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assist/src/web/blueprints/knowledge.py

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# -*- coding: utf-8 -*-
"""
知识库管理蓝图
处理知识库相关的API路由
"""
import os
import tempfile
import uuid
from flask import Blueprint, request, jsonify
from src.main import TSPAssistant
from src.agent_assistant import TSPAgentAssistant
knowledge_bp = Blueprint('knowledge', __name__, url_prefix='/api/knowledge')
# 使用全局单例避免重复创建
_assistant = None
_agent_assistant = None
def get_assistant():
"""获取TSP助手实例懒加载"""
global _assistant
if _assistant is None:
_assistant = TSPAssistant()
return _assistant
def get_agent_assistant():
"""获取Agent助手实例懒加载"""
global _agent_assistant
if _agent_assistant is None:
_agent_assistant = TSPAgentAssistant()
return _agent_assistant
@knowledge_bp.route('')
def get_knowledge():
"""获取知识库列表"""
try:
# 获取分页参数
page = request.args.get('page', 1, type=int)
per_page = request.args.get('per_page', 10, type=int)
# 从数据库获取知识库数据
knowledge_entries = get_assistant().knowledge_manager.get_knowledge_entries(
page=page, per_page=per_page
)
return jsonify(knowledge_entries)
except Exception as e:
return jsonify({"error": str(e)}), 500
@knowledge_bp.route('/search')
def search_knowledge():
"""搜索知识库"""
try:
query = request.args.get('q', '')
# 这里应该调用知识库管理器的搜索方法
results = get_assistant().search_knowledge(query, top_k=5)
return jsonify(results.get('results', []))
except Exception as e:
return jsonify({"error": str(e)}), 500
@knowledge_bp.route('', methods=['POST'])
def add_knowledge():
"""添加知识库条目"""
try:
data = request.get_json()
success = get_assistant().knowledge_manager.add_knowledge_entry(
question=data['question'],
answer=data['answer'],
category=data['category'],
confidence_score=data['confidence_score']
)
return jsonify({"success": success, "message": "知识添加成功" if success else "添加失败"})
except Exception as e:
return jsonify({"error": str(e)}), 500
@knowledge_bp.route('/stats')
def get_knowledge_stats():
"""获取知识库统计"""
try:
stats = get_assistant().knowledge_manager.get_knowledge_stats()
return jsonify(stats)
except Exception as e:
return jsonify({"error": str(e)}), 500
@knowledge_bp.route('/upload', methods=['POST'])
def upload_knowledge_file():
"""上传文件并生成知识库"""
try:
if 'file' not in request.files:
return jsonify({"error": "没有上传文件"}), 400
file = request.files['file']
if file.filename == '':
return jsonify({"error": "没有选择文件"}), 400
# 保存文件到临时目录
import tempfile
import os
import uuid
# 创建唯一的临时文件名
temp_filename = f"upload_{uuid.uuid4()}{os.path.splitext(file.filename)[1]}"
temp_path = os.path.join(tempfile.gettempdir(), temp_filename)
try:
# 保存文件
file.save(temp_path)
# 使用Agent助手处理文件
result = get_agent_assistant().process_file_to_knowledge(temp_path, file.filename)
return jsonify(result)
finally:
# 确保删除临时文件
try:
if os.path.exists(temp_path):
os.unlink(temp_path)
except Exception as cleanup_error:
import logging
logger = logging.getLogger(__name__)
logger.warning(f"清理临时文件失败: {cleanup_error}")
except Exception as e:
import logging
logger = logging.getLogger(__name__)
logger.error(f"文件上传处理失败: {e}")
return jsonify({"error": str(e)}), 500
@knowledge_bp.route('/delete/<int:knowledge_id>', methods=['DELETE'])
def delete_knowledge(knowledge_id):
"""删除知识库条目"""
try:
success = get_assistant().knowledge_manager.delete_knowledge_entry(knowledge_id)
return jsonify({"success": success, "message": "删除成功" if success else "删除失败"})
except Exception as e:
return jsonify({"error": str(e)}), 500
@knowledge_bp.route('/verify/<int:knowledge_id>', methods=['POST'])
def verify_knowledge(knowledge_id):
"""验证知识库条目"""
try:
data = request.get_json() or {}
verified_by = data.get('verified_by', 'admin')
success = get_assistant().knowledge_manager.verify_knowledge_entry(knowledge_id, verified_by)
return jsonify({"success": success, "message": "验证成功" if success else "验证失败"})
except Exception as e:
return jsonify({"error": str(e)}), 500
@knowledge_bp.route('/unverify/<int:knowledge_id>', methods=['POST'])
def unverify_knowledge(knowledge_id):
"""取消验证知识库条目"""
try:
success = get_assistant().knowledge_manager.unverify_knowledge_entry(knowledge_id)
return jsonify({"success": success, "message": "取消验证成功" if success else "取消验证失败"})
except Exception as e:
return jsonify({"error": str(e)}), 500