[Solved] What will be the output of this code snippet? from langchain.text_splitter import CodeAwareTextSplitter text = 'print(1)\nprint(2)\nprint(3)'... What will be the output of this code snippet? | LangChain

LangChain - Text Splitting

What will be the output of this code snippet?

from langchain.text_splitter import CodeAwareTextSplitter
text = 'print(1)\nprint(2)\nprint(3)'
splitter = CodeAwareTextSplitter(chunk_size=20, chunk_overlap=5)
chunks = splitter.split_text(text)
print(len(chunks))

A2

B1

C3

D4

Step-by-Step Solution

Solution:

Step 1: Calculate approximate chunk sizes
The text length is 26 characters; chunk_size is 20 with 5 overlap.
Step 2: Understand chunk splitting with overlap
Chunks will overlap by 5 characters, so text splits into 3 chunks.
Final Answer:
3 -> Option C
Quick Check:
Overlap causes more chunks due to shared text parts [OK]

Quick Trick: Overlap increases total chunks by sharing text parts [OK]

Common Mistakes:

Ignoring overlap effect on chunk count
Assuming one chunk for entire text
Counting chunks as text length divided by chunk_size

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More LangChain Quizzes

What will be the output of this code snippet?

Step 1: Calculate approximate chunk sizes

Step 2: Understand chunk splitting with overlap

Final Answer:

Quick Check:

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