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3b:["$","$L16",null,{"children":["$","pre",null,{"className":"language-py:test_chromadb.py","style":{"display":"block","overflowX":"auto","padding":"1.5rem","color":"#abb2bf","background":"#282c34","margin":0,"fontSize":"0.9rem","lineHeight":"1.6"},"children":["$","code",null,{"style":{"whiteSpace":"pre","fontFamily":"'Fira Code', 'Cascadia Code', 'Consolas', monospace"},"children":[false,[["$","span","line-number--1",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[1]}],["$","span","code-segement1",{"className":"$undefined","style":{},"children":["import chromadb\n"]}],["$","span","line-number--2",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[2]}],["$","span","code-segement3",{"className":"$undefined","style":{},"children":["from chromadb"]}],["$","span","code-segement4",{"className":"$undefined","style":{"color":"#d19a66"},"children":[".utils"]}],["$","span","code-segement5",{"className":"$undefined","style":{},"children":[" import embedding_functions\n"]}],["$","span","line-number--3",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[3]}],"\n",["$","span","line-number--4",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[4]}],"# 日本語対応の埋め込みモデルを使用\n",["$","span","line-number--5",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[5]}],["$","span","code-segement11",{"className":"$undefined","style":{},"children":["sentence_transformer_ef = embedding_functions"]}],["$","span","code-segement12",{"className":"$undefined","style":{"color":"#d19a66"},"children":[".SentenceTransformerEmbeddingFunction"]}],["$","span","code-segement13",{"className":"$undefined","style":{},"children":["(\n"]}],["$","span","line-number--6",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[6]}],["$","span","code-segement15",{"className":"$undefined","style":{},"children":["    model_name="]}],["$","span","code-segement16",{"className":"$undefined","style":{"color":"#98c379"},"children":["\"intfloat/multilingual-e5-small\""]}],["$","span","code-segement17",{"className":"$undefined","style":{},"children":["\n"]}],["$","span","line-number--7",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[7]}],")\n",["$","span","line-number--8",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[8]}],"\n",["$","span","line-number--9",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[9]}],"# ChromaDBクライアントの初期化\n",["$","span","line-number--10",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[10]}],["$","span","code-segement25",{"className":"$undefined","style":{},"children":["client = chromadb"]}],["$","span","code-segement26",{"className":"$undefined","style":{"color":"#d19a66"},"children":[".PersistentClient"]}],["$","span","code-segement27",{"className":"$undefined","style":{},"children":["(path="]}],["$","span","code-segement28",{"className":"$undefined","style":{"color":"#98c379"},"children":["\"./chroma_db\""]}],["$","span","code-segement29",{"className":"$undefined","style":{},"children":[")\n"]}],["$","span","line-number--11",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[11]}],"\n","$L47","# 既存のコレクションを削除して新しく作る\n","$L48","try:\n","$L49","$L4a","$L4b","$L4c","$L4d","$L4e","$L4f","except:\n","$L50","    pass\n","$L51","\n","$L52","# ★重要：embedding_functionを指定してコレクション作成\n","$L53","$L54","$L55","$L56","$L57","$L58","$L59","$L5a","$L5b","    embedding_function=sentence_transformer_ef  # ←ここが重要！\n","$L5c",")\n","$L5d","\n","$L5e","import os\n","$L5f","import glob\n","$L60","from datetime import datetime\n","$L61","\n","$L62","# documentsディレクトリ内のテキストファイルを読み込む\n","$L63","$L64","$L65","$L66","$L67","$L68","$L69","$L6a","$L6b","$L6c","$L6d","$L6e","$L6f","$L70","\n","$L71","$L72","$L73","$L74","$L75","$L76","$L77","$L78","$L79","    exit()\n","$L7a","\n","$L7b","$L7c","$L7d","$L7e","$L7f","$L80","$L81","$L82","\n","$L83","$L84","$L85","$L86","$L87","$L88","$L89","$L8a","$L8b","$L8c","$L8d","$L8e","$L8f","$L90","$L91","$L92","$L93","    \n","$L94","    # 空行で分割\n","$L95","$L96","$L97","$L98","$L99","$L9a","$L9b","    \n","$L9c","    # 