lucasmrdt/human-task-example

HumanTask.ai Example

This is an example of how to use HumanTask.ai to improve the results of OpenAI's GPT-4 and ensure reliable and accurate code generation.

Check out the HumanTask.ai website for more information.

Without HumanTask.ai

See the result here or on the main branch.

prompt = "Create a JS `pay(amount: number)`  \
function that opens stripe payment for the   \
provided amount."

outputs = OpenAI().chat.completions.create(
  messages=[{
    "role": "user",
    "content": prompt,
  }],
  model="gpt-4",
)
response = outputs.choices[0].message.content

# Got 3 Errors:
# - ❌ TypeError: Cannot destructure property 'amount' of 'req.body' as it is undefined.
# - ❌ Access to fetch at 'http://localhost:3000/create-checkout-session' from origin 'http://localhost:1234' has been blocked by CORS policy: Response to preflight request doesn't pass access control check: No 'Access-Control-Allow-Origin' header is present on the requested resource. If an opaque response serves your needs, set the request's mode to 'no-cors' to fetch the resource with CORS disabled.
# - ❌ POST http://localhost:3000/create-checkout-session 500 (Internal Server Error) Invalid API Key provided: YOUR_STR**********_KEY

With HumanTask.ai

See the result on the humantask branch.

import humantask

prompt = "Create a JS `pay(amount: number)`  \
function that opens stripe payment for the   \
provided amount."

outputs = OpenAI().chat.completions.create(
  messages=[{
    "role": "user",
    "content": prompt,
  }],
  model="gpt-4",
)
response = outputs.choices[0].message.content

response = humantask.create(
  prompt=prompt,
  proposed_response=response,
)

# Got 0 Errors! 🎉