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.claude/skills/theme-factory/themes/forest-canopy.md new file: .claude/skills/theme-factory/themes/golden-hour.md new file: .claude/skills/theme-factory/themes/midnight-galaxy.md new file: .claude/skills/theme-factory/themes/modern-minimalist.md new file: .claude/skills/theme-factory/themes/ocean-depths.md new file: .claude/skills/theme-factory/themes/sunset-boulevard.md new file: .claude/skills/theme-factory/themes/tech-innovation.md new file: .claude/skills/web-artifacts-builder/.openskills.json new file: .claude/skills/web-artifacts-builder/LICENSE.txt new file: .claude/skills/web-artifacts-builder/SKILL.md new file: .claude/skills/web-artifacts-builder/scripts/bundle-artifact.sh new file: .claude/skills/web-artifacts-builder/scripts/init-artifact.sh new file: .claude/skills/web-artifacts-builder/scripts/shadcn-components.tar.gz new file: .claude/skills/webapp-testing/.openskills.json new file: .claude/skills/webapp-testing/LICENSE.txt new file: .claude/skills/webapp-testing/SKILL.md new file: .claude/skills/webapp-testing/examples/console_logging.py new file: .claude/skills/webapp-testing/examples/element_discovery.py new file: .claude/skills/webapp-testing/examples/static_html_automation.py new file: .claude/skills/webapp-testing/scripts/with_server.py new file: .claude/skills/xlsx/.openskills.json new file: .claude/skills/xlsx/LICENSE.txt new file: .claude/skills/xlsx/SKILL.md new file: .claude/skills/xlsx/scripts/office/helpers/__init__.py new file: .claude/skills/xlsx/scripts/office/helpers/merge_runs.py new file: .claude/skills/xlsx/scripts/office/helpers/simplify_redlines.py new file: .claude/skills/xlsx/scripts/office/pack.py new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-chart.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-chartDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-diagram.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-lockedCanvas.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-main.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-picture.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-spreadsheetDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/dml-wordprocessingDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/pml.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-additionalCharacteristics.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-bibliography.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-commonSimpleTypes.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-customXmlDataProperties.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-customXmlSchemaProperties.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesCustom.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesExtended.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-documentPropertiesVariantTypes.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-math.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/shared-relationshipReference.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/sml.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-main.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-officeDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-presentationDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-spreadsheetDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/vml-wordprocessingDrawing.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/wml.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ISO-IEC29500-4_2016/xml.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ecma/fouth-edition/opc-contentTypes.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ecma/fouth-edition/opc-coreProperties.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ecma/fouth-edition/opc-digSig.xsd new file: .claude/skills/xlsx/scripts/office/schemas/ecma/fouth-edition/opc-relationships.xsd new file: .claude/skills/xlsx/scripts/office/schemas/mce/mc.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-2010.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-2012.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-2018.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-cex-2018.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-cid-2016.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-sdtdatahash-2020.xsd new file: .claude/skills/xlsx/scripts/office/schemas/microsoft/wml-symex-2015.xsd new file: .claude/skills/xlsx/scripts/office/soffice.py new file: .claude/skills/xlsx/scripts/office/unpack.py new file: .claude/skills/xlsx/scripts/office/validate.py new file: .claude/skills/xlsx/scripts/office/validators/__init__.py new file: .claude/skills/xlsx/scripts/office/validators/base.py new file: .claude/skills/xlsx/scripts/office/validators/docx.py new file: .claude/skills/xlsx/scripts/office/validators/pptx.py new file: .claude/skills/xlsx/scripts/office/validators/redlining.py new file: .claude/skills/xlsx/scripts/recalc.py new file: .env.example new file: .gitignore new file: config/mcp.json new file: config/models.json new file: config/personalities.json new file: docs/AGENTS.md new file: docs/AI_IMPLEMENTATION.md new file: docs/AI_INTEGRATION_COMPLETE.md new file: docs/AI_QUICKSTART.md new file: docs/AI_SUMMARY.md new file: docs/CHANGELOG.md new file: docs/CONFIG_GUIDE.md new file: docs/FIXES.md new file: docs/PROJECT_REFACTOR.md new file: docs/README.md new file: docs/README_INDEX.md new file: examples/ai_example.py new file: main.py new file: pytest.ini new file: requirements.txt new file: scripts/migrate_to_vector_db.py new file: skills/cmd_zip_skill/README.md new file: skills/cmd_zip_skill/__init__.py new file: skills/cmd_zip_skill/main.py new file: skills/cmd_zip_skill/skill.json new file: skills/cmd_zip_skill_1772465404375/README.md new file: skills/cmd_zip_skill_1772465404375/__init__.py new file: skills/cmd_zip_skill_1772465404375/main.py new file: skills/cmd_zip_skill_1772465404375/skill.json new file: skills/cmd_zip_skill_1772465434774/README.md new file: skills/cmd_zip_skill_1772465434774/__init__.py new file: skills/cmd_zip_skill_1772465434774/main.py new file: skills/cmd_zip_skill_1772465434774/skill.json new file: skills/cmd_zip_skill_1772465467809/README.md new file: skills/cmd_zip_skill_1772465467809/__init__.py new file: skills/cmd_zip_skill_1772465467809/main.py new file: skills/cmd_zip_skill_1772465467809/skill.json new file: skills/cmd_zip_skill_1772465652075/README.md new file: skills/cmd_zip_skill_1772465652075/__init__.py new file: