├── .gitignore ├── 01.Orientation └── 01.OpenAI의 api point 소개.ipynb ├── 02.Text embedding 실습 ├── 00.Dataset 준비.ipynb ├── 01.embedding을 활용한 유사도 측정.ipynb ├── 02.알맞은 embedding model 선택 방법.ipynb ├── 03.Advanced 1 (optional).ipynb ├── 03.Advanced 2 (optional).ipynb ├── 04. 유사도 측정 최적화.ipynb └── utils.py ├── 02.Text embedding 이론(시연파일) ├── SBERT_시연.ipynb ├── Sparse_vs_Dense.ipynb ├── Transformer_preview.ipynb └── Word2Vec_example.ipynb ├── 03. Image embedding 이론(시연파일) ├── BOVW.ipynb ├── CNN.ipynb ├── Vision_transformer.ipynb ├── color_histogram.ipynb └── color_histogram_2.ipynb ├── 03.Image embedding 실습 ├── 00.Dataset 준비.ipynb ├── 00.Google colab 연결.ipynb ├── 01.Image search.ipynb ├── 02.Image chunking.ipynb ├── 03.Preprocessing for multimodal search.ipynb ├── 04.Multimodal search.ipynb ├── text_utils.py └── utils.py ├── 04.VectorDB ├── 01.Pinecone을 활용한 인재 추천 시스템.ipynb ├── 01.VectorDB basics.ipynb ├── Pinecone_practice.ipynb ├── images │ ├── indexing.png │ ├── postprocessing.png │ ├── querying.png │ ├── response generation.png │ └── search&retrieval.png └── text_utils.py ├── 05.VectorDB_Advanced ├── BM25+Rerank Fusion.ipynb ├── Langchain_Agent.ipynb ├── Langchain_Chain.ipynb ├── Langchain_RAG.ipynb ├── Langchain_prompt_template.ipynb ├── Multimodal_GPT4V_Structured_Parsing.ipynb ├── Multimodal_LanceDB_Video.ipynb ├── decoupling chunks for retrieval vs synthesis.ipynb ├── llama índex and pinecone.ipynb ├── llama índex and pinecone.ipynb └── llamaindex_Exercise.ipynb ├── 06.Fashion_rec ├── 00. fashionpedia_Data_prep.ipynb ├── 00. preprocess_annotations.py ├── 01 sparse.ipynb ├── 01. Create_image_embeddings.py ├── 01. text와 image DB 구축(1).ipynb ├── 01. text와 image DB 구축(2).ipynb ├── 02. generate_SPLADE_embeddings.ipynb ├── 02. 세가지_기본_search_system_구축.ipynb ├── 03. Text_input_module.ipynb ├── 04. Image_input_module.ipynb ├── 05. Hybrid_search_module.ipynb ├── 07. Multi_input_module.ipynb ├── 08. Fashion_reccommender.ipynb ├── 09. User_interaction.ipynb ├── Using_a_fine_tunned_YOLOS_model.ipynb ├── app │ ├── app_image.jpg │ ├── demo_app.py │ ├── image_utils.py │ ├── search_method_wrapper.py │ ├── search_utils.py │ ├── setup_req.py │ ├── splade.zip │ ├── text_utils.py │ └── yolo_utils.py ├── architecture.pdf ├── generate_splade_embeddings.py ├── image_utils.py ├── search_utils.py ├── test_images │ ├── dog.jpg │ ├── test.jpg │ ├── test_image.png │ ├── test_image2.jpg │ ├── test_image3.jpg │ ├── test_image4.png │ ├── test_image5.jpg │ ├── test_image6.jpg │ ├── test_image7.jpg │ └── test_image8.jpg ├── text_utils.py ├── utils.py └── yolo_utils.py ├── 07.Cost_reduction ├── 08. cost_reduction.ipynb └── sample │ └── Mount Everest - Wikipedia.html ├── README.md ├── requirements.txt └── requirements2.txt /.gitignore: -------------------------------------------------------------------------------- 1 | .env 2 | .ipynb_checkpoints 3 | .DS_Store -------------------------------------------------------------------------------- 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