From 51c83ff4cc1b88d94cf342cc3dcd5a7de4d7c5d1 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E6=9D=8E=E5=A6=82=E5=A8=81?= Date: Sat, 9 Aug 2025 10:33:44 +0800 Subject: [PATCH] =?UTF-8?q?feat:=20=E5=88=A0=E9=99=A4=E5=A4=9A=E4=BD=99?= =?UTF-8?q?=E6=96=87=E4=BB=B6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- DIRECTORY_CLEANUP.md | 117 ------------ FILE_PROCESSING_GUIDE.md | 170 ----------------- RERANK_GUIDE.md | 175 ------------------ advanced_test_status.db | Bin 16384 -> 0 bytes demo_image_integration.py | 100 ---------- examples/ad_test.py | 71 +++---- .../create_test_files.py | 0 examples/simple_test.py | 36 ++-- status.db | Bin 16384 -> 0 bytes test_files/ai_research_report_75839fde.pdf | 104 ----------- test_files/company_report.xlsx | Bin 6905 -> 11456 bytes test_files/company_report_6bef1a37.xlsx | Bin 6905 -> 0 bytes test_files/complex_data_science_ab1c194e.docx | Bin 129395 -> 0 bytes test_files/sales_data_b3ed8367.csv | 6 - test_image_ocr.py | 106 ----------- 15 files changed, 54 insertions(+), 831 deletions(-) delete mode 100644 DIRECTORY_CLEANUP.md delete mode 100644 FILE_PROCESSING_GUIDE.md delete mode 100644 RERANK_GUIDE.md delete mode 100644 advanced_test_status.db delete mode 100644 demo_image_integration.py rename create_test_files.py => examples/create_test_files.py (100%) delete mode 100644 status.db delete mode 100644 test_files/ai_research_report_75839fde.pdf delete mode 100644 test_files/company_report_6bef1a37.xlsx delete mode 100644 test_files/complex_data_science_ab1c194e.docx delete mode 100644 test_files/sales_data_b3ed8367.csv delete mode 100644 test_image_ocr.py diff --git a/DIRECTORY_CLEANUP.md b/DIRECTORY_CLEANUP.md deleted file mode 100644 index 770d1ef..0000000 --- a/DIRECTORY_CLEANUP.md +++ /dev/null @@ -1,117 +0,0 @@ -# 项目目录整理总结 - -## 🗂️ 整理前的问题 - -- 存在多个重复的测试目录:`test_files/`, `test_docs/`, `documents/` -- 测试文件分散在不同位置,管理混乱 -- 大量临时测试脚本和数据库文件 -- 重复的测试文件和配置 - -## 🧹 清理操作 - -### 删除的目录和文件 - -1. **重复目录**: - - `test_docs/` - 删除 - - `documents/` - 删除 - -2. **临时测试脚本**: - - `create_docx.py` - - `test_docx.py` - - `test_file_formats.py` - - `comprehensive_test.py` - - `final_test.py` - -3. **多余数据库文件**: - - `demo_file_status.db` - - `file_status.db` - - `test_status.db` - - `final_test.db` - -4. **临时文档**: - - `CLEANUP_SUMMARY.md` - - `TEST_REPORT.md` - -5. **重复测试文件**: - - `test_files/test_document.txt` - - `test_files/test_markdown.md` - -## 📁 整理后的目录结构 - -``` -base_rag/ -├── src/ # 源代码 -│ └── base_rag/ -│ ├── __init__.py -│ └── core.py -├── examples/ # 示例代码 -│ ├── simple_test.py # 基础功能测试 -│ └── multi_format_test.py # 多格式文件测试 -├── test_files/ # 统一的测试文件目录 -│ ├── knowledge.txt # TXT格式测试文件 -│ ├── python_basics.txt # Python基础知识 -│ ├── web_frameworks.txt # Web框架知识 -│ ├── data_science.txt # 数据科学知识 -│ ├── python_guide.md # Python指南(MD格式) -│ ├── machine_learning.md # 机器学习(MD格式) -│ └── deep_learning_guide.docx # 深度学习(DOCX格式) -├── chroma_db/ # 向量数据库 -├── scripts/ # 构建脚本 -├── venv/ # Python虚拟环境 -├── README.md # 项目说明 -├── requirements.txt # 依赖包 -└── pyproject.toml # 项目配置 -``` - -## 🎯 统一的测试配置 - -### 测试目录统一为 `test_files/` - -- 所有测试文件集中在 `test_files/` 目录 -- 包含 TXT、MD、DOCX 三种格式的测试文件 -- 涵盖不同主题:Python、机器学习、深度学习、数据科学 - -### 数据库统一为 `status.db` - -- 使用单一的状态数据库文件 -- 避免多个测试脚本创建重复的数据库 - -### 示例脚本优化 - -1. **`simple_test.py`** - 基础功能测试 - - 测试基本的文件处理和查询功能 - - 使用 TXT 格式文件进行测试 - -2. **`multi_format_test.py`** - 多格式文件测试 - - 测试 TXT、MD、DOCX 三种格式 - - 验证跨格式查询功能 - - 展示异步处理能力 - -## ✅ 整理效果 - -1. **目录结构清晰**: 消除了重复目录,统一了测试文件位置 -2. **文件管理规范**: 删除了临时和重复文件 -3. **测试配置统一**: 所有测试使用相同的目录和数据库配置 -4. **代码组织优化**: 保留了两个核心的测试示例 - -## 🚀 后续测试指南 - -### 运行基础测试 -```bash -cd /Users/liruwei/Documents/code/project/demo/base_rag -python examples/simple_test.py -``` - -### 运行多格式测试 -```bash -cd /Users/liruwei/Documents/code/project/demo/base_rag -python examples/multi_format_test.py -``` - -### 添加新测试文件 -将新的测试文件直接放入 `test_files/` 目录即可,支持的格式: -- `.txt` - 纯文本文件 -- `.md` - Markdown文件 -- `.docx` - Word文档 - -现在项目结构更加清晰,便于后续的开发和测试! diff --git a/FILE_PROCESSING_GUIDE.md b/FILE_PROCESSING_GUIDE.md deleted file mode 100644 index 364ac82..0000000 --- a/FILE_PROCESSING_GUIDE.md +++ /dev/null @@ -1,170 +0,0 @@ -# 文件处理功能说明 - -## 概述 - -BaseRAG 类现在支持自动处理多种格式的文件,并将它们转换为向量嵌入存储到知识库中。该功能包括: - -1. **支持的文件格式**:txt、md、doc/docx -2. **文件状态管理**:使用 SQLite 数据库记录处理状态 -3. **文件存储管理**:自动处理文件冲突和覆盖 -4. **简洁的API设计**:易于使用和扩展 - -## 新增的类和功能 - -### FileStatus 枚举 -```python -class FileStatus(Enum): - WAITING = "等待中" - PROCESSING = "处理中" - COMPLETED = "处理完毕" - ERROR = "处理失败" -``` - -### FileManager 类 -负责文件存储和状态管理: -- 文件哈希计算,避免重复处理 -- SQLite 数据库记录文件状态 -- 自动处理文件名冲突 - -### BaseRAG 新增方法 - -#### `await process_file_to_vector_store(file_path, chunk_size=500, chunk_overlap=50)` -主要的文件处理方法: -- 自动检测文件类型 -- 保存文件到存储目录 -- 切分文档并添加到向量库 -- 记录处理状态 - -#### `await get_file_processing_status(file_hash=None)` -获取文件处理状态: -- 传入 file_hash 获取特定文件状态 -- 不传参数获取所有文件状态 - -#### `await list_files_by_status(status=None)` -按状态筛选文件: -- 传入 FileStatus 枚举获取特定状态的文件 -- 不传参数获取所有文件 - -## 使用示例 - -### 基本用法 - -```python -from base_rag.core import BaseRAG, FileStatus -import asyncio - -async def main(): - # 创建 RAG 实例 - rag = SimpleRAG( - vector_store_name="my_knowledge_base", - storage_directory="./documents", # 文件存储目录 - status_db_path="./file_status.db" # 状态数据库路径 - ) - - # 处理文件 - result = await rag.process_file_to_vector_store("path/to/your/document.txt") - print(result) - - # 查看处理状态 - status = await rag.get_file_processing_status() - print(status) - -asyncio.run(main()) -``` - -### 批量处理文件 - -```python -import os -from pathlib import Path -import asyncio - -async def batch_process(): - rag = SimpleRAG() - - # 处理目录中的所有文件 - docs_dir = Path("./my_documents") - for file_path in docs_dir.glob("*"): - if file_path.suffix.lower() in ['.txt', '.md', '.doc', '.docx']: - print(f"处理文件: {file_path.name}") - result = await rag.process_file_to_vector_store(str(file_path)) - print(f"结果: {result['message']}") - - # 查看处理结果统计 - completed = await rag.list_files_by_status(FileStatus.COMPLETED) - failed = await rag.list_files_by_status(FileStatus.ERROR) - - print(f"成功处理: {len(completed)} 个文件") - print(f"处理失败: {len(failed)} 个文件") - -asyncio.run(batch_process()) -``` - -## 文件处理流程 - -1. **文件保存**:计算文件哈希,复制到存储目录,避免重复存储 -2. **状态检查**:检查文件是否已经处理过,避免重复处理 -3. **状态更新**:将状态更新为"等待中",然后"处理中" -4. **文档加载**:根据文件类型选择适当的加载器 -5. **文档切分**:使用 RecursiveCharacterTextSplitter 切分文档 -6. **向量化**:将文档片段转换为向量并存储 -7. **状态完成**:更新状态为"处理完毕"或"处理失败" - -## 数据库结构 - -SQLite 数据库表结构: -```sql -CREATE TABLE file_status ( - id INTEGER PRIMARY KEY AUTOINCREMENT, - filename TEXT NOT NULL, -- 文件名 - file_type TEXT NOT NULL, -- 文件类型 (.txt, .md, .doc 等) - file_hash TEXT UNIQUE NOT NULL, -- 文件哈希值 - status TEXT NOT NULL, -- 处理状态 - created_at TEXT NOT NULL, -- 创建时间 - updated_at TEXT NOT NULL, -- 更新时间 - error_message TEXT -- 错误信息(如果有) -); -``` - -## 配置选项 - -### BaseRAG 初始化参数 -```python -BaseRAG( - vector_store_name="default", # 向量库名称 - retriever_top_k=3, # 检索返回文档数 - persist_directory="./chroma_db", # 向量库持久化目录 - storage_directory="./documents", # 文件存储目录 - status_db_path="./file_status.db", # 状态数据库路径 - embedding_config=None, # 嵌入模型配置 - rerank_config=None, # 重排模型配置 - llm=None # 语言模型 -) -``` - -### 文档切分参数 -```python -await rag.process_file_to_vector_store( - file_path="document.txt", - chunk_size=500, # 切分块大小 - chunk_overlap=50 # 切分重叠大小 -) -``` - -## 安装依赖 - -确保安装了必要的依赖: -```bash -pip install unstructured python-docx -``` - -## 注意事项 - -1. **文件冲突处理**:相同内容的文件会被自动跳过,不会重复处理 -2. **错误处理**:处理失败的文件状态会被记录,可以查看错误信息 -3. **性能考虑**:大文件会被自动切分,建议根据实际情况调整 chunk_size -4. **扩展性**:可以通过重写 `_load_document_by_type` 方法支持更多文件格式 - -## 完整示例 - -参见 `examples/simple_test.py` 获取完整的使用示例。 diff --git a/RERANK_GUIDE.md b/RERANK_GUIDE.md deleted file mode 100644 index 13f8101..0000000 --- a/RERANK_GUIDE.md +++ /dev/null @@ -1,175 +0,0 @@ -# BaseRAG 重排功能说明 - -## 功能概述 - -BaseRAG现在支持对检索到的文档片段进行重排(rerank),这是RAG系统中一个重要的优化环节,可以提高检索质量和答案的相关性。 - -## 支持的重排方法 - -### 1. 相似度重排 (similarity) -- **描述**: 基于余弦相似度的重排方法 -- **优点**: 无需额外依赖,使用现有的嵌入模型 -- **适用场景**: 轻量级部署,快速原型验证 - -### 2. CrossEncoder重排 (cross_encoder) -- **描述**: 使用预训练的CrossEncoder模型进行重排 -- **依赖**: `sentence-transformers` -- **优点**: 专门训练的重排模型,效果通常更好 -- **默认模型**: `cross-encoder/ms-marco-MiniLM-L-6-v2` - -### 3. BGE重排 (bge) -- **描述**: 使用BGE(BAAI General Embedding)重排模型 -- **依赖**: `FlagEmbedding` -- **优点**: 中文支持较好,性能优秀 -- **默认模型**: `BAAI/bge-reranker-base` - -## 支持的嵌入模型类型 - -### 1. 本地HuggingFace模型 (local) -- **模型名称**: 从HuggingFace Hub下载 -- **本地路径**: 使用已下载的本地模型 - -### 2. 