├── .gitignore ├── LICENSE ├── README.md ├── doc ├── gaokao_assistant.md ├── improve_rag_with_re-ranking.md ├── langchan_demo.md ├── ollama_demo.md ├── openai_cookbook_demo.md ├── openim_bot.md ├── rag_gpt_engineering_problems.md ├── rag_gpt_introduction.md └── rag_overview.md └── image ├── gaokao_assistant ├── 2024_gaokao.jpg ├── 2024_gaokao_detail.jpg ├── ex_excel.jpg ├── ex_md.jpg ├── excel_list.jpg ├── jinli.jpg ├── llama_parse.jpg ├── open_kf_group_03.jpg ├── pdf_list.jpg ├── product_flow.jpg └── zhiyuan_case.jpg ├── improve_rag_with_re-ranking ├── improve_rag_with_re-ranking_1.webp ├── improve_rag_with_re-ranking_10.webp ├── improve_rag_with_re-ranking_11.webp ├── improve_rag_with_re-ranking_2.webp ├── improve_rag_with_re-ranking_3.webp ├── improve_rag_with_re-ranking_4.webp ├── improve_rag_with_re-ranking_5.webp ├── improve_rag_with_re-ranking_6.webp ├── improve_rag_with_re-ranking_7.webp ├── improve_rag_with_re-ranking_8.webp └── improve_rag_with_re-ranking_9.webp ├── langchain_demo ├── admin_dashboard.jpg ├── admin_embed_js.jpg ├── admin_setting.jpg ├── crawl_content_log.jpg ├── crawl_content_result.jpg ├── crawl_link_log.jpg ├── crawl_link_result.jpg ├── login.jpg ├── open_kf_group_02.jpg ├── start.jpg ├── submit_sitemap.jpg ├── test_01.jpg └── test_02.jpg ├── ollama_demo ├── admin_dashboard.jpg ├── admin_embed_js.jpg ├── admin_setting.jpg ├── llama3_bentchmark.jpg ├── login.jpg ├── mxbai-embed-large-v1_bentchmark.jpg ├── ollama_config.jpg ├── ollama_meta.jpg ├── ollama_model_list.jpg ├── online_retrieve.jpg ├── open_kf_group_02.jpg ├── parse_content_log.jpg ├── parse_content_result.jpg ├── start.jpg ├── test_01.jpg └── upload_file.jpg ├── openai_cookbook_demo ├── admin_dashboard.jpg ├── admin_embed_js.jpg ├── admin_setting.jpg ├── crawl_content_log.jpg ├── crawl_content_result.jpg ├── login.jpg ├── online_retrieve.jpg ├── open_ai_cookbook.jpg ├── open_kf_group_02.jpg ├── start.jpg ├── submit_urls.jpg └── test_01.jpg ├── openim_bot ├── bot.jpg ├── case_01.jpg ├── case_02.jpg ├── case_03.jpg ├── case_04.jpg ├── conversation_history.jpg ├── online_retrieve.jpg ├── open_kf_group_02.jpg ├── query_transformation.jpg └── rag_overview.jpg ├── rag_gpt_engineering_problems ├── llm_alignbench.jpg ├── llm_api_price.jpg ├── open_kf_group_02.jpg ├── openai_embedding.jpg ├── openai_tier1_rate_limit.jpg ├── rag_advantages.jpg ├── rag_process.jpg └── rag_seven_fp.jpg └── rag_overview ├── conversation_history.jpg ├── hierarchical_indices.jpg ├── online_retrieve.jpg ├── open_kf_group_02.jpg ├── openim_case1_log.jpg ├── openim_case1_result.jpg ├── openim_case2_log.jpg ├── openim_case2_result.jpg ├── postprocess_case_log.jpg ├── postprocess_case_result.jpg ├── query_transformation.jpg ├── rag_gpt_admin_dashboard.png ├── rag_gpt_admin_setting.png ├── rag_gpt_embed_case.png ├── rag_gpt_import_res.png ├── rag_gpt_indexing.png ├── rag_gpt_infra.png ├── rag_gpt_qa_case.png ├── rag_overview.jpg ├── small_to_big.jpg ├── split_1_chunk.jpg ├── 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