skills/cmd_zip_skill_1772465652075/main.py new file: skills/cmd_zip_skill_1772465652075/skill.json new file: skills/cmd_zip_skill_1772465685352/README.md new file: skills/cmd_zip_skill_1772465685352/__init__.py new file: skills/cmd_zip_skill_1772465685352/main.py new file: skills/cmd_zip_skill_1772465685352/skill.json new file: skills/cmd_zip_skill_1772465936294/README.md new file: skills/cmd_zip_skill_1772465936294/__init__.py new file: skills/cmd_zip_skill_1772465936294/main.py new file: skills/cmd_zip_skill_1772465936294/skill.json new file: skills/cmd_zip_skill_1772465966322/README.md new file: skills/cmd_zip_skill_1772465966322/__init__.py new file: skills/cmd_zip_skill_1772465966322/main.py new file: skills/cmd_zip_skill_1772465966322/skill.json new file: skills/cmd_zip_skill_1772466071278/README.md new file: skills/cmd_zip_skill_1772466071278/__init__.py new file: skills/cmd_zip_skill_1772466071278/main.py new file: skills/cmd_zip_skill_1772466071278/skill.json new file: skills/skills_creator/README.md new file: skills/skills_creator/__init__.py new file: skills/skills_creator/main.py new file: skills/skills_creator/skill.json new file: src/__init__.py new file: src/ai/__init__.py new file: src/ai/base.py new file: src/ai/client.py new file: src/ai/docs/README.md new file: src/ai/mcp/__init__.py new file: src/ai/mcp/base.py new file: src/ai/mcp/servers/__init__.py new file: src/ai/mcp/servers/filesystem.py new file: src/ai/memory.py new file: src/ai/models/__init__.py new file: src/ai/models/anthropic_model.py new file: src/ai/models/openai_model.py new file: src/ai/personality.py new file: src/ai/skills/__init__.py new file: src/ai/skills/base.py new file: src/ai/task_manager.py new file: src/ai/vector_store/__init__.py new file: src/ai/vector_store/base.py new file: src/ai/vector_store/chroma_store.py new file: src/ai/vector_store/json_store.py new file: src/core/__init__.py new file: src/core/bot.py new file: src/core/config.py new file: src/handlers/__init__.py new file: src/handlers/message_handler.py new file: src/handlers/message_handler_ai.py new file: src/utils/__init__.py new file: src/utils/logger.py new file: start.bat new file: tests/test_ai.py
This commit is contained in:
Mimikko-zeus
206
scripts/migrate_to_vector_db.py
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206
scripts/migrate_to_vector_db.py
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"""
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数据迁移工具 - 从JSON迁移到Chroma向量数据库
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"""
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import asyncio
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import json
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from pathlib import Path
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from datetime import datetime
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from src.ai.vector_store import ChromaVectorStore, JSONVectorStore, VectorMemory
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from src.utils.logger import setup_logger
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logger = setup_logger('DataMigration')
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async def migrate_json_to_chroma(
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json_path: Path,
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chroma_path: Path,
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dry_run: bool = False
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):
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"""
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从JSON迁移到Chroma
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Args:
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json_path: JSON文件路径
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chroma_path: Chroma数据库路径
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dry_run: 是否只是预览，不实际迁移
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"""
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logger.info("=" * 60)
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logger.info("开始数据迁移：JSON -> Chroma")
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logger.info("=" * 60)
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# 1. 加载JSON数据
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logger.info(f"📂 读取JSON文件: {json_path}")
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if not json_path.exists():
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logger.error(f"❌ JSON文件不存在: {json_path}")
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return False
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json_store = JSONVectorStore(json_path)
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# 统计数据
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total_users = len(json_store.memories)
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total_memories = sum(len(memories) for memories in json_store.memories.values())
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logger.info(f"📊 找到 {total_users} 个用户，共 {total_memories} 条记忆")
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if total_memories == 0:
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logger.info("✅ 没有数据需要迁移")
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return True
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# 显示详细信息
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for user_id, memories in json_store.memories.items():
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logger.info(f" 用户 {user_id}: {len(memories)} 条记忆")
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if dry_run:
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logger.info("🔍 预览模式，不执行实际迁移")
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return True
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# 2. 初始化Chroma
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logger.info(f"📂 初始化Chroma数据库: {chroma_path}")
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try:
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chroma_store = ChromaVectorStore(chroma_path)
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except Exception as e:
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logger.error(f"❌ Chroma初始化失败: {e}")
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return False
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# 3. 迁移数据
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logger.info("🚀 开始迁移数据...")
