Refactored gemini multimodal example to use the unified format for function calling.
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@@ -14,6 +14,8 @@ from dotenv import load_dotenv
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from loguru import logger
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from loguru import logger
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from runner import configure
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from runner import configure
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from pipecat.adapters.schemas.function_schema import FunctionSchema
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from pipecat.adapters.schemas.tools_schema import AdapterType, ToolsSchema
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from pipecat.audio.vad.silero import SileroVADAnalyzer
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from pipecat.audio.vad.silero import SileroVADAnalyzer
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from pipecat.audio.vad.vad_analyzer import VADParams
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from pipecat.audio.vad.vad_analyzer import VADParams
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from pipecat.pipeline.pipeline import Pipeline
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from pipecat.pipeline.pipeline import Pipeline
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@@ -41,32 +43,6 @@ async def fetch_weather_from_api(function_name, tool_call_id, args, llm, context
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)
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)
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tools = [
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{
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"function_declarations": [
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{
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"name": "get_current_weather",
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"description": "Get the current weather",
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"parameters": {
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"type": "object",
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"properties": {
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"location": {
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"type": "string",
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"description": "The city and state, e.g. San Francisco, CA",
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},
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"format": {
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"type": "string",
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"enum": ["celsius", "fahrenheit"],
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"description": "The temperature unit to use. Infer this from the users location.",
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},
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},
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"required": ["location", "format"],
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},
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},
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]
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}
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]
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system_instruction = """
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system_instruction = """
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You are a helpful assistant who can answer questions and use tools.
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You are a helpful assistant who can answer questions and use tools.
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@@ -95,6 +71,27 @@ async def main():
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),
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),
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)
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)
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weather_function = FunctionSchema(
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name="get_current_weather",
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description="Get the current weather",
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properties={
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"location": {
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"type": "string",
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"description": "The city and state, e.g. San Francisco, CA",
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},
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"format": {
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"type": "string",
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"enum": ["celsius", "fahrenheit"],
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"description": "The temperature unit to use. Infer this from the user's location.",
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},
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},
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required=["location", "format"],
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)
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search_tool = {"google_search": {}}
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tools = ToolsSchema(
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standard_tools=[weather_function], custom_tools={AdapterType.GEMINI: [search_tool]}
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)
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llm = GeminiMultimodalLiveLLMService(
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llm = GeminiMultimodalLiveLLMService(
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api_key=os.getenv("GOOGLE_API_KEY"),
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api_key=os.getenv("GOOGLE_API_KEY"),
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system_instruction=system_instruction,
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system_instruction=system_instruction,
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