First, we import the required libraries:
+import os
import csv
from dotenv import load_dotenv # For loading environment variables
@@ -478,11 +480,13 @@ Generate Anki flashcards: example code
from pydantic import BaseModel, Field
from typing import List
+
-
Initialize the OpenAI client using environment variables:
+load_dotenv()
client = OpenAI()
+
-
Define our data models using Pydantic for type safety and validation:
+class AnkiFlashcard(BaseModel):
"""
Model representing a single Anki flashcard with question, answer, and tags.
@@ -492,7 +496,8 @@ Generate Anki flashcards: example code
answer: str = Field(..., description="The back side of the flashcard containing the answer")
tags: List[str] = Field(..., description="List of tags associated with the flashcard")
+
-
Create a model to represent a complete deck of flashcards:
+class AnkiDeck(BaseModel):
"""
Model representing a complete Anki deck containing multiple flashcards.
@@ -501,7 +506,8 @@ Generate Anki flashcards: example code
cards: List[AnkiFlashcard] = Field(..., description="List of flashcards in the deck")
deck_name: str = Field(..., description="Name of the Anki deck")
+
+
-
Define the main function that generates flashcards using GPT-4:
+def generate_structured_flashcards(text: str,
deck_name: str,
num_cards: int = 5) -> AnkiDeck:
@@ -546,6 +552,8 @@ Generate Anki flashcards: example code
# Return the parsed response
return completion.choices[0].message.parsedLoad our sample text about the Romantic era from a markdown file:
+Display the content of the romantic text (hidden by default):
+
-
Generate a deck of 10 flashcards about the Romantic era:
+romantic_deck = generate_structured_flashcards(romantic_text,
"Romanticism",
num_cards=10)
+
-
Display the complete deck object:
+romantic_deckAnkiDeck(cards=[AnkiFlashcard(question='What major shift did the Romantic era represent in musical aesthetics?', answer='The Romantic era represented a shift towards prioritizing emotional expression, individualism, and nationalism, moving away from the formal constraints of the Classical period.', tags=['Romanticism', 'MusicAesthetics']), AnkiFlashcard(question='What is program music and how did it relate to Romanticism?', answer="Program music is a type of composition that tells specific stories or paints musical pictures, aligned with Romanticism's emphasis on emotional expression and supernatural themes.", tags=['Romanticism', 'ProgramMusic']), AnkiFlashcard(question='How did harmonic language expand during the Romantic period?', answer='Composers expanded harmonic language by pushing boundaries of chromatic harmony, using complex chord progressions and modulations, exemplified by Wagner\'s "Tristan chord."', tags=['Romanticism', 'HarmonicLanguage']), AnkiFlashcard(question='Which symphony transformed the symphonic form during the Romantic era?', answer="Beethoven's Ninth Symphony transformed the symphonic form with its unprecedented scale and inclusion of vocal soloists and chorus.", tags=['Romanticism', 'Symphony']), AnkiFlashcard(question='What is a symphonic poem and who developed it?', answer='A symphonic poem is an orchestral work that combines music with extra-musical narratives, developed by Franz Liszt.', tags=['Romanticism', 'MusicalForms']), AnkiFlashcard(question='Which regions developed national schools of composition during the Romantic era?', answer='National schools of composition emerged in Russia, Bohemia, Norway, and other European nations, often incorporating folk melodies and national themes.', tags=['Romanticism', 'Nationalism']), AnkiFlashcard(question='Who were some notable virtuoso performers during the Romantic era?', answer='Notable virtuoso performers included pianists like Liszt and Chopin, and violinists like Paganini, known for their technical achievements.', tags=['Romanticism', 'Virtuosos']), AnkiFlashcard(question='What concept did Wagner introduce in opera, and how did it influence other genres?', answer='Wagner introduced the concept of Gesamtkunstwerk (total artwork) and leitmotifs, influencing opera, symphonic composition, and film music.', tags=['Romanticism', 'Opera']), AnkiFlashcard(question='How did instrument construction and orchestra management change during the Romantic period?', answer='Instruments like the piano and brass instruments evolved; orchestras grew larger, making conductors interpreters rather than merely timekeepers.', tags=['Romanticism', 'Instrumentation']), AnkiFlashcard(question='How did the Romantic era influence later musical movements?', answer='The breakdown of traditional tonality led to modern movements, but Romantic ideals of emotional expression and individualism continued influencing composers.', tags=['Romanticism', 'ModernInfluence'])], deck_name='Romanticism')
