ChatGPT Prompt Engineering for Developers

text = f"""
In a charming village, siblings Jack and Jill set out on \ 
a quest to fetch water from a hilltop \ 
well. As they climbed, singing joyfully, misfortune \ 
struck—Jack tripped on a stone and tumbled \ 
down the hill, with Jill following suit. \ 
Though slightly battered, the pair returned home to \ 
comforting embraces. Despite the mishap, \ 
their adventurous spirits remained undimmed, and they \ 
continued exploring with delight.
"""

question = f"""
Did Jack and Jill give up after the misfortune or did \
they continue with their adventure?
"""

prompt_1 = f"""
Perform the following actions:
1 - Summarize the following text delimited by triple \
backticks with 1 sentence.
2 - Translate the summary into French.
3 - List each name in the French summary.
4 - Output a json object that contains the following \
keys: french_summary, num_names.
5 - Answer question delimited by triple quotes

Separate your answers with line breaks.

Text:
```{text}```

Question:
\"\"\"{question}\"\"\"
"""
response = get_completion(prompt_1)
print("Completion for prompt 1:")
print(response)

Completion for prompt 1:
1 - Siblings Jack and Jill go on a quest to fetch water from a hilltop well,
but after Jack trips and tumbles down the hill with Jill following, they return
home slightly battered but with their adventurous spirits undimmed.

2 - Les frères et sœurs Jack et Jill partent en quête d'eau d'un puits au
sommet d'une colline, mais après que Jack a trébuché et est tombé en bas de la
colline avec Jill qui suit, ils rentrent chez eux légèrement meurtris mais avec
leurs esprits aventureux intacts.

3 - Jack, Jill

4 - {"french_summary": "Les frères et sœurs Jack et Jill partent en quête d'eau
d'un puits au sommet d'une colline, mais après que Jack a trébuché et est tombé
en bas de la colline avec Jill qui suit, ils rentrent chez eux légèrement
meurtris mais avec leurs esprits aventureux intacts.",
     "num_names": 2
   }

5 - They continued exploring with delight.

prompt = """
I went to the market and bought 10 apples. 
I gave 2 apples to the neighbor and 2 to the repairman. 
I then went and bought 5 more apples and ate 1. 
How many apples did I remain with?

Let's think step by step."""

response = get_completion(prompt)
print(response)

1. Bought 10 apples.
2. Gave 2 apples to the neighbor, remaining with 8 apples.
3. Gave 2 more apples to the repairman, remaining with 6 apples.
4. Bought 5 more apples, now having 11 apples.
5. Ate 1 apple, remaining with 10 apples.

Therefore, you remained with 10 apples.

text = """
Subject to the approval by the shareholders at the forthcoming Annual General Meeting, the directors have proposed an exempt
(one-tier) final dividend of 3.10 cents per share (2020: exempt (one-tier) final dividend of 3.00 cents per share) amounting to an
estimated amount of $46.6 million (2020: $45.1 million) in respect of the year ended 31 December 2021. This proposed dividend
has not been included as a liability in the financial statements. The total dividends paid and proposed for the year, comprising the
interim and final dividend in respect of the year ended 31 December 2021 approximates 70.2% (2020: 70.5%) of the Group’s net
profit attributable to owners of the Company.
"""

prompt = f"""
Your task is to extract the following financial indicators \
from the text delimited by backticks. In this case, we only \
want financial indicators value from year 2021 and 2020.

If the financial indicator information is available, extract them \
and present them in a dataframe format with the following columns:

<type of indicator> <year> <value>

If the financial indicator information is not available, just answer \
information not found.

Financial indicator:
- Basic earning per share (cent)
- Diluted earning per share (cent)
- Dividend
- Number of share (NOS)
- Net asset value (NAV)

text: {text}
"""

response = get_completion(prompt)
print(response)