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67281fe06a | ||
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@ -1,3 +1,9 @@
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from .init_db import get_engine, initialize_sqlite_db
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from .init_db import get_sqlite_engine, initialize_sqlite_db
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from .prompt_store import get_prompt_tinydb, initialize_prompt_store
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__all__ = ['get_engine', 'initialize_sqlite_db']
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__all__ = [
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"get_sqlite_engine",
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"initialize_sqlite_db",
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"get_prompt_tinydb",
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"initialize_prompt_store"
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]
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@ -1,9 +1,9 @@
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import os
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import sys
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from sqlmodel import SQLModel, create_engine, Session
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from sqlmodel import select
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from typing import Optional
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import os
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from pathlib import Path
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import sys
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from dotenv import load_dotenv
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from sqlalchemy.engine import Engine
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@ -14,7 +14,7 @@ from schema.dataset_generation import APIProvider
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# 全局变量,用于存储数据库引擎实例
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_engine: Optional[Engine] = None
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def get_engine(workdir: str) -> Engine:
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def get_sqlite_engine(workdir: str) -> Engine:
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"""
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获取数据库引擎实例。如果引擎尚未创建,则创建一个新的引擎并返回。
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@ -74,6 +74,6 @@ if __name__ == "__main__":
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# 定义工作目录路径
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workdir = os.path.join(os.path.dirname(__file__), "..", "workdir")
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# 获取数据库引擎
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engine = get_engine(workdir)
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engine = get_sqlite_engine(workdir)
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# 初始化数据库
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initialize_sqlite_db(engine)
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60
db/prompt_store.py
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60
db/prompt_store.py
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@ -0,0 +1,60 @@
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import os
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import json
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import sys
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from typing import Optional
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from pathlib import Path
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from datetime import datetime, timezone
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from tinydb import TinyDB, Query
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from tinydb.storages import JSONStorage
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# 将项目根目录添加到系统路径中,以便能够导入项目中的其他模块
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sys.path.append(str(Path(__file__).resolve().parent.parent))
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from schema.prompt import promptTempleta
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# 全局变量,用于存储TinyDB实例
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_db_instance: Optional[TinyDB] = None
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# 自定义存储类,用于格式化JSON数据
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def get_prompt_tinydb(workdir: str) -> TinyDB:
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"""
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获取TinyDB实例。如果实例尚未创建,则创建一个新的并返回。
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Args:
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workdir (str): 工作目录路径,用于确定数据库文件的存储位置。
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Returns:
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TinyDB: TinyDB数据库实例
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"""
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global _db_instance
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if not _db_instance:
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# 创建数据库目录(如果不存在)
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db_dir = os.path.join(workdir, "db")
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os.makedirs(db_dir, exist_ok=True)
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# 定义数据库文件路径
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db_path = os.path.join(db_dir, "prompts.json")
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# 创建TinyDB实例
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_db_instance = TinyDB(db_path)
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return _db_instance
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def initialize_prompt_store(db: TinyDB) -> None:
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"""
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初始化prompt模板存储
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Args:
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db (TinyDB): TinyDB数据库实例
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"""
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db.insert(promptTempleta(name="default",
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description="默认提示词模板",
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content="""项目名为:{ project_name }
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请依据以下该项目官方文档的部分内容,创造合适的对话数据集用于微调一个了解该项目的小模型的语料,要求兼顾文档中间尽可能多的信息点,使用中文
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文档节选:{ content }
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按照如下json格式返回:{ json }""").model_dump())
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# TinyDB不需要显式创建表结构,首次使用时自动创建
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if __name__ == "__main__":
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# 定义工作目录路径
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workdir = os.path.join(os.path.dirname(__file__), "..", "workdir")
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# 获取数据库实例
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db = get_prompt_tinydb(workdir)
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# 初始化prompt存储
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initialize_prompt_store(db)
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@ -1,7 +1,7 @@
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import gradio as gr
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from typing import List
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from sqlmodel import Session, select
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from db import get_engine
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from db import get_sqlite_engine
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from schema import APIProvider
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import os
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from global_var import sql_engine
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@ -30,7 +30,7 @@ def setting_page():
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session.add(new_provider)
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session.commit()
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session.refresh(new_provider)
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return get_providers()
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return get_providers(), "", "", "" # 返回清空后的输入框值
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except Exception as e:
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raise gr.Error(f"添加失败: {str(e)}")
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@ -108,7 +108,7 @@ def setting_page():
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add_button.click(
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fn=add_provider,
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inputs=[model_id_input, base_url_input, api_key_input],
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outputs=[provider_table]
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outputs=[provider_table, model_id_input, base_url_input, api_key_input] # 添加清空输入框的输出
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)
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provider_table.select(select_record, [], [], show_progress="hidden")
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@ -1,3 +1,5 @@
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from db import get_engine
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from db import get_sqlite_engine
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from db import get_prompt_tinydb
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sql_engine = get_engine("workdir")
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prompt_store = get_prompt_tinydb("workdir")
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sql_engine = get_sqlite_engine("workdir")
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6
main.py
6
main.py
@ -1,12 +1,12 @@
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import gradio as gr
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from frontend.setting_page import setting_page
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from frontend import *
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from db import initialize_sqlite_db
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from global_var import sql_engine
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from db import initialize_sqlite_db,initialize_prompt_store
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from global_var import sql_engine,prompt_store
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if __name__ == "__main__":
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initialize_sqlite_db(sql_engine)
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initialize_prompt_store(prompt_store)
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with gr.Blocks() as app:
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gr.Markdown("# 基于文档驱动的自适应编码大模型微调框架")
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with gr.Tabs():
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@ -2,4 +2,5 @@ openai>=1.0.0
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python-dotenv>=1.0.0
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pydantic>=2.0.0
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gradio>=5.0.0
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langchain>=0.3
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langchain>=0.3
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tinydb>=4.0.0
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13
schema/prompt.py
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13
schema/prompt.py
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@ -0,0 +1,13 @@
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from pydantic import BaseModel, Field
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from typing import Optional
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from datetime import datetime, timezone
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class promptTempleta(BaseModel):
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id: Optional[int] = Field(default=None, description="模板ID")
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name: Optional[str] = Field(default="", description="模板名称")
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description: Optional[str] = Field(default="", description="模板描述")
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content: str = Field(default="", min_length=1, description="模板内容")
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created_at: str = Field(
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default_factory=lambda: datetime.now(timezone.utc).isoformat(),
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description="记录创建时间"
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)
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