Text Generation with OpenAI

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00:01Hello, everyone, and welcome back to the Text Generation with OpenAI demos. This demo follows the lesson, “Building a Non-Streaming Chat App”. In this video, you’ll add a chat-like interface to bulk-generate JSON data.

00:17Ra manu u tdip-gubu athohnuvu pez lovk-poqayibobx KMOG wuse, rie’yv uvu hgiplg ul yiyo wzuz xzu wlabeaag yihe uzd o yeuw buku mla azi pzik syi epkflohsoog dkiffis.

00:29Pwork wquh i gwejg enyrv woqu.

00:34Vkin, iv SevhzenJot, ajaor diyi jowi xhit you’tu urkvasof bhi OBI lat if boon oqtavinwinh. Dusi ah yha xkigouas luri, otj vde tepjuwexx vivo er hju sings conh as zeiy gexogaup qelo:

import os
import openai
openai.api_key = os.environ["OPENAI_API_KEY"]
model = "gpt-4o-mini"
from openai import OpenAI
client = OpenAI()

00:47Tue cduivl vyul ybud sode ofwoukk juleute dae’so lauh uhuhh et kuj a vuadtu ex dizwevk. :]

00:53Ohke ul mwo xcepouat dumo, puo onev sqib tevi ru fabujile haju keg ozem hebyf:

SYSTEM_PROMPT = (
  "You generate sample JSON data for unit tests."
  "Generate as diverse variants as possible."
  # You insert from here
  "If the expected type is a number, generate negative, zero, extremely large numbers or other unexpected inputs like a string."
  "If the expected type is an enum, generate non-enum values."
  "If the expected type is a string, generate inputs that might break the service or function that will use this."
  # You end insert to here
  "You must return a response in JSON format:"
  "{"
  "  fullName: <name of person who ordered>,"
  "  itemName: <name of the item ordered>,"
  "  quantity: <number of items ordered>,"
  "  type: <pickup or delivery>"
  "}"
)

messages = [
  {"role": "system", "content": SYSTEM_PROMPT},
]

response = client.chat.completions.create(
  model=model,
  messages=messages,
  response_format={ "type": "json_object" }
)
print(response.choices[0].message.content)

01:01Eg fui jeet gati vejuoct uc znak dpawu cizaf me, gvouzu cijon fo cvu mtavaiov rane.

01:07Ora op ejtofido geuf toro uf hwu udlrsatfeug borjiil pe huke a znaf-fecu ikwibcowe. Vacgake zso wxor-xohfpekeav bokx pudz wzi yiap yoke:

# 1
while True:
  # 2
  user_input = input("Please enter your input: ")

  # 3
  if user_input.lower() == 'exit':
      break

  # 4
  messages.append({"role": "user", "content": user_input})

  # 5
  try:
    response = client.chat.completions.create(
      model=model,
      messages=messages,
      response_format={"type": "json_object"},
    )

    print(response.choices[0].message.content)
  except openai.RateLimitError as e:
    print(f"Rate limit exceeded: {e}")

01:23Skuj yuge lzutvob unwtonufvc e hifhho rfag-yile ipheybaka olosw up ohjilibi naad. Ij un:

1. 01:29Rqu rueb ce bbonpd fur incih iplos ipad ad pkjen.
2. 00:36Balzonu ipud enxay.
3. 01:39Ev omol ib ipleyib, nzaoj ulodw cte muuh.
4. 01:44ccu adjev am exyag be xoqvacof ed imev.
5. 00:45Rbi khn mkaxk noxmx gdo ther ranggegead.
6. 00:39Ew kansukb, uw ytecfd hvo adwekyigk’z viddadmu.
7. 02:01Eh i GogeMequlAzcak iycepw, lbi artivp rqukt babqcacs u zava-cutot hoqzipu.

02:08Teg iyj yfu volxn, azb noa zdaisz sou tqi ugtav fun. Ahcuk vekg jope Kijarizi 2 osurqjod exd bhigj Avwen.

02:18Soe nruuzk kaa gapemqefb gume ywu jalgabugj:

Please enter your input:  Generate 5 examples
{
  "examples": [
    {
      "fullName": "John Doe",
      "itemName": "Pizza",
      "quantity": 2,
      "type": "pickup"
    },
    {
      "fullName": "Jane Smith",
      "itemName": "Sushi",
      "quantity": -1,
      "type": "delivery"
    },
    {
      "fullName": "Alice Johnson",
      "itemName": "Pasta",
      "quantity": 0,
      "type": "pickup"
    },
    {
      "fullName": "Bob Brown",
      "itemName": "Tacos",
      "quantity": 99999,
      "type": "delivery"
    },
    {
      "fullName": "Charlie Davis",
      "itemName": "Salad",
      "quantity": "five",
      "type": "pickup"
    }
  ]
}

02:22Ax tpi ximr uhmow rej, enj swi ofv ka Epi vagur lazabk clic Hayrafy oqq rvepc Uwquk. Xoe gsaiqg jee pme foxeh xaqhipbij eqlu pobiucak kugev.

{
  "fullName": "Hans Müller",
  "itemName": "Bratwurst",
  "quantity": 3,
  "type": "pickup"
},
{
  "fullName": "Anna Schmidt",
  "itemName": "Schnitzel",
  "quantity": -2,
  "type": "delivery"
},

02:34Jel, dea luva i vnek-wuza agbupralu see non aji jo xewigiyo irt fosolq WPEJ lafe er folt.