EnkrateiaLucca

# source: https://platform.openai.com/docs/guides/gpt/function-calling
import openai
import json

# Example dummy function hard coded to return the same weather
# In production, this could be your backend API or an external API
def get_current_weather(location, unit="fahrenheit"):
    """Get the current weather in a given location"""
    weather_info = {
        "location": location,

EnkrateiaLucca

EnkrateiaLucca

def get_dataset_partitions_pd(df, train_split=0.8, val_split=0.1, test_split=0.1, target_variable=None):
    assert (train_split + test_split + val_split) == 1
    
    # Only allows for equal validation and test splits
    assert val_split == test_split 

    # Shuffle
    df_sample = df.sample(frac=1, random_state=12)

EnkrateiaLucca

import fpdf

def make_pdf(text):
  """Makes a PDF file from the given text."""

  # Create a new FPDF object.
  pdf = fpdf.FPDF()

  # Add a page to the PDF object.
  pdf.add_page()

EnkrateiaLucca

from openai import OpenAI

client = OpenAI()

def get_response(prompt_question):
    response = client.chat.completions.create(
        model="gpt-3.5-turbo-16k",
        messages=[{"role": "system", "content": "You are a helpful research and\
            programming assistant"},
                  {"role": "user", "content": prompt_question}]

EnkrateiaLucca

import tiktoken
def get_num_tokens(prompt, model="gpt-3.5-turbo"):
    """Calculates the number of tokens in a text prompt"""    

    enc = tiktoken.encoding_for_model("gpt-3.5-turbo")

    return len(enc.encode(prompt))

EnkrateiaLucca

from langchain.document_loaders import PyPDFLoader
loader = PyPDFLoader('./jung1.pdf')
pdf_doc = loader.load_and_split()
for page in pdf_doc:
    print(page.page_content)

EnkrateiaLucca

EnkrateiaLucca

EnkrateiaLucca

import re

text = """https://www.notion.so/enkrateialog/44a8f633dda74aa0b26b89ad960015fa?v=9be485bc35f44c68a9399f880844a45d | (7) Reference Sources
https://chat.openai.com/?model=gpt-4-plugins | ChatGPT
... (remaining text) ..."""

urls = re.findall(r'(https?://\S+)', text)
print(urls)