├── .github └── ISSUE_TEMPLATE │ ├── bug_report.yml │ ├── config.yml │ ├── feature_request.yml │ └── study_feedback.yml ├── .gitignore ├── README.md ├── README_en.md ├── code ├── C1 │ ├── 01_langchain_example.py │ ├── 02_llamaIndex_example.py │ └── fix_nltk.py ├── C2 │ ├── 01_unstructured_example.py │ ├── 02_character_splitter.py │ ├── 03_recursive_character_splitter.py │ └── 04_semantic_chunker.py ├── C3 │ ├── 01_bge_visualized.py │ ├── 02_langchain_faiss.py │ ├── 03_llamaindex_vector.py │ ├── 04_multi_milvus.py │ ├── 05_sentence_window_retrieval.py │ ├── 06_recursive_retrieval.py │ ├── 07_recursive_retrieval_v2.py │ ├── download_model.py │ ├── visual_bge │ │ ├── __init__.py │ │ ├── imgs │ │ │ ├── SFT-CIRR.png │ │ │ ├── SFT-ReMuQ.png │ │ │ ├── SFT-WebQA.png │ │ │ ├── cir_candi_1.png │ │ │ ├── cir_candi_2.png │ │ │ ├── cir_query.png │ │ │ ├── wiki_candi_1.jpg │ │ │ ├── wiki_candi_2.jpg │ │ │ ├── zs-benchmark.png │ │ │ └── zs-performance.png │ │ ├── setup.py │ │ └── visual_bge │ │ │ ├── eva_clip │ │ │ ├── __init__.py │ │ │ ├── bpe_simple_vocab_16e6.txt.gz │ │ │ ├── constants.py │ │ │ ├── eva_vit_model.py │ │ │ ├── factory.py │ │ │ ├── hf_configs.py │ │ │ ├── hf_model.py │ │ │ ├── loss.py │ │ │ ├── model.py │ │ │ ├── model_configs │ │ │ │ ├── EVA01-CLIP-B-16.json │ │ │ │ ├── EVA01-CLIP-g-14-plus.json │ │ │ │ ├── EVA01-CLIP-g-14.json │ │ │ │ ├── EVA02-CLIP-B-16.json │ │ │ │ ├── EVA02-CLIP-L-14-336.json │ │ │ │ ├── EVA02-CLIP-L-14.json │ │ │ │ ├── EVA02-CLIP-bigE-14-plus.json │ │ │ │ └── EVA02-CLIP-bigE-14.json │ │ │ ├── modified_resnet.py │ │ │ ├── openai.py │ │ │ ├── pretrained.py │ │ │ ├── rope.py │ │ │ ├── timm_model.py │ │ │ ├── tokenizer.py │ │ │ ├── transform.py │ │ │ ├── transformer.py │ │ │ └── utils.py │ │ │ └── modeling.py │ ├── work_hybrid_multimodal_search.py │ └── work_multimodal_dragon_search.py ├── C4 │ ├── 01_hybrid_search.py │ ├── 01_hybrid_search_v2.py │ ├── 02_text_to_metadata_filter.py │ ├── 03_text2sql_demo.py │ ├── 03_text2sql_demo_v2.py │ ├── 04_text_to_metadata_filter_v2.py │ ├── 05_llm_based_routing.py │ ├── 06_embedding_based_routing.py │ ├── 07_rerank_and_refine.py │ ├── text2sql │ │ ├── __init__.py │ │ ├── data │ │ │ ├── db_descriptions.json │ │ │ ├── ddl_examples.json │ │ │ └── qsql_examples.json │ │ ├── knowledge_base.py │ │ ├── sql_generator.py │ │ └── text2sql_agent.py │ └── work_rerank_and_refine.py ├── C5 │ ├── 01_pydantic.py │ └── 02_function_calling_example.py ├── C6 │ ├── 01_llamaindex_evaluation_example.py │ └── c6_response_eval_dataset.json ├── C8 │ ├── config.py │ ├── main.py │ ├── rag_modules │ │ ├── __init__.py │ │ ├── data_preparation.py │ │ ├── generation_integration.py │ │ ├── index_construction.py │ │ └── retrieval_optimization.py │ └── requirements.txt ├── C9 │ ├── .env.example │ ├── agent(代码系ai生成) │ │ ├── AI_AGENT_README.md │ │ ├── amount_normalizer.py │ │ ├── batch_manager.py │ │ ├── config.json │ │ ├── recipe_ai_agent.py │ │ ├── recipe_ontology_design.md │ │ ├── requirements.txt │ │ └── run_ai_agent.py │ ├── config.py │ ├── main.py │ ├── rag_modules │ │ ├── __init__.py │ │ ├── generation_integration.py │ │ ├── graph_data_preparation.py │ │ ├── graph_indexing.py │ │ ├── graph_rag_retrieval.py │ │ ├── hybrid_retrieval.py │ │ ├── intelligent_query_router.py │ │ └── milvus_index_construction.py │ └── requirements.txt ├── docker-compose.yml └── requirements.txt ├── data ├── C1 │ └── markdown │ │ └── easy-rl-chapter1.md ├── C2 │ ├── pdf │ │ └── rag.pdf │ └── txt │ │ └── 蜂医.txt ├── C3 │ ├── dragon │ │ ├── dragon02.png │ │ ├── dragon03.png │ │ ├── dragon04.png │ │ ├── dragon05.png │ │ ├── dragon06.png │ │ ├── other01.png │ │ └── query.png │ ├── excel │ │ └── movie.xlsx │ ├── imgs │ │ ├── datawhale01.png │ │ └── datawhale02.png │ └── pdf │ │ └── IPCC_AR6_WGII_Chapter03.pdf ├── C4 │ ├── metadata │ │ └── dragon.json │ └── txt │ │ └── ai.txt ├── C8 │ └── cook │ │ └── dishes │ │ ├── aquatic │ │ ├── 咖喱炒蟹.md │ │ ├── 小龙虾 │ │ │ ├── 小龙虾.md │ │ │ └── 成品.jpg │ │ ├── 干煎阿根廷红虾 │ │ │ ├── 干煎阿根廷红虾.jpg │ │ │ └── 干煎阿根廷红虾.md │ │ ├── 微波葱姜黑鳕鱼.md │ │ ├── 水煮鱼.md │ │ ├── 油焖大虾 │ │ │ ├── 油焖大虾.jpg │ │ │ └── 油焖大虾.md │ │ ├── 混合烤鱼 │ │ │ ├── 烤鱼.jpg │ │ │ └── 烤鱼.md │ │ ├── 清蒸生蚝.md │ │ ├── 清蒸鲈鱼 │ │ │ ├── 摆盘.jpg │ │ │ ├── 改刀.jpg │ │ │ ├── 清蒸鲈鱼.jpg │ │ │ └── 清蒸鲈鱼.md │ │ ├── 白灼虾 │ │ │ ├── 白灼虾.md │ │ │ └── 白灼虾.webp │ │ ├── 糖醋鲤鱼 │ │ │ ├── 成品.jpg │ │ │ ├── 糖醋鲤鱼.md │ │ │ └── 腌制.jpg │ │ ├── 红烧鱼.md │ │ ├── 红烧鱼头.md │ │ ├── 红烧鲤鱼.md │ │ ├── 芥末黄油罗氏虾 │ │ │ ├── 芥末黄油罗氏虾.jpg │ │ │ └── 芥末黄油罗氏虾.md │ │ ├── 葱油桂鱼 │ │ │ ├── 10.jpg │ │ │ ├── 葱油桂鱼.jpg │ │ │ ├── 葱油桂鱼.md │ │ │ └── 葱油鲈鱼.jpg │ │ ├── 葱烧海参 │ │ │ ├── 海参.jpeg │ │ │ ├── 葱烧海参.jpeg │ │ │ ├── 葱烧海参.md │ │ │ ├── 葱白.jpeg │ │ │ └── 酱汁.jpeg │ │ ├── 蒜蓉虾 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ └── 蒜蓉虾.md │ │ ├── 蒜香黄油虾 │ │ │ ├── 1.jpg │ │ │ └── 蒜香黄油虾.md │ │ ├── 蛏抱蛋 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ ├── 3.jpeg │ │ │ └── 蛏抱蛋.md │ │ ├── 香煎翘嘴鱼 │ │ │ ├── 香煎翘嘴鱼.jpeg │ │ │ └── 香煎翘嘴鱼.md │ │ ├── 鲤鱼炖白菜 │ │ │ ├── 鲤鱼炖白菜.jpeg │ │ │ └── 鲤鱼炖白菜.md │ │ ├── 鳊鱼炖豆腐 │ │ │ ├── 鳊鱼炖豆腐.jpg │ │ │ └── 鳊鱼炖豆腐.md │ │ └── 黄油煎虾 │ │ │ ├── 黄油煎虾.jpg │ │ │ └── 黄油煎虾.md │ │ ├── breakfast │ │ ├── 吐司果酱.md │ │ ├── 太阳蛋.md │ │ ├── 完美水煮蛋.md │ │ ├── 微波炉荷包蛋.md │ │ ├── 微波炉蛋糕.md │ │ ├── 手抓饼.md │ │ ├── 桂圆红枣粥.md │ │ ├── 水煮玉米.md │ │ ├── 温泉蛋 │ │ │ └── 温泉蛋.md │ │ ├── 溏心蛋.md │ │ ├── 煎饺.md │ │ ├── 燕麦鸡蛋饼.md │ │ ├── 牛奶燕麦.md │ │ ├── 空气炸锅面包片.md │ │ ├── 美式炒蛋.md │ │ ├── 苏格兰蛋 │ │ │ ├── egg1.png │ │ │ ├── egg2.png │ │ │ ├── egg3.png │ │ │ └── 苏格兰蛋.md │ │ ├── 茶叶蛋.md │ │ ├── 蒸水蛋.md │ │ ├── 蒸花卷.md │ │ ├── 蛋煎糍粑.md │ │ ├── 金枪鱼酱三明治.md │ │ └── 鸡蛋三明治.md │ │ ├── condiment │ │ ├── 油泼辣子 │ │ │ ├── 口水鸡+油泼辣子.jpg │ │ │ ├── 油泼辣子.jpg │ │ │ └── 油泼辣子.md │ │ ├── 油酥.md │ │ ├── 炸串酱料.md │ │ ├── 简易版炒糖色.md │ │ ├── 糖醋汁.md │ │ ├── 草莓酱 │ │ │ ├── 做好的草莓酱.png │ │ │ ├── 洗好的草莓.jpeg │ │ │ ├── 混合好的草莓.jpeg │ │ │ ├── 熬煮的草莓.jpeg │ │ │ └── 草莓酱.md │ │ ├── 葱油.md │ │ ├── 蒜香酱油.md │ │ └── 蔗糖糖浆 │ │ │ ├── bottle.jpg │ │ │ └── 蔗糖糖浆.md │ │ ├── dessert │ │ ├── 反沙芋头 │ │ │ ├── 反沙芋头.md │ │ │ └── 反沙芋头成品.jpg │ │ ├── 咖啡椰奶冻 │ │ │ ├── 咖啡椰奶冻.md │ │ │ └── 咖啡椰奶冻.png │ │ ├── 奥利奥冰淇淋 │ │ │ └── 奥利奥冰淇淋.md │ │ ├── 戚风蛋糕 │ │ │ ├── DSC08606.jpg │ │ │ ├── DSC08608.jpg │ │ │ ├── DSC08612.jpg │ │ │ ├── DSC08618.jpg │ │ │ ├── DSC08621.jpg │ │ │ ├── DSC08627.jpg │ │ │ ├── DSC08716.jpg │ │ │ ├── IMG_0269.jpg │ │ │ ├── IMG_1516.jpg │ │ │ └── 戚风蛋糕.md │ │ ├── 提拉米苏 │ │ │ ├── 提拉米苏.md │ │ │ └── 提拉米苏成品.jpg │ │ ├── 无厨师机蜂蜜面包 │ │ │ ├── 无厨师机蜂蜜面包.jpg │ │ │ └── 无厨师机蜂蜜面包.md │ │ ├── 炸鲜奶 │ │ │ ├── 炸鲜奶.jpg │ │ │ └── 炸鲜奶.md │ │ ├── 烤蛋挞 │ │ │ ├── 烤蛋挞.md │ │ │ └── 烤蛋挞.png │ │ ├── 玛格丽特饼干 │ │ │ ├── 玛格丽特饼干.jpg │ │ │ └── 玛格丽特饼干.md │ │ ├── 红柚蛋糕 │ │ │ └── 红柚蛋糕.md │ │ ├── 芋泥雪媚娘 │ │ │ ├── 芋泥雪媚娘.md │ │ │ └── 芋泥雪媚娘成品.jpg │ │ ├── 英式司康 │ │ │ ├── 英式司康.md │ │ │ └── 英式司康.png │ │ ├── 草莓冰淇淋 │ │ │ └── 草莓冰淇淋.md │ │ ├── 酸奶意式奶冻 │ │ │ ├── 酸奶意式奶冻.md │ │ │ └── 酸奶意式奶冻.png │ │ ├── 雪花酥 │ │ │ ├── 雪花酥.md │ │ │ └── 雪花酥成品.jpg │ │ ├── 魔芋蛋糕 │ │ │ └── 魔芋蛋糕.md │ │ └── 龟苓膏 │ │ │ ├── 龟苓膏.md │ │ │ └── 龟苓膏成品.jpg │ │ ├── drink │ │ ├── B52轰炸机.md │ │ ├── Mojito莫吉托.md │ │ ├── 冬瓜茶.md │ │ ├── 冰粉 │ │ │ ├── 冰粉.md │ │ │ ├── 石凉粉(冰粉)成品1.jpg │ │ │ └── 石凉粉(冰粉)成品2.jpg │ │ ├── 可乐桶.md │ │ ├── 奇异果菠菜特调 │ │ │ ├── kiwi-example.jpg │ │ │ └── 奇异果菠菜特调.md │ │ ├── 奶茶.md │ │ ├── 杨枝甘露.md │ │ ├── 柠檬水 │ │ │ ├── 柠檬水.jpg │ │ │ └── 柠檬水.md │ │ ├── 泰国手标红茶 │ │ │ ├── 泰国手标红茶.jpg │ │ │ └── 泰国手标红茶.md │ │ ├── 海边落日 │ │ │ ├── 海边落日.jpg │ │ │ └── 海边落日.md │ │ ├── 百香果橙子特调 │ │ │ ├── soda-version.jpg │ │ │ ├── tea-version.jpg │ │ │ └── 百香果橙子特调.md │ │ ├── 砂糖椰子冰沙 │ │ │ ├── 砂糖椰子冰沙-1.jpg │ │ │ └── 砂糖椰子冰沙.md │ │ ├── 耙耙柑茶 │ │ │ ├── citrus-tea.jpg │ │ │ └── 耙耙柑茶.md │ │ ├── 菠萝咖啡特调 │ │ │ ├── 菠萝咖啡特调.md │ │ │ └── 菠萝咖啡特调.png │ │ ├── 酒酿醪糟 │ │ │ ├── 酒酿米糕.jpeg │ │ │ ├── 酒酿醪糟.jpeg │ │ │ └── 酒酿醪糟.md │ │ ├── 酸梅汤 │ │ │ ├── imges │ │ │ │ └── sour_plum_soup.jpg │ │ │ └── 酸梅汤.md │ │ ├── 酸梅汤（半成品加工）.md │ │ ├── 金汤力 │ │ │ ├── gin-tonic.jpg │ │ │ └── 金汤力.md │ │ ├── 金菲士 │ │ │ ├── gin-fizz.jpg │ │ │ └── 金菲士.md │ │ └── 长岛冰茶.md │ │ ├── meat_dish │ │ ├── 乡村啤酒鸭.md │ │ ├── 农家一碗香 │ │ │ ├── 农家一碗香.md │ │ │ └── 农家一碗香成品.jpg │ │ ├── 冬瓜酿肉 │ │ │ ├── 冬瓜形状.jpg │ │ │ ├── 冬瓜酿肉.md │ │ │ ├── 冬瓜酿肉成品.jpg │ │ │ ├── 卷肉.jpg │ │ │ ├── 打鸡蛋.jpg │ │ │ ├── 摆盘.jpg │ │ │ └── 腌制好的冬瓜.jpg │ │ ├── 冷吃兔.md │ │ ├── 凉拌鸡丝 │ │ │ ├── 凉拌鸡丝.jpg │ │ │ ├── 凉拌鸡丝.md │ │ │ ├── 凉拌鸡丝_撕.jpg │ │ │ └── 凉拌鸡丝_焯水.jpg │ │ ├── 卤菜 │ │ │ ├── 卤水.jpeg │ │ │ ├── 卤牛肉.jpeg │ │ │ ├── 卤菜.md │ │ │ └── 牛肉面.jpeg │ │ ├── 口水鸡 │ │ │ ├── 口水鸡.jpg │ │ │ └── 口水鸡.md │ │ ├── 可乐鸡翅.md │ │ ├── 台式卤肉饭 │ │ │ ├── 1.jpg │ │ │ └── 台式卤肉饭.md │ │ ├── 咕噜肉.md │ │ ├── 咖喱肥牛 │ │ │ ├── 咖喱肥牛.jpg │ │ │ └── 咖喱肥牛.md │ │ ├── 商芝肉.md │ │ ├── 啤酒鸭 │ │ │ ├── 啤酒鸭.jpg │ │ │ └── 啤酒鸭.md │ │ ├── 回锅肉 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ └── 回锅肉.md │ │ ├── 土豆炖排骨 │ │ │ ├── 土豆炖排骨.md │ │ │ ├── 排骨1.jpg │ │ │ └── 排骨2.jpg │ │ ├── 奶酪培根通心粉 │ │ │ ├── onepot.png │ │ │ ├── oven.jpg │ │ │ └── 奶酪培根通心粉.md │ │ ├── 姜炒鸡 │ │ │ ├── 姜炒鸡.jpg │ │ │ └── 姜炒鸡.md │ │ ├── 姜葱捞鸡 │ │ │ └── 姜葱捞鸡.md │ │ ├── 孜然牛肉.md │ │ ├── 宫保鸡丁 │ │ │ ├── 宫保鸡丁.jpg │ │ │ └── 宫保鸡丁.md │ │ ├── 小炒肉.md │ │ ├── 小炒鸡肝 │ │ │ ├── 小炒鸡肝.md │ │ │ └── 成品.jpg │ │ ├── 小炒黄牛肉 │ │ │ ├── 小炒黄牛肉.jpg │ │ │ └── 小炒黄牛肉.md │ │ ├── 小米辣炒肉.md │ │ ├── 小酥肉.md │ │ ├── 尖叫牛蛙 │ │ │ ├── 尖叫牛蛙.jpg │ │ │ └── 尖叫牛蛙.md │ │ ├── 尖椒炒牛肉.md │ │ ├── 山西过油肉.md │ │ ├── 巴基斯坦牛肉咖喱 │ │ │ ├── 倒入番茄蓉.png │ │ │ ├── 巴基斯坦牛肉咖喱.md │ │ │ ├── 巴基斯坦牛肉咖喱.png │ │ │ ├── 油.png │ │ │ ├── 牛肉.png │ │ │ ├── 番茄蓉.png │ │ │ └── 红.png │ │ ├── 带把肘子.md │ │ ├── 干煸仔鸡 │ │ │ ├── 干煸仔鸡.md │ │ │ └── 干煸仔鸡成品.jpg │ │ ├── 广式萝卜牛腩 │ │ │ ├── 广式萝卜牛腩.md │ │ │ └── 广式萝卜牛腩.webp │ │ ├── 徽派红烧肉 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ └── 徽派红烧肉.md │ │ ├── 意式烤鸡.md │ │ ├── 新疆大盘鸡 │ │ │ ├── 大盘鸡.jpeg │ │ │ ├── 大盘鸡皮带面.jpeg │ │ │ └── 新疆大盘鸡.md │ │ ├── 无骨鸡爪 │ │ │ ├── 无骨鸡爪.jpg │ │ │ └── 无骨鸡爪.md │ │ ├── 杀猪菜.md │ │ ├── 枝竹羊腩煲 │ │ │ └── 枝竹羊腩煲.md │ │ ├── 柱候牛腩 │ │ │ ├── 土豆切片.jpeg │ │ │ ├── 柱候牛腩.jpeg │ │ │ ├── 柱候牛腩.md │ │ │ ├── 柱候牛腩配米饭.jpeg │ │ │ ├── 牛腩入锅.jpeg │ │ │ ├── 牛腩切块.jpeg │ │ │ ├── 牛腩此时可开始炖煮.jpeg │ │ │ ├── 牛腩焯水.jpeg │ │ │ ├── 牛腩部位.jpeg │ │ │ ├── 碗1.jpeg │ │ │ ├── 碗2.jpeg │ │ │ ├── 碗3.jpeg │ │ │ ├── 碗4.jpeg │ │ │ ├── 碗5.jpeg │ │ │ ├── 碗6.jpeg │ │ │ ├── 碗7.jpeg │ │ │ └── 过滤汤汁.jpeg │ │ ├── 梅菜扣肉 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ ├── 3.jpeg │ │ │ ├── 4.jpeg │ │ │ └── 梅菜扣肉.md │ │ ├── 椒盐排条.md │ │ ├── 水煮牛肉 │ │ │ ├── sznr1.jpg │ │ │ ├── sznr10.jpg │ │ │ ├── sznr11.jpg │ │ │ ├── sznr12.jpg │ │ │ ├── sznr2.jpg │ │ │ ├── sznr3.jpg │ │ │ ├── sznr4.jpg │ │ │ ├── sznr5.jpg │ │ │ ├── sznr6.jpg │ │ │ ├── sznr7.jpg │ │ │ ├── sznr8.jpg │ │ │ ├── sznr9.jpg │ │ │ └── 水煮牛肉.md │ │ ├── 水煮肉片.md │ │ ├── 洋葱炒猪肉.md │ │ ├── 清蒸鳜鱼 │ │ │ ├── 清蒸鳜鱼.md │ │ │ └── 清蒸鳜鱼成品图.jpg │ │ ├── 湖南家常红烧肉 │ │ │ ├── 湖南家常红烧肉.jpeg │ │ │ └── 湖南家常红烧肉.md │ │ ├── 湘祁米夫鸭 │ │ │ ├── step①：准备米粉.jpg │ │ │ ├── step②：煸炒鸭子.jpg │ │ │ ├── step③：米粉裹鸭.jpg │ │ │ ├── step④：高压锅蒸煮.jpg │ │ │ ├── 湘祁米夫鸭.jpg │ │ │ └── 湘祁米夫鸭.md │ │ ├── 烤鸡翅.md │ │ ├── 牛排 │ │ │ ├── 牛排.jpg │ │ │ └── 牛排.md │ │ ├── 猪皮冻 │ │ │ ├── 猪皮冻.jpg │ │ │ └── 猪皮冻.md │ │ ├── 猪肉烩酸菜.md │ │ ├── 甜辣烤全翅.md │ │ ├── 番茄红酱.md │ │ ├── 瘦肉土豆片 │ │ │ ├── 瘦肉土豆片.jpg │ │ │ └── 瘦肉土豆片.md │ │ ├── 白菜猪肉炖粉条.md │ │ ├── 粉蒸肉.md │ │ ├── 糖醋排骨 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ └── 糖醋排骨.md │ │ ├── 糖醋里脊.md │ │ ├── 红烧猪蹄 │ │ │ ├── 红烧猪蹄.jpg │ │ │ └── 红烧猪蹄.md │ │ ├── 红烧肉 │ │ │ ├── 000.jpg │ │ │ ├── 001.jpg │ │ │ ├── 南派红烧肉.md │ │ │ └── 简易红烧肉.md │ │ ├── 羊排焖面 │ │ │ ├── 羊排焖面.jpg │ │ │ └── 羊排焖面.md │ │ ├── 老妈蹄花 │ │ │ ├── result1.jpg │ │ │ ├── result2.jpg │ │ │ ├── result3.jpg │ │ │ └── 老妈蹄花.md │ │ ├── 老式锅包肉 │ │ │ └── 老式锅包肉.md │ │ ├── 肉饼炖蛋.md │ │ ├── 芥末罗氏虾 │ │ │ ├── 芥末罗氏虾.md │ │ │ └── 芥末罗氏虾成品.jpg │ │ ├── 茭白炒肉 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ └── 茭白炒肉.md │ │ ├── 荔枝肉 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ ├── 3.jpeg │ │ │ ├── 4.jpeg │ │ │ ├── 5.jpeg │ │ │ ├── 6.jpeg │ │ │ ├── 7.jpeg │ │ │ └── 荔枝肉.md │ │ ├── 荷兰豆炒腊肠 │ │ │ ├── 1.png │ │ │ ├── 2.png │ │ │ └── 荷兰豆炒腊肠.md │ │ ├── 萝卜炖羊排.md │ │ ├── 蒜苔炒肉末.md │ │ ├── 虎皮肘子.md │ │ ├── 蚂蚁上树.md │ │ ├── 血浆鸭 │ │ │ ├── 血浆鸭(微辣).jpg │ │ │ ├── 血浆鸭(特辣).jpg │ │ │ └── 血浆鸭.md │ │ ├── 西红柿土豆炖牛肉 │ │ │ ├── abaaba_1.png │ │ │ └── 西红柿土豆炖牛肉.md │ │ ├── 西红柿牛腩 │ │ │ └── 西红柿牛腩.md │ │ ├── 豆豉鲮鱼油麦菜 │ │ │ ├── 豆豉鲮鱼油麦菜.md │ │ │ └── 豆豉鲮鱼油麦菜成品.jpg │ │ ├── 豉汁蒸白鱔 │ │ │ ├── 豉汁蒸白鱔.jpeg │ │ │ └── 豉汁蒸白鱔食谱.md │ │ ├── 贵州辣子鸡 │ │ │ ├── 贵州辣子鸡.jpg │ │ │ └── 贵州辣子鸡.md │ │ ├── 辣椒炒肉.md │ │ ├── 酱排骨 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ └── 酱排骨.md │ │ ├── 酱牛肉 │ │ │ ├── 酱牛肉.jpg │ │ │ └── 酱牛肉.md │ │ ├── 醉排骨 │ │ │ ├── 1.jpeg │ │ │ └── 醉排骨.md │ │ ├── 青椒土豆炒肉 │ │ │ ├── 青椒土豆炒肉.jpg │ │ │ └── 青椒土豆炒肉.md │ │ ├── 香干肉丝.md │ │ ├── 香干芹菜炒肉 │ │ │ ├── 香干芹菜炒肉.jpg │ │ │ └── 香干芹菜炒肉.md │ │ ├── 香煎五花肉 │ │ │ ├── 香煎五花肉.jpg │ │ │ └── 香煎五花肉.md │ │ ├── 香菇滑鸡 │ │ │ ├── 香菇滑鸡.jpg │ │ │ └── 香菇滑鸡.md │ │ ├── 香辣鸡爪煲 │ │ │ ├── result1.jpg │ │ │ ├── result2.jpg │ │ │ └── 香辣鸡爪煲.md │ │ ├── 鱼香肉丝.md │ │ ├── 鱼香茄子 │ │ │ ├── yxqz1.jpg │ │ │ ├── yxqz2.jpg │ │ │ ├── yxqz3.jpg │ │ │ ├── yxqz4.jpg │ │ │ ├── yxqz5.jpg │ │ │ ├── yxqz6.jpg │ │ │ ├── yxqz7.jpg │ │ │ └── 鱼香茄子.md │ │ ├── 麻婆豆腐 │ │ │ ├── 1.jpeg │ │ │ └── 麻婆豆腐.md │ │ ├── 麻辣香锅.md │ │ ├── 黄焖鸡.md │ │ ├── 黄瓜炒肉.md │ │ ├── 黑椒牛柳 │ │ │ ├── 黑椒牛柳.jpg │ │ │ └── 黑椒牛柳.md │ │ └── 黔式腊肠娃娃菜 │ │ │ ├── 黔式腊肠娃娃菜.jpg │ │ │ └── 黔式腊肠娃娃菜.md │ │ ├── semi-finished │ │ ├── 凉皮.md │ │ ├── 半成品意面.md │ │ ├── 懒人蛋挞 │ │ │ ├── 懒人蛋挞.md │ │ │ └── 懒人蛋挞.png │ │ ├── 炸薯条 │ │ │ ├── 炸薯条.jpg │ │ │ └── 炸薯条.md │ │ ├── 牛油火锅底料.md │ │ ├── 空气炸锅羊排 │ │ │ ├── 空气炸锅羊排.md │ │ │ └── 羊排.jpg │ │ ├── 空气炸锅鸡翅中 │ │ │ ├── 空气炸锅鸡翅中.md │ │ │ ├── 鸡翅中_0.jpg │ │ │ └── 鸡翅中_1.jpg │ │ ├── 速冻水饺.md │ │ ├── 速冻汤圆 │ │ │ ├── 速冻汤圆.jpg │ │ │ └── 速冻汤圆.md │ │ └── 速冻馄饨.md │ │ ├── soup │ │ ├── 勾芡香菇汤 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ ├── 3.jpeg │ │ │ └── 勾芡香菇汤.md │ │ ├── 奶油蘑菇汤.md │ │ ├── 小米粥.md │ │ ├── 排骨苦瓜汤 │ │ │ └── 排骨苦瓜汤.md │ │ ├── 昂刺鱼豆腐汤 │ │ │ ├── 昂刺鱼豆腐汤.md │ │ │ ├── 昂刺鱼豆腐汤01.jpg │ │ │ ├── 昂刺鱼豆腐汤02.jpg │ │ │ └── 沙光鱼豆腐汤.jpg │ │ ├── 朱雀汤 │ │ │ ├── 朱雀汤.jpg │ │ │ └── 朱雀汤.md │ │ ├── 玉米排骨汤 │ │ │ ├── 玉米排骨汤.jpeg │ │ │ └── 玉米排骨汤.md │ │ ├── 生汆丸子汤.md │ │ ├── 番茄牛肉蛋花汤.md │ │ ├── 皮蛋瘦肉粥.md │ │ ├── 米粥.md │ │ ├── 紫菜蛋花汤.md │ │ ├── 罗宋汤.md │ │ ├── 羊肉汤 │ │ │ ├── 羊肉汤.jpg │ │ │ └── 羊肉汤.md │ │ ├── 腊八粥.md │ │ ├── 菌菇炖乳鸽 │ │ │ ├── 菌菇炖乳鸽.jpg │ │ │ └── 菌菇炖乳鸽.md │ │ ├── 西红柿鸡蛋汤.md │ │ ├── 金针菇汤.md │ │ ├── 银耳莲子粥 │ │ │ ├── 银耳莲子粥.md │ │ │ └── 银耳莲子粥.png │ │ ├── 陈皮排骨汤.md │ │ └── 陈皮排骨汤 │ │ │ ├── 陈皮排骨汤.jpg │ │ │ └── 陈皮排骨汤.md │ │ ├── staple │ │ ├── 中式馅饼 │ │ │ └── 中式馅饼.md │ │ ├── 凉粉 │ │ │ ├── lf1.jpg │ │ │ ├── lf10.jpg │ │ │ ├── lf11.jpg │ │ │ ├── lf2.jpg │ │ │ ├── lf3.jpg │ │ │ ├── lf4.jpg │ │ │ ├── lf5.jpg │ │ │ ├── lf6.jpg │ │ │ ├── lf7.jpg │ │ │ ├── lf8.jpg │ │ │ ├── lf9.jpg │ │ │ └── 凉粉.md │ │ ├── 基础牛奶面包 │ │ │ ├── 1-1成品.jpg │ │ │ ├── 2-1设备简介1.jpg │ │ │ ├── 2-2设备简介2.jpg │ │ │ ├── 4-1酵头1.jpg │ │ │ ├── 4-2酵头2.jpg │ │ │ ├── 4-3酵头3.jpg │ │ │ ├── 4-4此时的面团.jpg │ │ │ ├── 4-5转移到容器内.jpg │ │ │ ├── 4-6成品面包.jpg │ │ │ ├── 5-1成品.jpg │ │ │ └── 基础牛奶面包.md │ │ ├── 微波炉腊肠煲仔饭 │ │ │ ├── 微波炉腊肠煲仔饭.md │ │ │ └── 微波炉腊肠煲仔饭.png │ │ ├── 意式肉酱面 │ │ │ ├── final.jpg │ │ │ ├── sauce.jpg │ │ │ ├── spaghetti.jpg │ │ │ └── 意式肉酱面.md │ │ ├── 手工水饺.md │ │ ├── 扬州炒饭 │ │ │ ├── veg.png │ │ │ └── 扬州炒饭.md │ │ ├── 披萨饼皮 │ │ │ ├── 001.jpeg │ │ │ └── 披萨饼皮.md │ │ ├── 日式咖喱饭 │ │ │ ├── 成品.jpg │ │ │ └── 日式咖喱饭.md │ │ ├── 日式肥牛丼饭 │ │ │ ├── 成品.png │ │ │ └── 日式肥牛丼饭.md │ │ ├── 汤面.md │ │ ├── 河南蒸面条 │ │ │ ├── 河南蒸面条.md │ │ │ └── 河南蒸面条.png │ │ ├── 火腿饭团 │ │ │ ├── 火腿饭团.md │ │ │ └── 饭团.png │ │ ├── 炒凉粉 │ │ │ ├── chaoliangfen.jpg │ │ │ ├── 炒凉粉.md │ │ │ └── 炒凉粉成品.jpg │ │ ├── 炒年糕.md │ │ ├── 炒意大利面 │ │ │ ├── a.jpg │ │ │ └── 炒意大利面.md │ │ ├── 炒方便面.md │ │ ├── 炒河粉.md │ │ ├── 炒馍.md │ │ ├── 炸酱面.md │ │ ├── 烙饼 │ │ │ ├── 成品.jpg │ │ │ └── 烙饼.md │ │ ├── 烧饼 │ │ │ ├── 芝麻烧饼.jpg │ │ │ └── 芝麻烧饼.md │ │ ├── 热干面.md │ │ ├── 煮泡面加蛋.md │ │ ├── 电饭煲三文鱼炊饭 │ │ │ ├── 电饭煲三文鱼炊饭.md │ │ │ └── 电饭煲三文鱼炊饭.webp │ │ ├── 空气炸锅照烧鸡饭 │ │ │ ├── 空气炸锅照烧鸡饭.jpg │ │ │ └── 空气炸锅照烧鸡饭.md │ │ ├── 米饭 │ │ │ ├── rice_regularPot.jpeg │ │ │ ├── 煮锅蒸米饭.md │ │ │ └── 电饭煲蒸米饭.md │ │ ├── 老友猪肉粉 │ │ │ ├── 老友猪肉粉.jpg │ │ │ └── 老友猪肉粉.md │ │ ├── 老干妈拌面.md │ │ ├── 肉蛋盖饭.md │ │ ├── 茄子肉煎饼 │ │ │ ├── 1茄片肉片.jpg │ │ │ ├── 2米粉250g.jpg │ │ │ ├── 3米粉面粉鸡蛋.jpg │ │ │ ├── 4混合.jpg │ │ │ ├── 5起锅烧油.jpg │ │ │ ├── 6开始煎.jpg │ │ │ ├── 7撒盐准备起锅.jpg │ │ │ ├── 茄子肉煎饼.jpg │ │ │ └── 茄子肉煎饼.md │ │ ├── 葱油拌面.md │ │ ├── 蒸卤面.md │ │ ├── 蛋包饭.md │ │ ├── 蛋炒饭.md │ │ ├── 螺蛳粉.md │ │ ├── 西红柿鸡蛋挂面 │ │ │ ├── food.jpg │ │ │ ├── fryEgg.jpg │ │ │ ├── pretreatFood.jpg │ │ │ ├── tomato.jpg │ │ │ ├── tomatoNoodle.jpg │ │ │ └── 西红柿鸡蛋挂面.md │ │ ├── 豆角焖面 │ │ │ └── 豆角焖面.md │ │ ├── 酱拌荞麦面 │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ └── 酱拌荞麦面.md │ │ ├── 酸辣蕨根粉.md │ │ ├── 醪糟小汤圆.md │ │ ├── 韩式拌饭 │ │ │ ├── 韩式拌饭.md │ │ │ └── 韩式拌饭.png │ │ ├── 韭菜盒子.md │ │ ├── 鲣鱼海苔玉米饭 │ │ │ ├── 米饭.jpg │ │ │ └── 鲣鱼海苔玉米饭.md │ │ ├── 麻油拌面.md │ │ └── 麻辣减脂荞麦面.md │ │ ├── template │ │ └── 示例菜 │ │ │ ├── 示例菜.jpg │ │ │ └── 示例菜.md │ │ └── vegetable_dish │ │ ├── 上汤娃娃菜 │ │ ├── 上汤娃娃菜.md │ │ └── 上汤娃娃菜.png │ │ ├── 凉拌木耳 │ │ ├── 1.jpg │ │ ├── 10.jpg │ │ ├── 2.jpg │ │ ├── 3.jpg │ │ ├── 4.jpg │ │ ├── 5.jpg │ │ ├── 6.jpg │ │ ├── 7.jpg │ │ ├── 8.jpg │ │ ├── 9.jpg │ │ └── 凉拌木耳.md │ │ ├── 凉拌油麦菜.md │ │ ├── 凉拌莴笋 │ │ ├── 1.jpeg │ │ └── 凉拌莴笋.md │ │ ├── 凉拌豆腐.md │ │ ├── 凉拌金针菇.md │ │ ├── 凉拌黄瓜.md │ │ ├── 包菜炒鸡蛋粉丝 │ │ ├── 1.jpg │ │ └── 包菜炒鸡蛋粉丝.md │ │ ├── 地三鲜.md │ │ ├── 小炒藕丁 │ │ ├── 小炒藕丁.jpg │ │ └── 小炒藕丁.md │ │ ├── 干锅花菜 │ │ ├── 干锅花菜.jpg │ │ └── 干锅花菜.md │ │ ├── 手撕包菜 │ │ ├── 1.jpeg │ │ ├── 2.jpeg │ │ ├── 3.jpeg │ │ ├── 4.jpeg │ │ └── 手撕包菜.md │ │ ├── 拔丝土豆 │ │ ├── 1.jpeg │ │ ├── 2.jpeg │ │ ├── 3.jpeg │ │ ├── 4.jpeg │ │ └── 拔丝土豆.md │ │ ├── 松仁玉米.md │ │ ├── 椒盐玉米 │ │ ├── 椒盐玉米.jpeg │ │ └── 椒盐玉米.md │ │ ├── 榄菜肉末四季豆 │ │ ├── 榄菜肉末四季豆.JPG │ │ └── 榄菜肉末四季豆.md │ │ ├── 水油焖蔬菜.md │ │ ├── 油醋爆蛋.md │ │ ├── 洋葱炒鸡蛋 │ │ ├── 1.jpeg │ │ └── 洋葱炒鸡蛋.md │ │ ├── 清炒花菜.md │ │ ├── 清蒸南瓜.md │ │ ├── 炒滑蛋 │ │ ├── 炒滑蛋.jpg │ │ └── 炒滑蛋.md │ │ ├── 炒茄子.md │ │ ├── 炒青菜.md │ │ ├── 烤茄子 │ │ ├── 烤茄子.jpg │ │ └── 烤茄子.md │ │ ├── 白灼菜心 │ │ ├── 白灼菜心.jpg │ │ └── 白灼菜心.md │ │ ├── 糖拌西红柿 │ │ ├── 火山飘雪.jpg │ │ └── 糖拌西红柿.md │ │ ├── 素炒豆角.md │ │ ├── 红烧冬瓜 │ │ ├── 1.jpeg │ │ ├── 2.jpeg │ │ └── 红烧冬瓜.md │ │ ├── 红烧茄子.md │ │ ├── 脆皮豆腐.md │ │ ├── 芹菜拌茶树菇 │ │ ├── 芹菜拌茶树菇.jpg │ │ ├── 芹菜拌茶树菇.md │ │ └── 闽星茶树菇.jpg │ │ ├── 茄子炖土豆.md │ │ ├── 莴笋叶煎饼 │ │ ├── 1.jpeg │ │ ├── 2.jpeg │ │ ├── 3.jpeg │ │ └── 莴笋叶煎饼.md │ │ ├── 菠菜炒鸡蛋 │ │ ├── 菠菜炒鸡蛋.jpg │ │ └── 菠菜炒鸡蛋.md │ │ ├── 葱煎豆腐.md │ │ ├── 蒜蓉空心菜 │ │ ├── 1.JPG │ │ └── 蒜蓉空心菜.md │ │ ├── 蒜蓉西兰花.md │ │ ├── 蒲烧茄子.md │ │ ├── 虎皮青椒 │ │ ├── 虎皮青椒.jpg │ │ └── 虎皮青椒.md │ │ ├── 蚝油三鲜菇 │ │ ├── 1.jpeg │ │ ├── 2.jpeg │ │ └── 蚝油三鲜菇.md │ │ ├── 蚝油生菜.md │ │ ├── 西红柿炒鸡蛋.md │ │ ├── 西红柿豆腐汤羹 │ │ ├── 1.jpeg │ │ └── 西红柿豆腐汤羹.md │ │ ├── 西葫芦炒鸡蛋 │ │ ├── 西葫芦炒鸡蛋.jpeg │ │ └── 西葫芦炒鸡蛋.md │ │ ├── 话梅煮毛豆 │ │ ├── 1.jpeg │ │ └── 话梅煮毛豆.md │ │ ├── 酸辣土豆丝.md │ │ ├── 金针菇日本豆腐煲.md │ │ ├── 陕北熬豆角.md │ │ ├── 雷椒皮蛋.md │ │ ├── 鸡蛋火腿炒黄瓜.md │ │ └── 鸡蛋羹 │ │ ├── 微波炉鸡蛋羹.jpg │ │ ├── 微波炉鸡蛋羹.md │ │ ├── 蒸箱鸡蛋羹.md │ │ ├── 鸡蛋羹.jpg │ │ └── 鸡蛋羹.md └── C9 │ ├── cypher │ ├── neo4j_import.cypher │ ├── nodes.csv │ └── relationships.csv │ └── docker-compose.yml ├── docs ├── .nojekyll ├── README.md ├── _sidebar.md ├── chapter1 │ ├── 01_RAG_intro.md │ ├── 02_preparation.md │ ├── 03_get_start_rag.md │ ├── images │ │ ├── 1_1_1.svg │ │ ├── 1_1_2.png │ │ ├── 1_1_3.svg │ │ ├── 1_2_1.webp │ │ ├── 1_2_10.webp │ │ ├── 1_2_11.webp │ │ ├── 1_2_12.webp │ │ ├── 1_2_13.webp │ │ ├── 1_2_14.webp │ │ ├── 1_2_15.webp │ │ ├── 1_2_16.webp │ │ ├── 1_2_17.webp │ │ ├── 1_2_18.webp │ │ ├── 1_2_19.webp │ │ ├── 1_2_2.webp │ │ ├── 1_2_20.webp │ │ ├── 1_2_21.webp │ │ ├── 1_2_22.webp │ │ ├── 1_2_23.webp │ │ ├── 1_2_24.webp │ │ ├── 1_2_3.webp │ │ ├── 1_2_4.webp │ │ ├── 1_2_5.webp │ │ ├── 1_2_6.webp │ │ ├── 