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Original file line number Diff line number Diff line change
@@ -0,0 +1,36 @@
# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.


def counttoken_localtokenizer_compute_with_txt() -> int:
# [START googlegenaisdk_counttoken_localtokenizer_compute_with_txt]
from google.genai.local_tokenizer import LocalTokenizer

tokenizer = LocalTokenizer(model_name="gemini-2.5-flash")
response = tokenizer.compute_tokens("What's the longest word in the English language?")
print(response)
# Example output:
# tokens_info=[TokensInfo(
# role='user',
# token_ids=[3689, 236789, 236751, 506,
# 27801, 3658, 528, 506, 5422, 5192, 236881],
# tokens=[b'What', b"'", b's', b' the', b' longest',
# b' word', b' in', b' the', b' English', b' language', b'?']
# )]
# [END googlegenaisdk_counttoken_localtokenizer_compute_with_txt]
return response.tokens_info


if __name__ == "__main__":
counttoken_localtokenizer_compute_with_txt()
30 changes: 30 additions & 0 deletions genai/count_tokens/counttoken_localtokenizer_with_txt.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,30 @@
# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.


def counttoken_localtokenizer_with_txt() -> int:
# [START googlegenaisdk_counttoken_localtokenizer_with_txt]
from google.genai.local_tokenizer import LocalTokenizer

tokenizer = LocalTokenizer(model_name="gemini-2.5-flash")
response = tokenizer.count_tokens("What's the highest mountain in Africa?")
print(response)
# Example output:
# total_tokens=10
# [END googlegenaisdk_counttoken_localtokenizer_with_txt]
return response.total_tokens


if __name__ == "__main__":
counttoken_localtokenizer_with_txt()
2 changes: 1 addition & 1 deletion genai/count_tokens/counttoken_with_txt.py
Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,7 @@ def count_tokens() -> int:
)
print(response)
# Example output:
# total_tokens=10
# total_tokens=9
# cached_content_token_count=None
# [END googlegenaisdk_counttoken_with_txt]
return response.total_tokens
Expand Down
1 change: 1 addition & 0 deletions genai/count_tokens/requirements.txt
Original file line number Diff line number Diff line change
@@ -1 +1,2 @@
google-genai==1.42.0
sentencepiece==0.2.1
10 changes: 10 additions & 0 deletions genai/count_tokens/test_count_tokens_examples.py
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,8 @@
import os

import counttoken_compute_with_txt
import counttoken_localtokenizer_compute_with_txt
import counttoken_localtokenizer_with_txt
import counttoken_resp_with_txt
import counttoken_with_txt
import counttoken_with_txt_vid
Expand All @@ -43,3 +45,11 @@ def test_counttoken_with_txt() -> None:

def test_counttoken_with_txt_vid() -> None:
assert counttoken_with_txt_vid.count_tokens()


def test_counttoken_localtokenizer_with_txt() -> None:
assert counttoken_localtokenizer_with_txt.counttoken_localtokenizer_with_txt()


def test_counttoken_localtokenizer_compute_with_txt() -> None:
assert counttoken_localtokenizer_compute_with_txt.counttoken_localtokenizer_compute_with_txt()