mirror of
https://github.com/open-webui/open-webui
synced 2025-06-26 18:26:48 +00:00
feat: tools backend
This commit is contained in:
Timothy J. Baek
parent
c4629c8c2d
commit
3a96e1f109
61
backend/apps/webui/internal/migrations/012_add_tools.py
Normal file
61
backend/apps/webui/internal/migrations/012_add_tools.py
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@ -0,0 +1,61 @@
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"""Peewee migrations -- 009_add_models.py.
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Some examples (model - class or model name)::
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> Model = migrator.orm['table_name'] # Return model in current state by name
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> Model = migrator.ModelClass # Return model in current state by name
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> migrator.sql(sql) # Run custom SQL
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> migrator.run(func, *args, **kwargs) # Run python function with the given args
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> migrator.create_model(Model) # Create a model (could be used as decorator)
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> migrator.remove_model(model, cascade=True) # Remove a model
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> migrator.add_fields(model, **fields) # Add fields to a model
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> migrator.change_fields(model, **fields) # Change fields
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> migrator.remove_fields(model, *field_names, cascade=True)
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> migrator.rename_field(model, old_field_name, new_field_name)
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> migrator.rename_table(model, new_table_name)
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> migrator.add_index(model, *col_names, unique=False)
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> migrator.add_not_null(model, *field_names)
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> migrator.add_default(model, field_name, default)
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> migrator.add_constraint(model, name, sql)
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> migrator.drop_index(model, *col_names)
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> migrator.drop_not_null(model, *field_names)
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> migrator.drop_constraints(model, *constraints)
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"""
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from contextlib import suppress
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import peewee as pw
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from peewee_migrate import Migrator
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with suppress(ImportError):
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import playhouse.postgres_ext as pw_pext
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def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
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"""Write your migrations here."""
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@migrator.create_model
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class Tool(pw.Model):
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id = pw.TextField(unique=True)
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user_id = pw.TextField()
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name = pw.TextField()
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content = pw.TextField()
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specs = pw.TextField()
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meta = pw.TextField()
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created_at = pw.BigIntegerField(null=False)
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updated_at = pw.BigIntegerField(null=False)
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class Meta:
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table_name = "tool"
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def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
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"""Write your rollback migrations here."""
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migrator.remove_model("tool")
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@ -6,6 +6,7 @@ from apps.webui.routers import (
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users,
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chats,
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documents,
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tools,
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models,
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prompts,
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configs,
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@ -26,8 +27,8 @@ from config import (
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WEBUI_AUTH_TRUSTED_EMAIL_HEADER,
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JWT_EXPIRES_IN,
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WEBUI_BANNERS,
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AppConfig,
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ENABLE_COMMUNITY_SHARING,
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AppConfig,
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)
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app = FastAPI()
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@ -70,6 +71,7 @@ app.include_router(users.router, prefix="/users", tags=["users"])
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app.include_router(chats.router, prefix="/chats", tags=["chats"])
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app.include_router(documents.router, prefix="/documents", tags=["documents"])
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app.include_router(tools.router, prefix="/tools", tags=["tools"])
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app.include_router(models.router, prefix="/models", tags=["models"])
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app.include_router(prompts.router, prefix="/prompts", tags=["prompts"])
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app.include_router(memories.router, prefix="/memories", tags=["memories"])
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131
backend/apps/webui/models/tools.py
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131
backend/apps/webui/models/tools.py
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@ -0,0 +1,131 @@
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from pydantic import BaseModel
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from peewee import *
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from playhouse.shortcuts import model_to_dict
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from typing import List, Union, Optional
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import time
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import logging
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from apps.webui.internal.db import DB, JSONField
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import json
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from config import SRC_LOG_LEVELS
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log = logging.getLogger(__name__)
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log.setLevel(SRC_LOG_LEVELS["MODELS"])
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####################
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# Tools DB Schema
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####################
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class Tool(Model):
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id = CharField(unique=True)
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user_id = CharField()
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name = TextField()
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content = TextField()
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specs = JSONField()
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meta = JSONField()
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updated_at = BigIntegerField()
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created_at = BigIntegerField()
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class Meta:
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database = DB
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class ToolMeta(BaseModel):
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description: Optional[str] = None