本地部署API接口 (api) -- **描述**: 连接到本地部署的嵌入服务 -- **兼容**: OpenAI API格式的本地服务 -- **回退机制**: API不可用时自动回退到本地模型 - -## 使用方法 - -### 基本配置 - -```python -from base_rag import BaseRAG - -# 嵌入模型配置 -embedding_config = { - "type": "local", # 或 "api" - "model_name": "sentence-transformers/all-MiniLM-L6-v2" -} - -# 重排配置 -rerank_config = { - "enabled": True, - "method": "similarity", # 或 "cross_encoder", "bge" - "top_k": 3 # 重排后返回的文档数量 -} - -# 初始化RAG系统 -rag = MyRAG( - embedding_config=embedding_config, - rerank_config=rerank_config -) -``` - -### 本地模型配置 - -```python -# 使用HuggingFace模型名称 -embedding_config = { - "type": "local", - "model_name": "sentence-transformers/all-MiniLM-L6-v2" -} - -# 使用本地模型路径 -embedding_config = { - "type": "local", - "model_path": "/path/to/your/local/model" -} -``` - -### 本地API接口配置 - -```python -embedding_config = { - "type": "api", - "api_url": "http://localhost:8000", # 本地API地址 - "model": "your-embedding-model", - "api_key": "optional-key" # 可选 -} -``` - -### CrossEncoder重排配置 - -```python -rerank_config = { - "enabled": True, - "method": "cross_encoder", - "model": "cross-encoder/ms-marco-MiniLM-L-6-v2", # 可选,自定义模型 - "top_k": 3 -} -``` - -### BGE重排配置 - -```python -rerank_config = { - "enabled": True, - "method": "bge", - "model": "BAAI/bge-reranker-base", # 可选,自定义模型 - "top_k": 3 -} -``` - -## API方法 - -### `similarity_search_with_rerank(query, k=None)` -带重排功能的相似性搜索方法,会自动应用配置的重排策略。 - -```python -# 使用重排搜索 -docs = rag.similarity_search_with_rerank("查询问题", k=5) -``` - -### `similarity_search(query, k=None)` -原始的相似性搜索方法,不使用重排。 - -```python -# 不使用重排搜索 -docs = rag.similarity_search("查询问题", k=5) -``` - -## 重排工作原理 - -1. **候选检索**: 首先从向量数据库检索更多的候选文档(通常是目标数量的2倍) -2. **重排计算**: 根据配置的重排方法,计算查询与每个候选文档的相关性分数 -3. **重新排序**: 按照相关性分数对文档进行重新排序 -4. **截取结果**: 返回top_k个最相关的文档 - -## 性能考虑 - -- **相似度重排**: 计算开销小,速度快 -- **CrossEncoder重排**: 需要加载额外模型,计算较慢但效果好 -- **BGE重排**: 平衡了效果和性能 -- **本地API**: 网络延迟较小,可扩展性好 - -## 最佳实践 - -1. **开发阶段**: 使用相似度重排进行快速原型验证 -2. **生产环境**: 根据具体需求选择CrossEncoder或BGE重排 -3. **分布式部署**: 考虑使用本地API接口 -4. **候选文档数量**: 建议设置为最终需要文档数量的2-3倍 -5. **模型选择**: 根据语言和领域选择合适的重排模型 - -## 依赖安装 - -```bash -# 基本依赖 -pip install langchain-huggingface langchain-chroma - -# CrossEncoder重排 -pip install sentence-transformers - -# BGE重排 -pip install FlagEmbedding - -# 本地API支持(可选) -pip install langchain-openai -``` - -## 注意事项 - -- 重排会增加查询延迟,但通常能显著提高结果质量 -- 如果重排模型加载失败,系统会自动回退到相似度重排 -- 不同重排方法的效果可能因数据集和查询类型而异 -- 本地API接口需要兼容OpenAI API格式 -- 建议在实际数据上进行A/B测试来选择最适合的重排方法 diff --git a/advanced_test_status.db b/advanced_test_status.db deleted file mode 100644 index 916c98aa17786e39a0251a66d7fd03c9c116360d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 16384 zcmeI(J#W)M7y#gN9Tie3HA|J%Qb20eV#PlDYBH3Bs#B;ra;sWkn1H$LoMtim3R_C`I_E5)t4 zbB>NiHs=k??=c#)z~wXMbKXe58(gpk>-9Q4x5c7}?v8GMqUwqNNe7GH7Mr{P2?Rg@1V8`;KmY_l00ck)1VG?l z5O|nMqm`xdjY0uMl&>|od|FBsKRQUVhgo1@VtP2Vd<_$3YQ$%{r4viV8Y9PVo_u-v z?D*}A&+lGqdCj<)xA?E7n(G*^8${7`)wc5!&k({-90_6?;q0(?ztif{_MzKj-A*r7 z2F++N+z^k2D#a%AtdMEGZ>m)DY+^Dyu!)z)(_=6c+b}UvC&qwnUDuDqxiqpz0<^)q zj~MOwdna*pgHYkwG%Rd~0aJ+@qe$X2G($hS zBBar+UlL6=7>Z`WSROSUV?