{"id":1580,"date":"2025-05-23T15:10:47","date_gmt":"2025-05-23T06:10:47","guid":{"rendered":"https:\/\/www.eqboard.com\/?p=1580"},"modified":"2025-05-29T14:32:29","modified_gmt":"2025-05-29T05:32:29","slug":"rag%ec%83%98%ed%94%8c-notebooklm%ec%b2%98%eb%9f%bc-%ea%b5%ac%ec%84%b1","status":"publish","type":"post","link":"https:\/\/www.eqboard.com\/?p=1580","title":{"rendered":"RAG GUI sample: NotebookLM type"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignright size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"715\" height=\"1024\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-715x1024.jpg\" alt=\"\" class=\"wp-image-601\" style=\"width:165px;height:auto\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-715x1024.jpg 715w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-210x300.jpg 210w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-768x1099.jpg 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton-1073x1536.jpg 1073w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2023\/12\/newton.jpg 1275w\" sizes=\"auto, (max-width: 715px) 100vw, 715px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-small-font-size\">\uc774 \uae00\uc740 \uc5ec\ub7ec \ud615\ud0dc\uc758 RAG\uc911 1\uac1c\uc758 \uc608\uc81c\ub85c \uad6c\uc131\ud558\ub294 \ud615\ud0dc\uc5d0 \ub300\ud55c \uc124\uba85\uc744 \uc704\ud55c \uae00\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"has-small-font-size\">2025\ub144 2\/4\ubd84\uae30\uc5d0 \ud070 \uc778\uae30\ub97c \uc5bb\ub294 Notebook-LM\ucc98\ub7fc \ub9cc\ub4dc\ub824\uace0 \ud588\uc9c0\ub9cc, \ub2e4 \ub85c\uceec(HP notebook)\uc5d0\uc11c \uc2e4\ud589\ud574\uc57c\ud558\uae30\uc5d0 \uac00\ub2a5\ud55c \ubd80\ubd84\ub9cc \uad6c\ud604\ud558\uc600\uc2b5\ub2c8\ub2e4.<br>Ollama\uc640 4Gbyte\ud06c\uae30\uc758 LLM\uc73c\ub85c\ub9cc \uad6c\ud604\ud558\uc5ec, \uc778\ud130\ub137\uacfc \ubb34\uad00\ud558\uac8c \ub3d9\uc791\ud569\ub2c8\ub2e4.<br>\uc0dd\uc131 \uc2dc, \ucc38\uc870\ud558\ub294 \uc704\uce58\uc5d0 \ub300\ud55c \uc815\ubcf4\ub294 \uc624\ub978\ucabd\uc5d0 \ud574\ub2f9 \uc11c\uc801, \ud574\ub2f9 \ud398\uc774\uc9c0\ub97c \ud45c\uc2dc\ud558\ub294 \ubc29\ubc95\uc73c\ub85c \ubcc0\uacbd\ud558\uc600\uc2b5\ub2c8\ub2e4.<br><br>GUI\ub294 &#8216;Streamlit&#8217;\ub85c \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4.<br>\uc8fc\uc694 \uae30\ub2a5<br>&#8211; \uc9c8\ubb38\uc5b8\uc5b4\uc640 \ub2f5\ubcc0\uc5b8\uc5b4\ub97c \ubd84\ub9ac\ud558\uc600\uc2b5\ub2c8\ub2e4.<br>&#8211; \uc6d0\ud558\ub294 \uc11c\uc801\uc5d0\uc11c \uac80\uc0c9\ud558\ub3c4\ub85d \uc81c\ud55c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br>&#8211; \uc0dd\uc131\uc744 \uc704\ud55c \uacfc\uc815\uc5d0\uc11c \uc5b4\ub5a4 \uc11c\uc801\uc758 \uc5b4\ub5a4 \ud398\uc774\uc9c0\ub97c \ucc38\uc870\ud558\ub294\uc9c0 \ud788\uc2a4\ud1a0\ub9ac\ub97c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br>&#8211; \uc5ec\ub7ec \uba85\uc774 \ub3d9\uc2dc\uc5d0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc791\uc131 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<br>&#8211; \uad00\ub828 \ubb38\uc11c \ucc3e\ub294 \uae30\ub2a5\uacfc \uc9c8\ubb38\uc5d0 \ub300\ud55c \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud558\ub294 \uae30\ub2a5\uc744 LangChain\uc5d0 \uad8c\uc7a5 \uad6c\uc870\ub85c \uc791\uc131\ud588\uace0, 2\ucc28\uc5d0 \uac78\uce5c \uac80\ud1a0 \ud6c4\uc5d0 \ub2f5\ubcc0\ud558\ub3c4\ub85d \ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong><mark style=\"background-color:#000000\" class=\"has-inline-color has-white-color\">(Operating Environment: Laptop from 2022, 8GB RAM, GTX 1650 VRAM 4GB)<\/mark><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"RAG GUI(MBL-Gravity acceleration)\" width=\"640\" height=\"480\" src=\"https:\/\/www.youtube.com\/embed\/PWf3d6f_OUc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"has-small-font-size\"><mark style=\"background-color:#000000\" class=\"has-inline-color has-vivid-purple-color\">(<\/mark><mark style=\"background-color:#000000\" class=\"has-inline-color has-white-color\">WEB \uc2dc\uc2a4\ud15c\uc758 \uc0ac\uc815\uc73c\ub85c \uc774\ubbf8\uc9c0\uac00 \ubd84\ud560\ub429\ub2c8\ub2e4.)