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class ToolModel(BaseModel):
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id: str
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user_id: str
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name: str
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content: str
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specs: dict
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meta: ToolMeta
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updated_at: int # timestamp in epoch
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created_at: int # timestamp in epoch
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####################
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# Forms
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####################
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class ToolResponse(BaseModel):
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id: str
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user_id: str
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name: str
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meta: ToolMeta
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updated_at: int # timestamp in epoch
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created_at: int # timestamp in epoch
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class ToolForm(BaseModel):
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id: str
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name: str
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content: str
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meta: ToolMeta
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class ToolsTable:
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def __init__(self, db):
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self.db = db
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self.db.create_tables([Tool])
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def insert_new_tool(
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self, user_id: str, form_data: ToolForm, specs: dict
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) -> Optional[ToolModel]:
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tool = ToolModel(
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**{
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**form_data.model_dump(),
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"specs": specs,
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"user_id": user_id,
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"updated_at": int(time.time()),
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"created_at": int(time.time()),
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}
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)
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try:
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result = Tool.create(**tool.model_dump())
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if result:
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return tool
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else:
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return None
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except:
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return None
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def get_tool_by_id(self, id: str) -> Optional[ToolModel]:
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try:
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tool = Tool.get(Tool.id == id)
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return ToolModel(**model_to_dict(tool))
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except:
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return None
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def get_tools(self) -> List[ToolModel]:
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return [ToolModel(**model_to_dict(tool)) for tool in Tool.select()]
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def update_tool_by_id(self, id: str, updated: dict) -> Optional[ToolModel]:
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try:
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query = Tool.update(
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**updated,
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updated_at=int(time.time()),
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).where(Tool.id == id)
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query.execute()
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tool = Tool.get(Tool.id == id)
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return ToolModel(**model_to_dict(tool))
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except:
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return None
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def delete_tool_by_id(self, id: str) -> bool:
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try:
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query = Tool.delete().where((Tool.id == id))
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query.execute() # Remove the rows, return number of rows removed.
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return True
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except:
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return False
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Tools = ToolsTable(DB)
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162
backend/apps/webui/routers/tools.py
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162
backend/apps/webui/routers/tools.py
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@ -0,0 +1,162 @@
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from fastapi import Depends, FastAPI, HTTPException, status
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from datetime import datetime, timedelta
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from typing import List, Union, Optional
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from fastapi import APIRouter
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from pydantic import BaseModel
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import json
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from apps.webui.models.tools import Tools, ToolForm, ToolModel, ToolResponse
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from utils.utils import get_current_user, get_admin_user
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from utils.tools import get_tools_specs
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from constants import ERROR_MESSAGES
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from importlib import util
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import os
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from config import DATA_DIR
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TOOLS_DIR = f"{DATA_DIR}/tools"
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os.makedirs(TOOLS_DIR, exist_ok=True)
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TOOLS = {}
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router = APIRouter()
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def load_toolkit_module_from_path(tools_id, tools_path):
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spec = util.spec_from_file_location(tools_id, tools_path)
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module = util.module_from_spec(spec)
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try:
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spec.loader.exec_module(module)
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print(f"Loaded module: {module.__name__}")
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if hasattr(module, "Tools"):
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return module.Tools()
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else:
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raise Exception("No Tools class found")
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except Exception as e:
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print(f"Error loading module: {tools_id}")
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# Move the file to the error folder
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os.rename(tools_path, f"{tools_path}.error")
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raise e
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############################
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# GetToolkits
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############################
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@router.get("/", response_model=List[ToolResponse])
