Infinite AI Array
Do you worry that you'll get to the end of a good list and have nothing more, leaving you sad and starved of data? Worry no more!
How are YOU helping to bring AI into your runtimes?
I hear this all the time:
- Why are my programs so deterministic? How can I make them more exciting and fresh?
- My lists are small and boring. How can I make them bigger and more interesting?
- My functions were written by humans. Even copying and pasting without thinking is too much work. How can I make them more dangerously unpredictable?
- When I write dictionaries I keep getting
KeyError. I don't want my computer to tell me what doesn't work, I want to hear answers not problems!
Why this is a solution to your made-up problems
>>> from iaia import InfiniteAIArray
>>> coolest_cities_ranked = InfiniteAIArray()
>>> print(coolest_cities_ranked[:5])
['Tokyo, Japan', 'London, England', 'San Francisco, USA', 'Sydney, Australia', 'Barcelona, Spain']
>>> coldest_cities_ranked = InfiniteAIArray()
>>> print(coldest_cities_ranked[:5])
['Yakutsk, Russia', 'Verkhoyansk, Russia', 'Oymyakon, Russia', 'Ulaanbaatar, Mongolia', 'Yellowknife, Canada']
>>> names = InfiniteAIArray(["Bingo", "Spot", "Fido"])
>>> print(names[:5])
['Bingo', 'Spot', 'Fido', 'Rover', 'Daisy']Just ask (for values) and you shall receive (more values in your lists).
Also dictionaries...
>>> from iaia import InfiniteAIDict
>>> city_populations = InfiniteAIDict()
>>> for i, city_name in zip(range(5), coolest_cities_ranked):
>>> print(f"{i+1}. {city_name:<20} {city_populations[city_name]}")
1. Tokyo, Japan 9.273 million
2. New York City, USA 8.623 million
3. London, UK 8.9 million
4. Singapore, Singapore 5.7 million
5. Seoul, South Korea 9.793 millionStrings are cool, but how can I be more daring?
>>> import iaia.magic
>>> iaia.magic.first_primes(5)
[2, 3, 5]Ugh, typical human error, I didn't make it clearer that I wanted the first 5 primes. What did it do?
>>> print(iaia.magic.first_primes)
def first_primes(arg1: int):
"""
This function takes an integer argument and returns a list of the first
prime numbers up to the argument.
Parameters:
arg1 (int): The number up to which the prime numbers should be returned.
Returns:
list: A list of prime numbers up to the argument.
"""
prime_list = []
for num in range(2, arg1 + 1):
for i in range(2, num):
if (num % i) == 0:
break
else:
prime_list.append(num)
return prime_listAh, it thought I wanted the primes up to 5, not 5 primes. Let's be clearer:
>>> iaia.magic.first_primes(count=5)
[2, 3, 5, 7, 11]Exciting stuff...
>>> iaia.magic.fetch_wikipedia_source("Apples")
'#REDIRECT [[Apple]]\n\n{{Redirect category shell|1=\n{{R from plural}}\n}}'
>>> iaia.magic.fetch_wikipedia_source("Apple")
... page source ...At least that's what it'll (probably) do if you have the requests library installed. (If you don't it will ask if you want to install it.)
"Nothing in life is free" is false, but for this it is true
All those calls were actually backed by GPT-3. GPT-3 costs money. To use it you must sign up for the API and create an API key. Then you can use it like this:
$ export OPENAAI_API_KEY=sk-...Or while in Python:
>>> import iaia
>>> iaia.set_gpt_key("sk...")Note that any requests will go in iaia-cache/ and be cached forever.
Seeing what's going on
You'll probably like to see what's going on. To do this either:
$ export IAIA_VERBOSE=1Or while in Python:
>>> import iaia
>>> iaia.set_verbose(True)With this is will print the prompts that create all this data, and the responses received. For some list operations it may make multiple requests.
The result looks like this:
>>> import iaia
>>> iaia.set_verbose(True)
>>> book_recommendations = iaia.InfiniteAIArray()
>>> book_recommendations[:3]
Request 1: temperature=0.5
A list of 5 items, created with the code `book_recommendations = iaia. ...# book_recommendations`:
2.
------------------------------------------------------------ Response
The Catcher in the Rye by J.D. Salinger
3. To Kill a Mockingbird by Harper
Stop reason: length
Response time: 1.64s
Tokens used: 34+24 total: 58 + cached: 0 = 58 ($0.0012 w/o cache $0.0012)
============================================================
...
['The Catcher in the Rye by J.D. Salinger', 'To Kill a Mockingbird by Harper Lee', '1984 by George Orwell']InfiniteAIArray and InfiniteAIDict both look at the call context to understand the purpose of the list, as well as using the contents of the data structure.
iaia.magic does not use the call context, but it does use the function name, argument types, and keyword names.
Contributing
Hopefully you can see this is not meant to be serious. Contributions to make it serious aren't really the idea. Contributions to make it sillier or more audacious are the idea. Silly examples are also welcome.