Scrapegraph-ai/examples/oneapi/search_graph_schema_oneapi.py
Marco Vinciguerra 4f53b09bf1
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add examples for schema
2024-06-05 10:43:57 +02:00

56 lines
1.5 KiB
Python

"""
Example of Search Graph
"""
from scrapegraphai.graphs import SearchGraph
from scrapegraphai.utils import convert_to_csv, convert_to_json, prettify_exec_info
from pydantic import BaseModel, Field
from typing import List
# ************************************************
# Define the output schema for the graph
# ************************************************
class Dish(BaseModel):
name: str = Field(description="The name of the dish")
description: str = Field(description="The description of the dish")
class Dishes(BaseModel):
dishes: List[Dish]
# ************************************************
# Define the configuration for the graph
# ************************************************
graph_config = {
"llm": {
"api_key": "***************************",
"model": "oneapi/qwen-turbo",
"base_url": "http://127.0.0.1:3000/v1", # 设置 OneAPI URL
}
}
# ************************************************
# Create the SearchGraph instance and run it
# ************************************************
search_graph = SearchGraph(
prompt="List me Chioggia's famous dishes",
config=graph_config,
schema=Dishes
)
result = search_graph.run()
print(result)
# ************************************************
# Get graph execution info
# ************************************************
graph_exec_info = search_graph.get_execution_info()
print(prettify_exec_info(graph_exec_info))
# Save to json and csv
convert_to_csv(result, "result")
convert_to_json(result, "result")