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async def get_toolkits(user=Depends(get_current_user)):
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toolkits = [ToolResponse(**toolkit) for toolkit in Tools.get_tools()]
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return toolkits
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############################
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# CreateNewToolKit
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############################
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@router.post("/create", response_model=Optional[ToolResponse])
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async def create_new_toolkit(form_data: ToolForm, user=Depends(get_admin_user)):
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toolkit = Tools.get_tool_by_id(form_data.id)
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if toolkit == None:
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toolkit_path = os.path.join(TOOLS_DIR, f"{form_data.id}.py")
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try:
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with open(toolkit_path, "w") as tool_file:
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tool_file.write(form_data.content)
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toolkit_module = load_toolkit_module_from_path(form_data.id, toolkit_path)
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TOOLS[form_data.id] = toolkit_module
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specs = get_tools_specs(TOOLS[form_data.id])
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toolkit = Tools.insert_new_tool(user.id, form_data, specs)
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if toolkit:
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return ToolResponse(**toolkit)
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else:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail=ERROR_MESSAGES.FILE_EXISTS,
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)
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except Exception as e:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail=ERROR_MESSAGES.DEFAULT(e),
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)
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else:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail=ERROR_MESSAGES.NAME_TAG_TAKEN,
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)
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############################
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# GetToolkitById
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############################
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@router.get("/id/{id}", response_model=Optional[ToolResponse])
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async def get_toolkit_by_id(id: str, user=Depends(get_admin_user)):
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toolkit = Tools.get_tool_by_id(id)
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if toolkit:
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return ToolResponse(**toolkit)
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else:
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raise HTTPException(
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status_code=status.HTTP_401_UNAUTHORIZED,
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detail=ERROR_MESSAGES.NOT_FOUND,
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)
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############################
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# UpdateToolkitById
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############################
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@router.post("/id/{id}/update", response_model=Optional[ToolResponse])
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async def update_toolkit_by_id(
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id: str, form_data: ToolForm, user=Depends(get_admin_user)
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):
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toolkit_path = os.path.join(TOOLS_DIR, f"{id}.py")
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try:
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with open(toolkit_path, "w") as tool_file:
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tool_file.write(form_data.content)
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toolkit_module = load_toolkit_module_from_path(id, toolkit_path)
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TOOLS[id] = toolkit_module
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specs = get_tools_specs(TOOLS[id])
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toolkit = Tools.update_tool_by_id(
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id, {**form_data.model_dump(), "specs": specs}
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)
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if toolkit:
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return ToolResponse(**toolkit)
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else:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail=ERROR_MESSAGES.DEFAULT("Error updating toolkit"),
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)
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except Exception as e:
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raise HTTPException(
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status_code=status.HTTP_400_BAD_REQUEST,
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detail=ERROR_MESSAGES.DEFAULT(e),
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)
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############################
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# DeleteToolkitById
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############################
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@router.delete("/id/{id}/delete", response_model=bool)
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async def delete_toolkit_by_id(id: str, user=Depends(get_admin_user)):
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result = Tools.delete_tool_by_id(id)
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return result
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73
backend/utils/tools.py
Normal file
73
backend/utils/tools.py
Normal file
@ -0,0 +1,73 @@
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import inspect
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from typing import get_type_hints, List, Dict, Any
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def doc_to_dict(docstring):
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lines = docstring.split("\n")
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description = lines[1].strip()
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param_dict = {}
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for line in lines:
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if ":param" in line:
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line = line.replace(":param", "").strip()
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param, desc = line.split(":", 1)
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param_dict[param.strip()] = desc.strip()
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ret_dict = {"description": description, "params": param_dict}
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return ret_dict
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def get_tools_specs(tools) -> List[dict]:
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function_list = [
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{"name": func, "function": getattr(tools, func)}
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for func in dir(tools)
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if callable(getattr(tools, func)) and not func.startswith("__")
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]
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specs = []
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for function_item in function_list:
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function_name = function_item["name"]
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function = function_item["function"]
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function_doc = doc_to_dict(function.__doc__ or function_name)
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specs.append(
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{
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"name": function_name,
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# TODO: multi-line desc?
