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Original file line number | Diff line number | Diff line change |
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import unittest | ||
import random | ||
import string | ||
import sys | ||
from pathlib import Path | ||
# Add the parent directory of the 'scripts' folder to the Python path | ||
sys.path.append(str(Path(__file__).resolve().parent.parent.parent / 'scripts')) | ||
from config import Config | ||
from memory.local import LocalCache | ||
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class TestLocalCache(unittest.TestCase): | ||
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def random_string(self, length): | ||
return ''.join(random.choice(string.ascii_letters) for _ in range(length)) | ||
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def setUp(self): | ||
cfg = cfg = Config() | ||
self.cache = LocalCache(cfg) | ||
self.cache.clear() | ||
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# Add example texts to the cache | ||
self.example_texts = [ | ||
'The quick brown fox jumps over the lazy dog', | ||
'I love machine learning and natural language processing', | ||
'The cake is a lie, but the pie is always true', | ||
'ChatGPT is an advanced AI model for conversation' | ||
] | ||
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for text in self.example_texts: | ||
self.cache.add(text) | ||
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# Add some random strings to test noise | ||
for _ in range(5): | ||
self.cache.add(self.random_string(10)) | ||
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def test_get_relevant(self): | ||
query = "I'm interested in artificial intelligence and NLP" | ||
k = 3 | ||
relevant_texts = self.cache.get_relevant(query, k) | ||
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print(f"Top {k} relevant texts for the query '{query}':") | ||
for i, text in enumerate(relevant_texts, start=1): | ||
print(f"{i}. {text}") | ||
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self.assertEqual(len(relevant_texts), k) | ||
self.assertIn(self.example_texts[1], relevant_texts) | ||
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if __name__ == '__main__': | ||
unittest.main() |
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