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Openrouter usage example (sgl-project#327)
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""" | ||
Usage: | ||
export OPENROUTER_API_KEY=sk-****** | ||
python3 together_example_chat.py | ||
""" | ||
import sglang as sgl | ||
import os | ||
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@sgl.function | ||
def multi_turn_question(s, question_1, question_2): | ||
s += sgl.system("You are a helpful assistant.") | ||
s += sgl.user(question_1) | ||
s += sgl.assistant(sgl.gen("answer_1", max_tokens=256)) | ||
s += sgl.user(question_2) | ||
s += sgl.assistant(sgl.gen("answer_2", max_tokens=256)) | ||
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def single(): | ||
state = multi_turn_question.run( | ||
question_1="What is the capital of the United States?", | ||
question_2="List two local attractions.", | ||
) | ||
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for m in state.messages(): | ||
print(m["role"], ":", m["content"]) | ||
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print("\n-- answer_1 --\n", state["answer_1"]) | ||
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def stream(): | ||
state = multi_turn_question.run( | ||
question_1="What is the capital of the United States?", | ||
question_2="List two local attractions.", | ||
stream=True, | ||
) | ||
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for out in state.text_iter(): | ||
print(out, end="", flush=True) | ||
print() | ||
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def batch(): | ||
states = multi_turn_question.run_batch( | ||
[ | ||
{ | ||
"question_1": "What is the capital of the United States?", | ||
"question_2": "List two local attractions.", | ||
}, | ||
{ | ||
"question_1": "What is the capital of France?", | ||
"question_2": "What is the population of this city?", | ||
}, | ||
] | ||
) | ||
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for s in states: | ||
print(s.messages()) | ||
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if __name__ == "__main__": | ||
backend = sgl.OpenAI( | ||
model_name="google/gemma-7b-it:free", | ||
base_url="https://openrouter.ai/api/v1", | ||
api_key=os.environ.get("OPENROUTER_API_KEY"), | ||
) | ||
sgl.set_default_backend(backend) | ||
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# Run a single request | ||
print("\n========== single ==========\n") | ||
single() | ||
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# Stream output | ||
print("\n========== stream ==========\n") | ||
stream() | ||
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# Run a batch of requests | ||
print("\n========== batch ==========\n") | ||
batch() |