-3v8HLhWr*d#Qh(<9MsMb`{f zpD-poM&7JpF7T&1CAE str: - """查询实现""" - docs = await self.similarity_search_with_rerank(question, k=3) - - if not docs: - return "抱歉,没有找到相关信息。" - - # 简单的结果组织 - context = "\n".join([doc.page_content for doc in docs]) - return f"基于以下内容回答:\n{context}" - - -async def demo_image_ocr_integration(): - """演示图片OCR与RAG系统集成""" - print("🎯 演示:优化后的图片OCR与RAG系统集成") - print("=" * 60) - - # 配置RAG系统,启用图片处理 - image_config = { - "enabled": True, - "type": "local", # 使用本地模式(BLIP + EasyOCR) - "engine": "easyocr" - } - - try: - # 初始化RAG系统 - print("🚀 初始化RAG系统...") - rag = DemoRAG( - persist_directory="./demo_chroma_ocr", - image_config=image_config - ) - - # 检查是否有图片文件需要处理 - image_files = [] - test_dirs = ["./examples/", "./demo_documents/", "./"] - - for test_dir in test_dirs: - if os.path.exists(test_dir): - for file in os.listdir(test_dir): - if file.lower().endswith(('.png', '.jpg', '.jpeg')): - image_files.append(os.path.join(test_dir, file)) - - if image_files: - print(f"\n📷 发现 {len(image_files)} 个图片文件") - - # 处理图片文件 - for img_file in image_files[:2]: # 限制处理数量 - print(f"\n🔍 处理图片: {os.path.basename(img_file)}") - try: - # 直接测试图片处理器 - processor = ImageProcessor(image_config) - result = processor.extract_image_description(img_file) - print(f"📝 OCR结果:\n{result[:200]}...") - - # 这里可以将图片内容添加到向量库 - # await rag.ingest(img_file) - - except Exception as e: - print(f"❌ 处理失败: {e}") - else: - print("⚠️ 未找到测试图片") - - print(f"\n✅ 演示完成!") - print("\n🌟 优化亮点:") - print(" • 使用EasyOCR进行高质量文字识别") - print(" • local模式结合图片描述和OCR文本") - print(" • api模式也会自动加入OCR文本内容") - print(" • basic模式专注于OCR文字提取") - print(" • 所有模式都支持中英文混合识别") - - except Exception as e: - print(f"❌ 演示失败: {e}") - - -if __name__ == "__main__": - asyncio.run(demo_image_ocr_integration()) diff --git a/examples/ad_test.py b/examples/ad_test.py index f90a055..9e39888 100644 --- a/examples/ad_test.py +++ b/examples/ad_test.py @@ -83,30 +83,31 @@ async def test_advanced_functionality(): """测试高级多格式文档和图片功能""" print("🚀 高级多格式文档和图片内容测试") print("=" * 60) - + # 清理向量数据库 - db_path = Path("/Users/liruwei/Documents/code/project/demo/base_rag/chroma_db/advanced_test") + db_path = Path("/Users/liruwei/Documents/code/project/demo/base_rag/storage/chroma_db/ad_test") if db_path.exists(): shutil.rmtree(db_path) print("🧹 已清理向量数据库") - + # 创建RAG实例 - 启用图片处理 rag = AdvancedTestRAG( vector_store_name="advanced_test", + persist_directory="./storage/chroma_db/ad_test", retriever_top_k=5, - storage_directory="/Users/liruwei/Documents/code/project/demo/base_rag/test_files", - status_db_path="/Users/liruwei/Documents/code/project/demo/base_rag/advanced_test_status.db", + storage_directory="/Users/liruwei/Documents/code/project/demo/base_rag/storage/files", + status_db_path="/Users/liruwei/Documents/code/project/demo/base_rag/storage/status_db/advanced_test_status.db", # 