20px', color: 'red', textAlign: 'left', width: '100%' }}>{error}</div>
        )}

      </Form>
    </div>

    )
}

export { EmailGenerate };

    Dear Parasol Insurance Team,

    My name is Dominic Toretto.

    I hope this email finds you well. I'm reaching out to file a claim regarding a recent incident involving my car, which is covered under my policy with Parasol. The accident occurred last night on the streets of Los Angeles, and I wanted to provide you with all the necessary details.

    Location: The accident took place at the intersection of Sunset Boulevard and Vine Street in downtown Los Angeles. It was one of those crazy nights, where the streets were alive with the sound of engines and the glow of neon lights.

    Circumstances: So, here's the deal. I was out cruising with the crew, enjoying the vibe of the city, when suddenly we found ourselves in the middle of a high-speed chase. There was this dude, let's call him Johnny Tran for the sake of this email, who thought he could outmaneuver us. Little did he know, we don't play by the rules.

    Anyway, Johnny pulled some slick moves, cutting through traffic like a bat outta hell. Naturally, being the king of the streets that I am, I had to show him what real speed looks like. So, I hit the nitrous and went full throttle.

    But then, outta nowhere, this semi-truck decided to make a left turn without signaling. I had to make a split-second decision, and I ended up launching my car off a ramp, trying to clear the truck like we're in one of those crazy action flicks. It was like something straight outta the movies, I tell ya.

    Long story short, the stunt didn't exactly go as planned. My car ended up crashing into a billboard, flipping over a couple of times before finally coming to a stop. Yeah, it was a total wreck. But hey, at least we walked away without a scratch, just a little shaken, not stirred, if you catch my drift.

    Damage: As for the damage to my car, let's just say its gonna need more than a few wrenches and some duct tape to fix this baby up. The front end is smashed in, the windows are shattered, and I''m pretty sure the chassis is twisted beyond recognition. It''s gonna take a miracle to get her back on the road.

    I understand that accidents happen, but Im counting on Parasol to have my back in times like these. Ive been a loyal customer for years, and I trust that you'll handle my claim with the same speed and precision that I handle my rides.

    Please let me know what steps I need to take to get the ball rolling on this claim. I'm ready to do whatever it takes to get my car back in top shape and back on the streets where it belongs.

    Looking forward to hearing from you soon.