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56 lines
1.8 KiB
Python
56 lines
1.8 KiB
Python
from typing import Any
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from flask_restx import ( # type: ignore
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Resource, # type: ignore
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)
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from pydantic import BaseModel
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from controllers.common.schema import register_schema_models
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from controllers.console import console_ns
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from controllers.console.datasets.wraps import get_rag_pipeline
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from controllers.console.wraps import account_initialization_required, setup_required, with_current_user
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from extensions.ext_database import db
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from libs.login import login_required
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from models import Account
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from models.dataset import Pipeline
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from services.rag_pipeline.rag_pipeline import RagPipelineService
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class Parser(BaseModel):
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inputs: dict[str, Any]
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datasource_type: str
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credential_id: str | None = None
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register_schema_models(console_ns, Parser)
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@console_ns.route("/rag/pipelines/<uuid:pipeline_id>/workflows/published/datasource/nodes/<string:node_id>/preview")
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class DataSourceContentPreviewApi(Resource):
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@console_ns.expect(console_ns.models[Parser.__name__])
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@console_ns.response(200, "Success")
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@setup_required
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@login_required
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@account_initialization_required
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@get_rag_pipeline
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@with_current_user
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def post(self, current_user: Account, pipeline: Pipeline, node_id: str):
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"""
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Run datasource content preview
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"""
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args = Parser.model_validate(console_ns.payload)
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inputs = args.inputs
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datasource_type = args.datasource_type
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rag_pipeline_service = RagPipelineService(db.session())
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preview_content = rag_pipeline_service.run_datasource_node_preview(
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pipeline=pipeline,
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node_id=node_id,
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user_inputs=inputs,
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account=current_user,
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datasource_type=datasource_type,
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is_published=True,
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credential_id=args.credential_id,
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)
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return preview_content, 200
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