<\/mark><\/p>\n\n\n\n<p class=\"has-small-font-size\"><br><br><strong>LLM\uc744 \uc774\uc6a9\ud558\uc5ec, PDF\ub0b4\uc6a9\uc744 \uac80\uc0c9\ud558\ub294 \ud654\uba74\uc785\ub2c8\ub2e4 (LLM Search).<\/strong><br>\uc8fc\uc694\uae30\ub2a5<br>&#8211; DB\ud654 \ub41c PDF\ub97c \uc120\ud0dd\uc801\uc73c\ub85c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br>&#8211; DB\ub9c8\ub2e4 \uac80\uc0c9\ud560 \ud398\uc774\uc9c0 \uc218\uc640 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud45c\uc2dc\ud560 \ud398\uc774\uc9c0 \uc218\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br>&#8211; \uac80\uc0c9\ub41c \ud398\uc774\uc9c0\ub97c \ubc88\uc5ed\ud558\uc5ec \ub0b4\uc6a9\uc744 \uc54c \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-4-3 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"RAG GUI(LLM Search- Gravity acceleration)\" width=\"640\" height=\"480\" src=\"https:\/\/www.youtube.com\/embed\/8P8DlO_7t2s?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-fe9cc265 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1020\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101144-1024x1020.png\" alt=\"\" class=\"wp-image-1609\" style=\"width:837px;height:auto\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101144-1024x1020.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101144-300x300.png 300w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101144-150x150.png 150w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101144-768x765.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101144-1536x1529.png 1536w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101144-2048x2039.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1020\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101200-1024x1020.png\" alt=\"\" class=\"wp-image-1610\" style=\"width:837px;height:auto\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101200-1024x1020.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101200-300x300.png 300w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101200-150x150.png 150w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101200-768x765.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101200-1536x1529.png 1536w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-2025-05-28-101200-2048x2039.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"864\" height=\"1024\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_09_13-864x1024.png\" alt=\"\" class=\"wp-image-1612\" style=\"width:836px;height:auto\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_09_13-864x1024.png 864w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_09_13-253x300.png 253w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_09_13-768x910.