Text

For performing any text-specific tasks you can define the following function and execute it with your desired prompts.

Here we generated text for the user prompt using the Completions module from the OpenAI library. These are the crucial variables related to the Completions module:

• model [required]: The following openai command can be used to determine the ID of the model to openai.Model.list().data with the model name as the value of the ‘id’ field. We must choose a model that will work for us.
• prompt: The prompt(s) to generate completions for, encoded as a string, array of strings, array of tokens, or array of token arrays. Note that <|endoftext|> is the document separator that the model sees during training, so if a prompt is not specified the model will generate as if from the beginning of a new document.
• max_tokens: The maximum number of tokens that the completion will generate. 16 is the default value for the parameter.
• temperature: The range of the sampling temperature is 0 to 2. In contrast to lower values like 0.2, higher values like 0.8 will result in a more focused and deterministic output.
• n: The number of answers to produce for each prompt.

Example prompts for Text Generation

Now let’s try some prompts for Text Generation using Completions module(Chat GPT with Python).

Prompt 1:

Output:

['Once upon a time, there lived a Rabbit and a Turtle. Both wanted to be the fastest, so they decided to have a race. 
The Turtle, despite being slow, never gave up and came first, surprising everyone, leaving the Rabbit behind.',
 'Once upon a time, a rabbit and a turtle competed against each other for a goal. 
 Both wanted to cross the same track in the shortest amount of time possible. 
 By the end, the turtle had proved that no matter how fast or slow one may seem, true greatness is in the persistence to never give up.',
 'Once upon a time, a Rabbit and Turtle were racing to the finish line for an important goal. 
 While the Rabbit was fast, the Turtle was determined and never gave up. In the end, the Turtle proved that slow and steady wins the race.']

Prompt 2:

Output:

['Client: "Oh taste and see that this wine I purchased is foul!"\nBusinessman: "Verily, mine eyes see naught of thine discontent." \nClient: "Man, what I\'m sayin\' is this is some trash wine!" \nBusinessman: "Careful thy words, the wisdom in silence is stout."']

Example prompts for Text Completion

Now let’s try some prompts for Text Completion using Completions module.

Prompt 1:

Output:

['Well, what about a cup? A lot of our customers use cups to drink water and it can be a great alternative to a water bottle!']

Prompt 2:

Output:

['Midas, blinded by his greed, wished for anything he touched to turn to gold. \nThe angel granted his wish and Midas went to try it out on his daughter. As soon as he touched her, she immediately turned to gold. He was filled with horror and shame, realizing that his greed had robbed him of his daughter. \nHe pleaded for the angel to reverse the spell, and she reluctantly agreed. Midas learned his lesson well; never let greed overtake judgment and reason.']

Example prompts for Translation

Now let’s try some prompts for Translation using Completions module.

Prompt 1:

Output:

['Japanese:\nジークス・フォー・ジークスのデータ構造コースが最高です。\n\nHindi:\nजीक्स फॉर जीक्स डेटा स्ट्रक्चर्स कोर्स सबसे अच्छा है।']

Prompt 2:

Output:

['German:\nHallo, ich bin Geeks for Geeks Chatbot.\n\nFrench:\nSalut, je suis le bot de chat Geeks for Geeks.']

Example prompts for Summarization

Now let’s try some prompts for Summarization using Completions module.

Prompt 1:

Output:

["The well-known story of the hare and the tortoise tells of the hare's overconfidence and the tortoise's determination and dedication which saw the tortoise win the race. The hare had gotten a head start but when he realized that the tortoise was behind, he took a nap which allowed the tortoise to reach the finish line first. The tortoise emerged victorious as the moral of the story is that hard work pays off and should be done with humility."]

Prompt 2:

Output:

['- Farmer asked son to take herd of sheep grazing\n- Boy got bored and started shouting “Wolf! Wolf!” to which the villagers ran to help him\n- Villagers realized there was no wolf and were furious\n- Boy shouted again the next day and villagers again realized there was no wolf, making them extremely angry\n- On same day, boy spotted an actual Wolf, but this time the villagers did not come to help as they thought he was playing a joke again']

Example prompts for Retrieving factual information

Now let’s try some prompts for Retrieving factual information using Completions module.

Prompt 1:

Output:

['India is divided up into 28 different states and 8 union territories: \n\nStates: Andhra Pradesh, Arunachal Pradesh, Assam, Bihar, Chhattisgarh, Goa, Gujarat, Haryana, Himachal Pradesh, Jammu & Kashmir, Jharkhand, Karnataka, Kerala, Madhya Pradesh, Maharashtra, Manipur, Meghalaya, Mizoram, Nagaland, Odisha, Punjab, Rajasthan, Sikkim, Tamil Nadu, Telangana, Tripura, Uttar Pradesh, Uttarakhand, and West Bengal. \n\nUnion Territories: Andaman & Nicobar Islands, Chandigarh, Dadra & Nagar Haveli, Daman & Diu, Delhi, Lakshadweep, Ladakh, Puducherry.']

Prompt 2:

Output:

['According to Forbes, the highest paid actor in the world as of 2021 is Dwayne Johnson, with an estimated 2020 earnings of $87.5 million.']

Example prompts for Text Conversion

Now let’s try some prompts for Text Conversion using Completions module.

Prompt 1:

Output:

1. ????‍♂️????
2. ⏳????
3. ????????

Prompt 2:

Output:

1. Ɣ€€Ƙ§
2. Ƒöř
3. Ɣ€€Ƙ§

OpenAI is the leading company in the field of AI. With the public release of software like ChatGPT, DALL-E, GPT-3, and Whisper, the company has taken the entire AI industry by storm. Everyone has incorporated ChatGPT to do their work more efficiently and those who failed to do so have lost their jobs. The age of AI has started and people not adapting to AI could introduce some difficulties for them. 

In this article, we will be discussing how you can leverage the power of AI and make your day-to-day tasks a lot easier by using the OpenAI APIs (Application Programming Interface) that allow developers to easily access their AI models and Integrate them into their own applications using Python.