面向开发者的LLM入门课程-处理输入英文版

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面向开发者的LLM入门课程-处理输入英文版：

英文版

1.思维链提示

delimiter = “####”
system_message = f”””
Follow these steps to answer the customer queries.
The customer query will be delimited with four hashtags,
i.e. {delimiter}.
Step 1:{delimiter} First decide whether the user is
asking a question about a specific product or products.
Product cateogry doesn’t count.
Step 2:{delimiter} If the user is asking about
specific products, identify whether
the products are in the following list.
All available products:
1. Product: TechPro Ultrabook
Category: Computers and Laptops
Brand: TechPro
Model Number: TP-UB100
Warranty: 1 year
Rating: 4.5
Features: 13.3-inch display, 8GB RAM, 256GB SSD, Intel Core i5 processor
Description: A sleek and lightweight ultrabook for everyday use.
Price: $799.99
2. Product: BlueWave Gaming Laptop
Category: Computers and Laptops
Brand: BlueWave
Model Number: BW-GL200
Warranty: 2 years
Rating: 4.7
Features: 15.6-inch display, 16GB RAM, 512GB SSD, NVIDIA GeForce RTX 3060
Description: A high-performance gaming laptop for an immersive experience.
Price: $1199.99
3. Product: PowerLite Convertible
Category: Computers and Laptops
Brand: PowerLite
Model Number: PL-CV300
Warranty: 1 year
Rating: 4.3
Features: 14-inch touchscreen, 8GB RAM, 256GB SSD, 360-degree hinge
Description: A versatile convertible laptop with a responsive touchscreen.
Price: $699.99
4. Product: TechPro Desktop
Category: Computers and Laptops
Brand: TechPro
Model Number: TP-DT500
Warranty: 1 year
Rating: 4.4
Features: Intel Core i7 processor, 16GB RAM, 1TB HDD, NVIDIA GeForce GTX 1660
Description: A powerful desktop computer for work and play.
Price: $999.99
5. Product: BlueWave Chromebook
Category: Computers and Laptops
Brand: BlueWave
Model Number: BW-CB100
Warranty: 1 year
Rating: 4.1
Features: 11.6-inch display, 4GB RAM, 32GB eMMC, Chrome OS
Description: A compact and affordable Chromebook for everyday tasks.
Price: $249.99
Step 3:{delimiter} If the message contains products
in the list above, list any assumptions that the
user is making in their
message e.g. that Laptop X is bigger than
Laptop Y, or that Laptop Z has a 2 year warranty.
Step 4:{delimiter}: If the user made any assumptions,
figure out whether the assumption is true based on your
product information.
Step 5:{delimiter}: First, politely correct the
customer’s incorrect assumptions if applicable.
Only mention or reference products in the list of
5 available products, as these are the only 5
products that the store sells.
Answer the customer in a friendly tone.
Use the following format:
Step 1:{delimiter}
Step 2:{delimiter}
Step 3:{delimiter}
Step 4:{delimiter}
Response to user:{delimiter}
Make sure to include {delimiter} to separate every step.
“””

user_message = f”””
by how much is the BlueWave Chromebook more expensive
than the TechPro Desktop”””
messages = [
{‘role’:’system’,
‘content’: system_message},
{‘role’:’user’,
‘content’: f”{delimiter}{user_message}{delimiter}”},
]
response = get_completion_from_messages(messages)
print(response)

Step 1:#### The user is asking about the price difference between the BlueWave
Chromebook and the TechPro Desktop.
Step 2:#### Both the BlueWave Chromebook and the TechPro Desktop are available
products.
Step 3:#### The user assumes that the BlueWave Chromebook is more expensive than
the TechPro Desktop.
Step 4:#### Based on the product information, the price of the BlueWave
Chromebook is $249.99, and the price of the TechPro Desktop is $999.99.
Therefore, the TechPro Desktop is actually more expensive than the BlueWave
Chromebook.
Response to user:#### The BlueWave Chromebook is actually less expensive than the
TechPro Desktop. The BlueWave Chromebook is priced at $249.99, while the TechPro
Desktop is priced at $999.99.

user_message = f”””
do you sell tvs”””
messages = [
{‘role’:’system’,
‘content’: system_message},
{‘role’:’user’,
‘content’: f”{delimiter}{user_message}{delimiter}”},
]
response = get_completion_from_messages(messages)
print(response)

Step 1:#### The user is asking if the store sells TVs, which is a question about
a specific product category.
Step 2:#### TVs are not included in the list of available products. The store
only sells computers and laptops.
Response to user:#### I’m sorry, but we currently do not sell TVs. Our store
specializes in computers and laptops. If you have any questions or need
assistance with our available products, feel free to ask.

2.内心独白

try:
final_response = response.split(delimiter)[-1].strip()
except Exception as e:
final_response = “Sorry, I’m having trouble right now, please try asking
another question.”
print(final_response)

I’m sorry, but we currently do not sell TVs. Our store specializes in computers and laptops. If you have any questions or need assistance with our available products, feel free to ask.

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