Refactored gemini multimodal example to use the unified format for function calling.

This commit is contained in:
Filipi Fuchter
2025-03-06 11:59:08 -03:00
parent 4b167a3c3d
commit 21443b9a08

View File

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