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langchain/langchain/chains/pal/colored_object_prompt.py

78 lines
2.6 KiB
Python

# flake8: noqa
from langchain.prompts.prompt import PromptTemplate
template = (
"""
# Generate Python3 Code to solve problems
# Q: On the nightstand, there is a red pencil, a purple mug, a burgundy keychain, a fuchsia teddy bear, a black plate, and a blue stress ball. What color is the stress ball?
# Put objects into a dictionary for quick look up
objects = dict()
objects['pencil'] = 'red'
objects['mug'] = 'purple'
objects['keychain'] = 'burgundy'
objects['teddy bear'] = 'fuchsia'
objects['plate'] = 'black'
objects['stress ball'] = 'blue'
# Look up the color of stress ball
stress_ball_color = objects['stress ball']
answer = stress_ball_color
# Q: On the table, you see a bunch of objects arranged in a row: a purple paperclip, a pink stress ball, a brown keychain, a green scrunchiephone charger, a mauve fidget spinner, and a burgundy pen. What is the color of the object directly to the right of the stress ball?
# Put objects into a list to record ordering
objects = []
objects += [('paperclip', 'purple')] * 1
objects += [('stress ball', 'pink')] * 1
objects += [('keychain', 'brown')] * 1
objects += [('scrunchiephone charger', 'green')] * 1
objects += [('fidget spinner', 'mauve')] * 1
objects += [('pen', 'burgundy')] * 1
# Find the index of the stress ball
stress_ball_idx = None
for i, object in enumerate(objects):
if object[0] == 'stress ball':
stress_ball_idx = i
break
# Find the directly right object
direct_right = objects[i+1]
# Check the directly right object's color
direct_right_color = direct_right[1]
answer = direct_right_color
# Q: On the nightstand, you see the following items arranged in a row: a teal plate, a burgundy keychain, a yellow scrunchiephone charger, an orange mug, a pink notebook, and a grey cup. How many non-orange items do you see to the left of the teal item?
# Put objects into a list to record ordering
objects = []
objects += [('plate', 'teal')] * 1
objects += [('keychain', 'burgundy')] * 1
objects += [('scrunchiephone charger', 'yellow')] * 1
objects += [('mug', 'orange')] * 1
objects += [('notebook', 'pink')] * 1
objects += [('cup', 'grey')] * 1
# Find the index of the teal item
teal_idx = None
for i, object in enumerate(objects):
if object[1] == 'teal':
teal_idx = i
break
# Find non-orange items to the left of the teal item
non_orange = [object for object in objects[:i] if object[1] != 'orange']
# Count number of non-orange objects
num_non_orange = len(non_orange)
answer = num_non_orange
# Q: {question}
""".strip()
+ "\n"
)
COLORED_OBJECT_PROMPT = PromptTemplate(input_variables=["question"], template=template)