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_09_13-1296x1536.png 1296w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_09_13-1729x2048.png 1729w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_09_13-1024x1213.png 1024w\" sizes=\"auto, (max-width: 864px) 100vw, 864px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"802\" height=\"1024\" src=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_08_12-802x1024.png\" alt=\"\" class=\"wp-image-1611\" style=\"width:834px;height:auto\" srcset=\"https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_08_12-802x1024.png 802w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_08_12-235x300.png 235w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_08_12-768x981.png 768w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_08_12-1203x1536.png 1203w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_08_12-1604x2048.png 1604w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_08_12-1024x1308.png 1024w, https:\/\/www.eqboard.com\/wp-content\/uploads\/2025\/05\/screencapture-localhost-8501-RAG-2025-05-28-15_08_12-scaled.png 2005w\" sizes=\"auto, (max-width: 802px) 100vw, 802px\" \/><\/figure>\n<\/div>\n\n\n\n<p class=\"has-small-font-size\">\uc774\ub7f0 \ucf54\ub4dc\ub294 AI \uc11c\ube44\uc2a4\ub97c \uc774\uc6a9\ud574\uc11c \ub9cc\ub4dc\uc2dc\uba74 \ub429\ub2c8\ub2e4.<br>DeepSeek\ub97c \uc9c8\ubb38\uc744 \ud574\uc11c \ucf54\ub4dc\ub97c \ub9cc\ub4dc\ub294 \uac83\uc744 \uc62c\ub9bd\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code has-background has-small-font-size\" style=\"background:linear-gradient(135deg,rgb(6,147,227) 0%,rgb(246,242,242) 0%,rgb(155,81,224) 100%)\"><code>import streamlit as st\nimport os\n\n# \uc138\uc158 \uc0c1\ud0dc \ucd08\uae30\ud654\nif 'messages' not in st.session_state:\n    st.session_state.messages = &#91;]\nif 'answer' not in st.session_state:\n    st.session_state.answer = \"\"\nif 'selected_language' not in st.session_state:\n    st.session_state.selected_language = \"Korean\"\nif 'selected_book' not in st.session_state:\n    st.session_state.selected_book = \"\"\n\n# \ud398\uc774\uc9c0 \uc124\uc815\nst.set_page_config(layout=\"wide\")\n\n# \ucc45 \ubaa9\ub85d \ud30c\uc77c \uc77d\uae30 \ud568\uc218\ndef load_booklist():\n    try:\n        with open('booklist.txt', 'r', encoding='utf-8') as f:\n            return &#91;line.strip() for line in f.readlines()]\n    except FileNotFoundError:\n        st.error(\"booklist.txt \ud30c\uc77c\uc744 \ucc3e\uc744 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.\")\n        return &#91;]\n    except Exception as e:\n        st.error(f\"\ud30c\uc77c \uc77d\uae30 \uc624\ub958: {str(e)}\")\n        return &#91;]\n\n# \ub808\uc774\uc544\uc6c3 \uad6c\uc131\ncol1, col2, col3 = st.columns(&#91;0.2, 0.5, 0.3])\n\n# \uc88c\uce21 \uceec\ub7fc (\uc124\uc815 \ubc0f \ucc45 \uc120\ud0dd)\nwith col1:\n    st.header(\"Settings\")\n    \n    # \uc5b8\uc5b4 \uc120\ud0dd\n    language = st.radio(\n        \"Select Language\",\n        &#91;\"Korean\", \"English\"],\n        index=0 if st.session_state.selected_language == \"Korean\" else 1\n    )\n    st.session_state.selected_language = language\n    \n    # \ucc45 \ubaa9\ub85d \ub85c\ub4dc \ubc0f \uc120\ud0dd\n    books = load_booklist()\n    if books:\n        selected_book = st.selectbox(\n            \"Select a Book\",\n            books,\n            index=books.index(st.session_state.selected_book) if st.session_state.selected_book in books else 0\n        )\n        st.session_state.selected_book = selected_book\n\n# \uc911\uc559 \uceec\ub7fc (\uc9c8\ubb38 &amp; \ub2f5\ubcc0)\nwith col2:\n    st.header(\"Q&amp;A\")\n    \n    # \uc9c8\ubb38 \uc785\ub825\n    question = st.text_input(\"Enter your question:\")\n    \n    # \ub2f5\ubcc0 \ud45c\uc2dc \uc601\uc5ed\n    answer_placeholder = st.empty()\n    if st.session_state.answer:\n        answer_placeholder.markdown(st.session_state.answer)\n    \n    # \ucc98\ub9ac \ubc84\ud2bc (\uc2e4\uc81c RAG \uc5f0\uacb0 \ubd80\ubd84)\n    if st.button(\"Submit\"):\n        # \uc5ec\uae30\uc5d0 \uc2e4\uc81c RAG \ucc98\ub9ac \ucf54\ub4dc \ucd94\uac00\n        mock_answer = f\"Selected: {st.session_state.selected_book} ({language})\\n\\nQuestion: {question}\\n\\nAnswer: This is a sample response.