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"description": function_doc.get("description", function_name),
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"parameters": {
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"type": "object",
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"properties": {
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param_name: {
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"type": param_annotation.__name__.lower(),
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**(
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{
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"enum": (
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param_annotation.__args__
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if hasattr(param_annotation, "__args__")
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else None
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)
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}
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if hasattr(param_annotation, "__args__")
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else {}
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),
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"description": function_doc.get("params", {}).get(
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param_name, param_name
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),
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}
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for param_name, param_annotation in get_type_hints(
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function
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).items()
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if param_name != "return"
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},
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"required": [
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name
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for name, param in inspect.signature(
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function
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).parameters.items()
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if param.default is param.empty
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],
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},
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}
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)
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return specs
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@ -4,12 +4,16 @@
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const { saveAs } = fileSaver;
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import { onMount, getContext } from 'svelte';
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import { WEBUI_NAME, prompts } from '$lib/stores';
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import { WEBUI_NAME, prompts, tools } from '$lib/stores';
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import { createNewPrompt, deletePromptByCommand, getPrompts } from '$lib/apis/prompts';
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import { goto } from '$app/navigation';
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const i18n = getContext('i18n');
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let toolsImportInputElement: HTMLInputElement;
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let importFiles;
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let query = '';
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</script>
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@ -65,3 +69,167 @@
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</div>
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</div>
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<hr class=" dark:border-gray-850 my-2.5" />
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<div class="my-3 mb-5">
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{#each $tools.filter((t) => query === '' || t.name.includes(query)) as tool}
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<div
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class=" flex space-x-4 cursor-pointer w-full px-3 py-2 dark:hover:bg-white/5 hover:bg-black/5 rounded-xl"