启用图片处理 - 使用本地BLIP模型获得更好的图片文本识别 image_config={ "enabled": True, "type": "local", - "model": "Salesforce/blip-image-captioning-base" - } + "model": "Salesforce/blip-image-captioning-base", + }, ) - + print("✅ 高级RAG实例创建成功 (已启用图片处理)") print() - + # 测试多格式文档 test_files = [ { @@ -140,77 +141,77 @@ async def test_advanced_functionality(): "expect_images": False } ] - + # 筛选存在的文件 test_dir = Path("/Users/liruwei/Documents/code/project/demo/base_rag/test_files") available_files = [] for file_info in test_files: if (test_dir / file_info["file"]).exists(): available_files.append(file_info) - + print(f"📂 发现 {len(available_files)} 个测试文档") print() - + # 处理文档 processed_results = [] total_images = 0 - + for file_info in available_files: filename = file_info["file"] format_type = file_info["format"] description = file_info["description"] expect_images = file_info["expect_images"] - + print(f"📄 处理 {format_type}: {filename}") print(f" {description}") - + try: result = await rag.ingest(str(test_dir / filename)) if result and result.get('success'): chunks_count = result['chunks_count'] print(f" ✅ 成功: {chunks_count} 个片段") - + # 估算图片内容 baseline = 1 if format_type in ['TXT', 'CSV'] else 2 has_images = chunks_count > baseline + 1 - + if expect_images and has_images: estimated_images = chunks_count - baseline total_images += estimated_images print(f" 🖼️ 估计包含 ~{estimated_images} 个图片片段") - + processed_results.append({ "file": filename, "format": format_type, "chunks": chunks_count, "has_images": has_images }) - + else: message = result.get('message', '未知错误') if "已经处理完毕" in message: print(f" ⚠️ 文件已存在") else: print(f" ❌ 处理失败: {message}") - + except Exception as e: print(f" ❌ 错误: {str(e)}") print() - + # 结果统计 image_docs = [r for r in processed_results if r.get("has_images")] text_docs = [r for r in processed_results if not r.get("has_images")] - + print("📊 处理结果统计:") print(f" 📄 纯文本文档: {len(text_docs)} 个") print(f" 🖼️ 含图片文档: {len(image_docs)} 个") if total_images > 0: print(f" 📸 估计图片总数: ~{total_images} 个") print() - + # 高级查询测试 print("🔍 高级查询测试...") - + test_queries = [ { "question": "数据科学的核心技术有哪些?", @@ -237,16 +238,16 @@ async def test_advanced_functionality(): "focus": "研究内容" } ] - + image_content_found = False - + for i, query_info in enumerate(test_queries, 1): question = query_info["question"] focus = query_info["focus"] - + print(f"\n❓ 查询 {i}: {question}") print(f" 🎯 重点: {focus}") - + try: answer = await rag.query(question) if "抱歉" not in answer: @@ -254,22 +255,22 @@ async def test_advanced_functionality(): if "🖼️ [图片" in answer: print(f" 🖼️ ✅ 检索到图片内容!") image_content_found = True - + # 分析结果 lines = answer.split('\n') if lines: source_line = lines[0] if lines[0].startswith('基于文档') else "来源信息未知" print(f" 📚 {source_line}") - + # 显示内容预览,特别突出图片信息 content_start = answer.find('\n\n') if content_start > 0: content = answer[content_start+2:] - + # 