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```CODE:
def check_word_similarities():
# Calculate the embedding similarities
print("similarity function: ", model.similarity_fn_name)
similarities = model.similarity(embeddings[0], embeddings[1:])
print(similarities)
for idx, word in enumerate(words[1:]):
print("🙋♂️ apple vs.", word, "-> 🤖 score: ", similarities.numpy()[0][idx])
# Calculate embeddings by calling model.encode()
embeddings = model.encode(words, prompt_name="STS")
check_word_similarities()
```
ERROR:
Traceback (most recent call last):
File "/tmp/google_embeddinggemma-300m_785mJ1M.py", line 24, in <module>
embeddings = model.encode(words, prompt_name="STS")
^^^^^
NameError: name 'model' is not defined
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