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>
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<div class=" flex flex-1 space-x-4 cursor-pointer w-full">
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<a href={`/workspace/tools/edit?id=${encodeURIComponent(tool.id)}`}>
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<div class=" flex-1 self-center pl-5">
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<div class=" font-bold">{tool.name}</div>
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<div class=" text-xs overflow-hidden text-ellipsis line-clamp-1">
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{tool.meta.description}
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</div>
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</div>
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</a>
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</div>
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<div class="flex flex-row space-x-1 self-center">
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<a
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class="self-center w-fit text-sm px-2 py-2 dark:text-gray-300 dark:hover:text-white hover:bg-black/5 dark:hover:bg-white/5 rounded-xl"
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type="button"
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href={`/workspace/tools/edit?command=${encodeURIComponent(tool.id)}`}
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>
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<svg
|
||||
xmlns="http://www.w3.org/2000/svg"
|
||||
fill="none"
|
||||
viewBox="0 0 24 24"
|
||||
stroke-width="1.5"
|
||||
stroke="currentColor"
|
||||
class="w-4 h-4"
|
||||
>
|
||||
<path
|
||||
stroke-linecap="round"
|
||||
stroke-linejoin="round"
|
||||
d="M16.862 4.487l1.687-1.688a1.875 1.875 0 112.652 2.652L6.832 19.82a4.5 4.5 0 01-1.897 1.13l-2.685.8.8-2.685a4.5 4.5 0 011.13-1.897L16.863 4.487zm0 0L19.5 7.125"
|
||||
/>
|
||||
</svg>
|
||||
</a>
|
||||
|
||||
<button
|
||||
class="self-center w-fit text-sm px-2 py-2 dark:text-gray-300 dark:hover:text-white hover:bg-black/5 dark:hover:bg-white/5 rounded-xl"
|
||||
type="button"
|
||||
on:click={() => {
|
||||
sessionStorage.tool = JSON.stringify(tool);
|
||||
goto('/workspace/tools/create');
|
||||
}}
|
||||
>
|
||||
<svg
|
||||
xmlns="http://www.w3.org/2000/svg"
|
||||
fill="none"
|
||||
viewBox="0 0 24 24"
|
||||
stroke-width="1.5"
|
||||
stroke="currentColor"
|
||||
class="w-4 h-4"
|
||||
>
|
||||
<path
|
||||
stroke-linecap="round"
|
||||
stroke-linejoin="round"
|
||||
d="M15.75 17.25v3.375c0 .621-.504 1.125-1.125 1.125h-9.75a1.125 1.125 0 0 1-1.125-1.125V7.875c0-.621.504-1.125 1.125-1.125H6.75a9.06 9.06 0 0 1 1.5.124m7.5 10.376h3.375c.621 0 1.125-.504 1.125-1.125V11.25c0-4.46-3.243-8.161-7.5-8.876a9.06 9.06 0 0 0-1.5-.124H9.375c-.621 0-1.125.504-1.125 1.125v3.5m7.5 10.375H9.375a1.125 1.125 0 0 1-1.125-1.125v-9.25m12 6.625v-1.875a3.375 3.375 0 0 0-3.375-3.375h-1.5a1.125 1.125 0 0 1-1.125-1.125v-1.5a3.375 3.375 0 0 0-3.375-3.375H9.75"
|
||||
/>
|
||||
</svg>
|
||||
</button>
|
||||
|
||||
<button
|
||||
class="self-center w-fit text-sm px-2 py-2 dark:text-gray-300 dark:hover:text-white hover:bg-black/5 dark:hover:bg-white/5 rounded-xl"
|
||||
type="button"
|
||||
on:click={() => {
|
||||
// deletePrompt(prompt.command);
|
||||
// deleteTool
|
||||
}}
|
||||
>
|
||||
<svg
|
||||
xmlns="http://www.w3.org/2000/svg"
|
||||
fill="none"
|
||||
viewBox="0 0 24 24"
|
||||
stroke-width="1.5"
|
||||
stroke="currentColor"
|
||||
class="w-4 h-4"
|
||||
>
|
||||
<path
|
||||
stroke-linecap="round"
|
||||
stroke-linejoin="round"
|
||||
d="M14.74 9l-.346 9m-4.788 0L9.26 9m9.968-3.21c.342.052.682.107 1.022.166m-1.022-.165L18.16 19.673a2.25 2.25 0 01-2.244 2.077H8.084a2.25 2.25 0 01-2.244-2.077L4.772 5.79m14.456 0a48.108 48.108 0 00-3.478-.397m-12 .562c.34-.059.68-.114 1.022-.165m0 0a48.11 48.11 0 013.478-.397m7.5 0v-.916c0-1.18-.91-2.164-2.09-2.201a51.964 51.964 0 00-3.32 0c-1.18.037-2.09 1.022-2.09 2.201v.916m7.5 0a48.667 48.667 0 00-7.5 0"
|
||||
/>
|
||||
</svg>
|
||||
</button>
|
||||
</div>
|
||||
</div>
|
||||
{/each}
|
||||
</div>
|
||||
|
||||
<div class=" flex justify-end w-full mb-2">
|
||||
<div class="flex space-x-2">
|
||||
<input