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success_count = 0
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fail_count = 0
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for user_id, memories in json_store.memories.items():
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logger.info(f" 迁移用户 {user_id} 的数据...")
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for memory in memories:
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try:
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success = await chroma_store.add(
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id=memory.id,
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user_id=memory.user_id,
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content=memory.content,
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embedding=memory.embedding,
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importance=memory.importance,
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metadata=memory.metadata
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)
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if success:
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success_count += 1
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else:
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fail_count += 1
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logger.warning(f" ⚠️ 迁移失败: {memory.id}")
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except Exception as e:
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fail_count += 1
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logger.error(f" ❌ 迁移出错: {memory.id} - {e}")
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# 4. 关闭连接
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await chroma_store.close()
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# 5. 显示结果
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logger.info("=" * 60)
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logger.info("迁移完成！")
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logger.info(f"✅ 成功: {success_count} 条")
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if fail_count > 0:
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logger.info(f"❌ 失败: {fail_count} 条")
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logger.info("=" * 60)
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return fail_count == 0
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async def backup_json(json_path: Path):
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"""备份JSON文件"""
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if not json_path.exists():
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logger.warning(f"⚠️ JSON文件不存在，无需备份: {json_path}")
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return None
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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backup_path = json_path.parent / f"{json_path.stem}_backup_{timestamp}.json"
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logger.info(f"💾 备份JSON文件: {backup_path}")
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try:
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with open(json_path, 'r', encoding='utf-8') as f:
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data = json.load(f)
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with open(backup_path, 'w', encoding='utf-8') as f:
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json.dump(data, f, ensure_ascii=False, indent=2)
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logger.info(f"✅ 备份成功: {backup_path}")
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return backup_path
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except Exception as e:
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logger.error(f"❌ 备份失败: {e}")
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return None
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async def main():
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"""主函数"""
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import argparse
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parser = argparse.ArgumentParser(description='数据迁移工具：JSON -> Chroma')
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parser.add_argument(
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'--json-path',
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type=str,
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default='data/ai/long_term_memory.json',
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help='JSON文件路径'
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)
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parser.add_argument(
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'--chroma-path',
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type=str,
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default='data/ai/chroma_db',
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help='Chroma数据库路径'
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)
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parser.add_argument(
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'--dry-run',
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action='store_true',
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help='预览模式，不实际迁移'
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)
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parser.add_argument(
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'--no-backup',
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action='store_true',
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help='不备份原JSON文件'
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)
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args = parser.parse_args()
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json_path = Path(args.json_path)
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chroma_path = Path(args.chroma_path)
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print("\n" + "=" * 60)
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print("数据迁移工具 - JSON to Chroma")
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print("=" * 60)
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print(f"JSON路径: {json_path}")
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print(f"Chroma路径: {chroma_path}")
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print(f"预览模式: {'是' if args.dry_run else '否'}")
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print(f"备份: {'否' if args.no_backup else '是'}")
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print("=" * 60 + "\n")
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# 备份
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if not args.no_backup and not args.dry_run:
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backup_path = await backup_json(json_path)
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if backup_path:
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print(f"\n✅ 已备份到: {backup_path}\n")
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# 迁移
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success = await migrate_json_to_chroma(
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json_path=json_path,
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chroma_path=chroma_path,
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dry_run=args.dry_run
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)
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if success:
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print("\n✅ 迁移成功！")
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if not args.dry_run:
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print(f"\n💡 提示：")
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print(f"1. 请在 .env 中设置 AI_USE_VECTOR_DB=true")
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print(f"2. 重启机器人即可使用Chroma向量数据库")
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print(f"3. 原JSON文件已备份，可以安全删除")
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else:
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print("\n❌ 迁移失败，请查看日志")
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print()
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if __name__ == "__main__":
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asyncio.run(main())
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