\"\n        st.session_state.answer = mock_answer\n        answer_placeholder.markdown(mock_answer)\n        \n        # \uba54\uc2dc\uc9c0 \ud328\ub110\uc5d0 \ub85c\uadf8 \ucd94\uac00\n        st.session_state.messages.append(f\"Question processed: {question&#91;:20]}...\")\n\n# \uc6b0\uce21 \uceec\ub7fc (\uba54\uc2dc\uc9c0 \ud328\ub110)\nwith col3:\n    st.header(\"Processing Messages\")\n    \n    # \uba54\uc2dc\uc9c0 \ud45c\uc2dc \uc601\uc5ed\n    messages_placeholder = st.container()\n    \n    # \uba54\uc2dc\uc9c0 \ud45c\uc2dc\n    with messages_placeholder:\n        for msg in st.session_state.messages&#91;-10:]:  # \ucd5c\uadfc 10\uac1c \uba54\uc2dc\uc9c0\ub9cc \ud45c\uc2dc\n            st.info(f\"\u2022 {msg}\")\n\n    # \uba54\uc2dc\uc9c0 \ucd08\uae30\ud654 \ubc84\ud2bc\n    if st.button(\"Clear Messages\"):\n        st.session_state.messages = &#91;]\n        st.experimental_rerun()<\/code><\/pre>\n\n\n\n<p class=\"has-small-font-size\">\uc724\uc601\uae30 (\u5c39\u6cf3\u797a, YOON, Young-Ki)<br>younggiyoon@hotmail.com<br>newton@eqboard.com<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc774 \uae00\uc740 \uc5ec\ub7ec \ud615\ud0dc\uc758 RAG\uc911 1\uac1c\uc758 \uc608\uc81c\ub85c \uad6c\uc131\ud558\ub294 \ud615\ud0dc\uc5d0 \ub300\ud55c \uc124\uba85\uc744 \uc704\ud55c \uae00\uc785\ub2c8\ub2e4. 2025\ub144 2\/4\ubd84\uae30\uc5d0 \ud070 \uc778\uae30\ub97c \uc5bb\ub294 Notebook-LM\ucc98\ub7fc \ub9cc\ub4dc\ub824\uace0 \ud588\uc9c0\ub9cc, \ub2e4 \ub85c\uceec(HP notebook)\uc5d0\uc11c \uc2e4\ud589\ud574\uc57c\ud558\uae30\uc5d0 \uac00\ub2a5\ud55c \ubd80\ubd84\ub9cc \uad6c\ud604\ud558\uc600\uc2b5\ub2c8\ub2e4.Ollama\uc640 4Gbyte\ud06c\uae30\uc758 LLM\uc73c\ub85c\ub9cc \uad6c\ud604\ud558\uc5ec, \uc778\ud130\ub137\uacfc \ubb34\uad00\ud558\uac8c \ub3d9\uc791\ud569\ub2c8\ub2e4.\uc0dd\uc131 \uc2dc, \ucc38\uc870\ud558\ub294 \uc704\uce58\uc5d0 \ub300\ud55c \uc815\ubcf4\ub294 \uc624\ub978\ucabd\uc5d0 \ud574\ub2f9 \uc11c\uc801, \ud574\ub2f9 \ud398\uc774\uc9c0\ub97c \ud45c\uc2dc\ud558\ub294 \ubc29\ubc95\uc73c\ub85c \ubcc0\uacbd\ud558\uc600\uc2b5\ub2c8\ub2e4. GUI\ub294 &#8216;Streamlit&#8217;\ub85c \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4.\uc8fc\uc694 \uae30\ub2a5&#8211; \uc9c8\ubb38\uc5b8\uc5b4\uc640 \ub2f5\ubcc0\uc5b8\uc5b4\ub97c \ubd84\ub9ac\ud558\uc600\uc2b5\ub2c8\ub2e4.&#8211; \uc6d0\ud558\ub294 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-1580","post","type-post","status-publish","format-standard","hentry","category-artificialintelligence-kr"],"_links":{"self":[{"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/posts\/1580","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1580"}],"version-history":[{"count":11,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/posts\/1580\/revisions"}],"predecessor-version":[{"id":1616,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=\/wp\/v2\/posts\/1580\/revisions\/1616"}],"wp:attachment":[{"href":"https:\/\/www.eqboard.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1580"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1580"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.eqboard.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1580"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}