1_2_7.webp │ │ ├── 1_2_8.webp │ │ ├── 1_2_9.webp │ │ ├── 1_4_1.webp │ │ ├── 1_4_2.webp │ │ └── 1_4_3.webp │ └── virtualenv.md ├── chapter11 │ ├── 01_knowledge_graph.md │ ├── 02_neo4j.md │ └── images │ │ ├── 1_4_2_1.png │ │ ├── 1_4_3_1.png │ │ ├── 1_4_3_2.png │ │ ├── 1_4_3_3.png │ │ ├── 2_1_1.png │ │ ├── 2_1_2.png │ │ ├── 2_1_3.png │ │ ├── 2_1_4.png │ │ ├── 2_2_1_1.png │ │ ├── 2_2_1_2.png │ │ └── 2_2_2_1.png ├── chapter2 │ ├── 04_data_load.md │ ├── 05_text_chunking.md │ └── images │ │ └── 2_1.webp ├── chapter3 │ ├── 06_vector_embedding.md │ ├── 07_multimodal_embedding.md │ ├── 08_vector_db.md │ ├── 09_milvus.md │ ├── 10_index_optimization.md │ └── images │ │ ├── 3_1_1.webp │ │ ├── 3_1_2.webp │ │ ├── 3_1_3.webp │ │ ├── 3_2_1.webp │ │ ├── 3_3_1.webp │ │ ├── 3_4_1.webp │ │ ├── 3_4_2.webp │ │ ├── 3_4_3.png │ │ └── 3_5_1.webp ├── chapter4 │ ├── 11_hybrid_search.md │ ├── 12_query_construction.md │ ├── 13_text2sql.md │ ├── 14_query_rewriting.md │ ├── 15_advanced_retrieval_techniques.md │ └── images │ │ ├── 4_2_1.webp │ │ ├── 4_3_1.webp │ │ ├── 4_3_2.webp │ │ ├── 4_4_1.webp │ │ ├── 4_4_2.webp │ │ ├── 4_4_3.webp │ │ ├── 4_4_4.webp │ │ ├── 4_5_1.webp │ │ ├── 4_5_2.webp │ │ ├── 4_5_3.svg │ │ └── 4_5_4.webp ├── chapter5 │ └── 16_formatted_generation.md ├── chapter6 │ ├── 18_system_evaluation.md │ ├── 19_common_tools.md │ └── images │ │ ├── 6_1_1.webp │ │ └── 6_2_1.webp ├── chapter7 │ ├── 20_kg_rag.md │ └── images │ │ └── 7_1_1.svg ├── chapter8 │ ├── 01_env_architecture.md │ ├── 02_data_preparation.md │ ├── 03_index_retrieval.md │ ├── 04_generation_sys.md │ └── images │ │ └── 8_1_1.webp ├── chapter9 │ ├── 01_graph_rag_architecture.md │ ├── 02_graph_data_modeling.md │ ├── 03_index_construction.md │ ├── 04_intelligent_query_routing.md │ └── images │ │ └── 9_1_1.svg ├── emoji.png ├── en │ ├── README.md │ ├── _sidebar.md │ ├── chapter1 │ │ ├── 01_RAG_intro.md │ │ ├── 02_preparation.md │ │ ├── 03_get_start_rag.md │ │ └── images │ │ │ ├── 1_1_1.svg │ │ │ ├── 1_1_2.png │ │ │ ├── 1_1_3.svg │ │ │ ├── 1_2_1.webp │ │ │ ├── 1_2_10.webp │ │ │ ├── 1_2_11.webp │ │ │ ├── 1_2_12.webp │ │ │ ├── 1_2_13.webp │ │ │ ├── 1_2_14.webp │ │ │ ├── 1_2_2.webp │ │ │ ├── 1_2_3.webp │ │ │ ├── 1_2_4.webp │ │ │ ├── 1_2_5.webp │ │ │ ├── 1_2_6.webp │ │ │ ├── 1_2_7.webp │ │ │ ├── 1_2_8.webp │ │ │ ├── 1_2_9.webp │ │ │ ├── 1_4_1.png │ │ │ ├── 1_4_2.png │ │ │ └── 1_4_3.png │ └── logo.svg ├── index.html ├── logo.svg ├── project01.png └── project01_graph.png ├── emoji.png ├── logo.svg ├── models └── main.txt ├── project01.png ├── project01_graph.png └── 内测群二维码.jpg /.github/ISSUE_TEMPLATE/bug_report.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/datawhalechina/all-in-rag/HEAD/.github/ISSUE_TEMPLATE/bug_report.yml 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