|
||||
id="documents-import-input"
|
||||
bind:this={toolsImportInputElement}
|
||||
bind:files={importFiles}
|
||||
type="file"
|
||||
accept=".json"
|
||||
hidden
|
||||
on:change={() => {
|
||||
console.log(importFiles);
|
||||
|
||||
const reader = new FileReader();
|
||||
reader.onload = async (event) => {
|
||||
const tools = JSON.parse(event.target.result);
|
||||
console.log(tools);
|
||||
};
|
||||
|
||||
reader.readAsText(importFiles[0]);
|
||||
}}
|
||||
/>
|
||||
|
||||
<button
|
||||
class="flex text-xs items-center space-x-1 px-3 py-1.5 rounded-xl bg-gray-50 hover:bg-gray-100 dark:bg-gray-800 dark:hover:bg-gray-700 dark:text-gray-200 transition"
|
||||
on:click={() => {
|
||||
toolsImportInputElement.click();
|
||||
}}
|
||||
>
|
||||
<div class=" self-center mr-2 font-medium">{$i18n.t('Import Tools')}</div>
|
||||
|
||||
<div class=" self-center">
|
||||
<svg
|
||||
xmlns="http://www.w3.org/2000/svg"
|
||||
viewBox="0 0 16 16"
|
||||
fill="currentColor"
|
||||
class="w-4 h-4"
|
||||
>
|
||||
<path
|
||||
fill-rule="evenodd"
|
||||
d="M4 2a1.5 1.5 0 0 0-1.5 1.5v9A1.5 1.5 0 0 0 4 14h8a1.5 1.5 0 0 0 1.5-1.5V6.621a1.5 1.5 0 0 0-.44-1.06L9.94 2.439A1.5 1.5 0 0 0 8.878 2H4Zm4 9.5a.75.75 0 0 1-.75-.75V8.06l-.72.72a.75.75 0 0 1-1.06-1.06l2-2a.75.75 0 0 1 1.06 0l2 2a.75.75 0 1 1-1.06 1.06l-.72-.72v2.69a.75.75 0 0 1-.75.75Z"
|
||||
clip-rule="evenodd"
|
||||
/>
|
||||
</svg>
|
||||
</div>
|
||||
</button>
|
||||
|
||||
<button
|
||||
class="flex text-xs items-center space-x-1 px-3 py-1.5 rounded-xl bg-gray-50 hover:bg-gray-100 dark:bg-gray-800 dark:hover:bg-gray-700 dark:text-gray-200 transition"
|
||||
on:click={async () => {
|
||||
let blob = new Blob([JSON.stringify($tools)], {
|
||||
type: 'application/json'
|
||||
});
|
||||
saveAs(blob, `tools-export-${Date.now()}.json`);
|
||||
}}
|
||||
>
|
||||
<div class=" self-center mr-2 font-medium">{$i18n.t('Export Tools')}</div>
|
||||
|
||||
<div class=" self-center">
|
||||
<svg
|
||||
xmlns="http://www.w3.org/2000/svg"
|
||||
viewBox="0 0 16 16"
|
||||
fill="currentColor"
|
||||
class="w-4 h-4"
|
||||
>
|
||||
<path
|
||||
fill-rule="evenodd"
|
||||
d="M4 2a1.5 1.5 0 0 0-1.5 1.5v9A1.5 1.5 0 0 0 4 14h8a1.5 1.5 0 0 0 1.5-1.5V6.621a1.5 1.5 0 0 0-.44-1.06L9.94 2.439A1.5 1.5 0 0 0 8.878 2H4Zm4 3.5a.75.75 0 0 1 .75.75v2.69l.72-.72a.75.75 0 1 1 1.06 1.06l-2 2a.75.75 0 0 1-1.06 0l-2-2a.75.75 0 0 1 1.06-1.06l.72.72V6.25A.75.75 0 0 1 8 5.5Z"
|
||||
clip-rule="evenodd"
|
||||
/>
|
||||
</svg>
|
||||
</div>
|
||||
</button>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
@ -14,7 +14,7 @@
|
||||
description: ''
|
||||
};
|
||||
|
||||
let code = '';
|
||||
let content = '';
|
||||
|
||||
$: if (name) {
|
||||
id = name.replace(/\s+/g, '_').toLowerCase();
|
||||
@ -97,7 +97,7 @@
|
||||
</div>
|
||||
|
||||
<div class="mb-2 flex-1 overflow-auto h-0 rounded-lg">
|
||||
<CodeEditor bind:value={code} bind:this={codeEditor} {saveHandler} />
|
||||
<CodeEditor bind:value={content} bind:this={codeEditor} {saveHandler} />
|
||||
</div>
|
||||
|
||||
<div class="pb-3 flex justify-end">
|
||||
|
||||
@ -23,24 +23,11 @@ export const chatId = writable('');
|
||||
|
||||
export const chats = writable([]);
|
||||
export const tags = writable([]);
|
||||
export const models: Writable<Model[]> = writable([]);
|
||||
|
||||
export const modelfiles = writable([]);
|
||||
export const models: Writable<Model[]> = writable([]);
|
||||
export const prompts: Writable<Prompt[]> = writable([]);
|
||||
export const documents = writable([
|
||||
{
|
||||
collection_name: 'collection_name',
|
||||
filename: 'filename',
|
||||
name: 'name',
|
||||
title: 'title'
|
||||
},
|
||||
{
|
||||
collection_name: 'collection_name1',
|
||||
filename: 'filename1',
|
||||
name: 'name1',
|
||||
title: 'title1'
|
||||
}
|
||||
]);
|
||||
export const documents: Writable<Document[]> = writable([]);
|
||||
export const tools = writable([]);
|
||||
|
||||
export const banners: Writable<Banner[]> = writable([]);
|
||||
|
||||
@ -135,6 +122,13 @@ type Prompt = {
|
||||
timestamp: number;
|
||||
};
|
||||
|
||||
type Document = {
|
||||
collection_name: string;
|
||||
filename: string;
|
||||
name: string;
|
||||
title: string;
|
||||
};
|
||||
|
||||
type Config = {
|
||||
status: boolean;
|
||||
name: string;
|
||||
|
||||
Loading…
Reference in New Issue
Block a user