OneKE / examples /config /Triple2KG.yaml
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model:
# Recommend using ChatGPT or DeepSeek APIs for complex Triple task.
category: ChatGPT # model category, chosen from ChatGPT, DeepSeek, LLaMA, Qwen, ChatGLM, MiniCPM, OneKE.
model_name_or_path: gpt-4o-mini # # model name, chosen from the model list of the selected category.
api_key: your_api_key # your API key for the model with API service. No need for open-source models.
base_url: https://api.openai.com/v1 # # base URL for the API service. No need for open-source models.
extraction:
mode: quick # extraction mode, chosen from quick, detailed, customized. Default set to quick. See src/config.yaml for more details.
task: Triple # task type, chosen from Base, NER, RE, EE. Now newly added task 'Triple'.
use_file: true # whether to use a file for the input text. Default set to false.
file_path: ./data/input_files/Artificial_Intelligence_Wikipedia.txt # # path to the input file. No need if use_file is set to false.
constraint: [["Person", "Place", "Event", "Property"], ["Interpersonal", "Located", "Ownership", "Action"]] # Specified entity or relation types for Triple Extraction task. You can write 3 lists for subject, relation and object types. Or you can write 2 lists for entity and relation types. Or you can write 1 list for entity type only.
update_case: false # whether to update the case repository. Default set to false.
show_trajectory: false # whether to display the extracted intermediate steps
# construct: # (Optional) If you want to construct a Knowledge Graph, you need to set the construct field, or you must delete this field.
# database: Neo4j # database type, now only support Neo4j.
# url: neo4j://localhost:7687 # your database URL,Neo4j's default port is 7687.
# username: your_username # your database username.
# password: "your_password" # your database password.