分离图片和文本内容预览 content_lines = content.split('\n\n') preview_parts = [] - + for line in content_lines[:2]: # 只显示前2个部分 if "🖼️ [图片" in line: # 图片内容特殊处理 @@ -279,17 +280,17 @@ async def test_advanced_functionality(): # 文本内容 text_preview = line[:100] + "..." if len(line) > 100 else line preview_parts.append(f" 📄 {text_preview}") - + for part in preview_parts: print(part) else: print(f" 💡 {answer[:200]}...") else: print(f" 💡 {answer}") - + except Exception as e: print(f" ❌ 查询失败: {str(e)}") - + # 最终验证结果 print("\n" + "=" * 60) print("🎉 高级功能测试完成!") diff --git a/create_test_files.py b/examples/create_test_files.py similarity index 100% rename from create_test_files.py rename to examples/create_test_files.py diff --git a/examples/simple_test.py b/examples/simple_test.py index fa1e324..e8162be 100644 --- a/examples/simple_test.py +++ b/examples/simple_test.py @@ -54,40 +54,40 @@ async def test_basic_functionality(): """测试基础RAG功能""" print("🔧 基础RAG功能测试") print("=" * 50) - + # 清理向量数据库 db_path = Path("/Users/liruwei/Documents/code/project/demo/base_rag/chroma_db/simple_test") if db_path.exists(): shutil.rmtree(db_path) print("🧹 已清理向量数据库") - + # 创建RAG实例 - 禁用图片处理用于基础测试 rag = SimpleTestRAG( vector_store_name="simple_test", retriever_top_k=3, storage_directory="/Users/liruwei/Documents/code/project/demo/base_rag/test_files", - status_db_path="/Users/liruwei/Documents/code/project/demo/base_rag/simple_test_status.db", - image_config={"enabled": False} # 基础测试禁用图片 + status_db_path="/Users/liruwei/Documents/code/project/demo/base_rag/status_db/simple_test_status.db", + image_config={"enabled": False}, # 基础测试禁用图片 ) - + print("✅ RAG实例创建成功") print() - + # 测试基础文档 test_files = ["test_document.txt", "test_markdown.md", "python_basics.txt", "data_science.txt"] - + print("📂 处理基础文档...") processed_count = 0 - + for filename in test_files: file_path = Path("/Users/liruwei/Documents/code/project/demo/base_rag/test_files") / filename - + if not file_path.exists(): print(f"⚠️ {filename} - 文件不存在,跳过") continue - + print(f"📄 处理: {filename}") - + try: result = await rag.ingest(str(file_path)) if result and result.get('success'): @@ -102,23 +102,23 @@ async def test_basic_functionality(): print(f" ❌ 失败: {message}") except Exception as e: print(f" ❌ 错误: {str(e)}") - + print(f"\n📊 处理完成: {processed_count}/{len(test_files)} 个文件") print() - + # 基础查询测试 print("🔍 基础查询测试...") - + test_queries = [ "Python编程语言的特点", "数据科学的核心技术", "机器学习的应用", "什么是深度学习" ] - + for i, question in enumerate(test_queries, 1): print(f"\n❓ 查询 {i}: {question}") - + try: answer = await rag.query(question) if "抱歉" not in answer: @@ -126,7 +126,7 @@ async def test_basic_functionality(): lines = answer.split('\n') source_line = lines[0] if lines[0].startswith('基于文档') else "来源未知" print(f" 📚 {source_line}") - + # 显示内容预览 content_start = answer.find('\n\n') if 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