+
-
Show the deck in JSON format:
+print(romantic_deck.model_dump_json()){"cards":[{"question":"What major shift did the Romantic era represent in musical aesthetics?","answer":"The Romantic era represented a shift towards prioritizing emotional expression, individualism, and nationalism, moving away from the formal constraints of the Classical period.","tags":["Romanticism","MusicAesthetics"]},{"question":"What is program music and how did it relate to Romanticism?","answer":"Program music is a type of composition that tells specific stories or paints musical pictures, aligned with Romanticism's emphasis on emotional expression and supernatural themes.","tags":["Romanticism","ProgramMusic"]},{"question":"How did harmonic language expand during the Romantic period?","answer":"Composers expanded harmonic language by pushing boundaries of chromatic harmony, using complex chord progressions and modulations, exemplified by Wagner's \"Tristan chord.\"","tags":["Romanticism","HarmonicLanguage"]},{"question":"Which symphony transformed the symphonic form during the Romantic era?","answer":"Beethoven's Ninth Symphony transformed the symphonic form with its unprecedented scale and inclusion of vocal soloists and chorus.","tags":["Romanticism","Symphony"]},{"question":"What is a symphonic poem and who developed it?","answer":"A symphonic poem is an orchestral work that combines music with extra-musical narratives, developed by Franz Liszt.","tags":["Romanticism","MusicalForms"]},{"question":"Which regions developed national schools of composition during the Romantic era?","answer":"National schools of composition emerged in Russia, Bohemia, Norway, and other European nations, often incorporating folk melodies and national themes.","tags":["Romanticism","Nationalism"]},{"question":"Who were some notable virtuoso performers during the Romantic era?","answer":"Notable virtuoso performers included pianists like Liszt and Chopin, and violinists like Paganini, known for their technical achievements.","tags":["Romanticism","Virtuosos"]},{"question":"What concept did Wagner introduce in opera, and how did it influence other genres?","answer":"Wagner introduced the concept of Gesamtkunstwerk (total artwork) and leitmotifs, influencing opera, symphonic composition, and film music.","tags":["Romanticism","Opera"]},{"question":"How did instrument construction and orchestra management change during the Romantic period?","answer":"Instruments like the piano and brass instruments evolved; orchestras grew larger, making conductors interpreters rather than merely timekeepers.","tags":["Romanticism","Instrumentation"]},{"question":"How did the Romantic era influence later musical movements?","answer":"The breakdown of traditional tonality led to modern movements, but Romantic ideals of emotional expression and individualism continued influencing composers.","tags":["Romanticism","ModernInfluence"]}],"deck_name":"Romanticism"}
+
-
Print each flashcard in a readable format:
+for card in romantic_deck.cards:
print(f"Question: {card.question}")
print(f"Answer: {card.answer}")
@@ -666,7 +678,8 @@ The End of an Era
--------------------
+
Export the flashcards to a CSV file for importing into Anki:
+os.makedirs('assets/flashcards', exist_ok=True)
# Export flashcards to CSV file
diff --git a/docs/sitemap.xml b/docs/sitemap.xml
index eed1c75..e8542d2 100644
--- a/docs/sitemap.xml
+++ b/docs/sitemap.xml
@@ -86,6 +86,6 @@
https://virtuelleakademie.github.io/promptly-engineered/projects/anki/example/index.html
- 2024-11-28T08:19:35.247Z
+ 2024-11-28T08:22:50.613Z