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HELPDESK.AI Test User Inputs (20-30 Cases)

A comprehensive dataset for stress-testing the AI's classification, NER, and summarization engines.

1. Professional & Technical Inputs

  1. Case 1 (Standard): "I am experiencing intermittent connectivity drops on the SQL production cluster. The latency spikes every 15 minutes, affecting the application's response time. Please investigate the network routing."
  2. Case 2 (Detailed): "Requesting a priority account unlock for user id 'admin_ritesh'. The MFA token is not synchronizing with the server auth-srv-02. This is blocking the quarterly financial deployment."
  3. Case 3 (Software): "The CRM application is throwing a 'NullPointerException' at the login module after the v2.4.1 update. Log files attached. Need a rollback or urgent patch."
  4. Case 4 (Access): "New employee onboarding: Please grant Read/Write access to the git-repo-main for user ritesh@helpdesk.ai. Department: DevOps."
  5. Case 5 (Network): "Firewall block detected on port 443 for the IP range 172.16.254.120/24. We are unable to reach the external payment gateway."

2. Tough & Difficult Inputs (Edge Cases)

  1. Case 6 (Ambiguous): "It's not working again. I tried the thing from last time but the screen just stayed blank. I have a meeting in 5 minutes. FIX THIS NOW!" (Testing 'General/Low Confidence' handling)
  2. Case 7 (Multi-Issue): "My mouse is broken, the internet is slow, and I can't find the link to the HR portal. Also, someone spilled coffee on the printer." (Testing multi-entity extraction)
  3. Case 8 (Very Long/Vague): "I was sitting at my desk, and I noticed that the fan on my laptop was making a noise, then I opened Chrome, then it crashed, but then I realized I hadn't updated my password in 3 months. Now I'm locked out but I think the fan is still the main problem." (Testing summarization and priority logic)
  4. Case 9 (Technical Jargon): "The BGP flapping on the edge router rtr-hq-01 is causing packet loss across the MPLS cloud. We need an immediate trace from 10.0.0.1."
  5. Case 10 (Systemic): "The entire floor 4 is without WiFi. The APs are showing red lights. Potential power surge or switch failure."

3. Human Fillers & Rough Language

  1. Case 11: "Um, hi... so, like, I was trying to, you know, open the website but it's like... giving me this weird error? I think it says Error 404 or something? Can you um... help?"
  2. Case 12: "Honestly, this system is so frustrating. I've been trying to login for like an hour. The IP thingy says it's invalid. Whatever that means. Just make it work."
  3. Case 13: "Wait, nevermind... oh actually, wait. It's still broken. I thought it fixed itself but it didn't. Hostname error srv-prod-01. Ugh."
  4. Case 14: "Yo, support! My computer is acting crazy. Screens are flickering and I hear a beeping sound. Is it gonna explode? lol. Help me out."
  5. Case 15: "Err, sorry to bother you but I think I deleted the wrong folder on the shared drive. It was called Project_Alpha. Can we get a backup from last night?"

4. Multi-Lingual Inputs (Testing Translation & NER)

  1. Case 16 (Hindi/English Mix): "Mujhe login karne mein problem ho rahi hai. Screen par 'Invalid Credentials' aa raha hai. Please check karke reset kar do."
  2. Case 17 (Hindi): "Mera internet kaam nahi kar raha hai. Maine router restart kiya par phir bhi connectivity nahi hai."
  3. Case 18 (Spanish): "No puedo acceder a mi correo electrónico. Me dice que la contraseña es incorrecta pero estoy seguro de que es la correcta."
  4. Case 19 (French): "L'imprimante au troisième étage ne fonctionne plus. Elle affiche un bourrage papier mais il n'y a rien."
  5. Case 20 (German): "Mein Bildschirm ist plötzlich schwarz geworden und der Computer lässt sich nicht mehr einschalten."

5. Mixed Format & Hardware Focus

  1. Case 21: "Blue screen of death on my laptop LP-X230. Error code: WHEA_UNCORRECTABLE_ERROR. Happened right after I plugged in the second monitor."
  2. Case 22: "The keyboard on my MacBook is double-typing the letter 'E'. It's making it impossible to write emails. I need a replacement or repair."
  3. Case 23: "Our Zoom room camera is showing a black screen. The USB cable seems loose but I'm not sure. We have a board meeting in 20 mins."
  4. Case 24: "Battery is draining too fast. 100% to 10% in 45 minutes without even running heavy apps. Laptop is only 6 months old."
  5. Case 25: "I lost my laptop charger at the airport. Can I get a spare from the IT closet? I'm working from home tomorrow."

6. Security & Urgent Requests

  1. Case 26: "I just received a very suspicious email asking for my corporate credentials. I think I clicked a link. What should I do??"
  2. Case 27: "Urgente: Perdí mi teléfono corporativo en un taxi. Por favor, bloqueen el acceso a todas las aplicaciones de la empresa de inmediato." (Urgent Spanish)
  3. Case 28: "My account was accessed from an unrecognized IP in another country. I just got a security alert. Help!"
  4. Case 29: "Someone is trying to change my MFA settings without my permission. I'm getting codes on my phone that I didn't request."
  5. Case 30: "We have a critical server outage in the Tokyo datacenter. All services are down. ping 1.1.1.1 also failing."