今日の日付を取得\n","$L9d","$L9e","$L9f","$La0","$La1","$La2","$La3","$La4","$La5","\n","$La6","    # 各段落を追加\n","$La7","$La8","$La9","$Laa","$Lab","$Lac","$Lad","$Lae","$Laf","        # IDを一意にするためにファイル名を含める\n","$Lb0","$Lb1","$Lb2","$Lb3","$Lb4","        \n","$Lb5","        # 一般的なメタデータを設定\n","$Lb6","        metadata = {\n","$Lb7","$Lb8","$Lb9","$Lba","$Lbb","$Lbc","$Lbd","$Lbe","$Lbf","$Lc0","$Lc1","$Lc2","$Lc3","$Lc4","$Lc5","$Lc6","$Lc7","$Lc8","$Lc9","$Lca","$Lcb","$Lcc","$Lcd","$Lce","        }\n","$Lcf","\n","$Ld0","$Ld1","$Ld2","$Ld3","$Ld4","$Ld5","$Ld6","$Ld7","$Ld8","$Ld9","$Lda","$Ldb","$Ldc","$Ldd","$Lde","$Ldf","$Le0","        )\n","$Le1","    \n","$Le2","$Le3","$Le4","$Le5","$Le6","\n","$Le7","$Le8","$Le9","$Lea","$Leb","$Lec","$Led","$Lee","\n","$Lef","$Lf0","$Lf1","$Lf2","$Lf3","$Lf4","$Lf5","$Lf6","$Lf7","$Lf8","$Lf9","$Lfa","$Lfb","$Lfc","$Lfd","$Lfe","$Lff","$L100","$L101",")\n","$L102","\n","$L103","$L104","$L105","$L106","$L107","$L108","$L109","$L10a","$L10b","$L10c","$L10d","$L10e","$L10f","$L110","$L111","$L112","$L113","$L114","$L115","$L116","$L117","$L118","$L119","$L11a","$L11b","$L11c","$L11d","$L11e","$L11f","$L120","$L121","$L122","$L123","$L124","$L125","$L126","$L127","$L128","$L129","$L12a","$L12b","$L12c","$L12d","$L12e","$L12f","$L130","$L131","$L132","$L133","$L134","$L135","$L136","$L137","$L138","$L139","$L13a","$L13b","$L13c","$L13d","$L13e","$L13f","$L140","$L141","$L142","$L143","$L144","$L145"]]}]}]}]
3c:["$","h3",null,{"className":"text-xl font-bold pt-6 pb-3 text-gray-800","children":"documents/profile.txt"}]
3d:["$","$L16",null,{"children":["$","pre",null,{"className":"language-txt","style":{"display":"block","overflowX":"auto","padding":"1.5rem","color":"#abb2bf","background":"#282c34","margin":0,"fontSize":"0.9rem","lineHeight":"1.6"},"children":["$","code",null,{"style":{"whiteSpace":"pre","fontFamily":"'Fira Code', 'Cascadia Code', 'Consolas', monospace"},"children":[false,[["$","span","line-number--1",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"1.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[1]}],["$","span","code-segement1",{"className":"$undefined","style":{},"children":["名前は田中太郎。\n"]}],["$","span","line-number--2",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"1.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[2]}],"\n",["$","span","line-number--3",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"1.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[3]}],"年齢は20歳。\n",["$","span","line-number--4",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"1.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[4]}],"\n",["$","span","line-number--5",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"1.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[5]}],"出身はアメリカのカリフォルニア州。\n",["$","span","line-number--6",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"1.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[6]}],"\n",["$","span","line-number--7",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"1.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[7]}],"趣味はサーフィンとネットサーフィン。"]]}]}]}]
3e:["$","$L15",null,{"className":"pt-8 pb-4","children":"実行"}]
3f:["$","p",null,{"className":"py-2 leading-relaxed text-gray-700","children":"実行結果は以下になります。"}]
40:["$","p",null,{"className":"py-2 leading-relaxed text-gray-700","children":"名前を尋ねる質問に対して、正しいファイルから名前だけではなく\nファイル名や作成日なども取得できました。"}]
41:["$","$L16",null,{"children":["$","pre",null,{"className":"language-sh","style":{"display":"block","overflowX":"auto","padding":"1.5rem","color":"#abb2bf","background":"#282c34","margin":0,"fontSize":"0.9rem","lineHeight":"1.6"},"children":["$","code",null,{"style":{"whiteSpace":"pre","fontFamily":"'Fira Code', 'Cascadia Code', 'Consolas', monospace"},"children":[false,[["$","span","line-number--1",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"2.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[1]}],["$","span","code-segement1",{"className":"$undefined","style":{},"children":["✓ "]}],["$","span","code-segement2",{"className":"$undefined","style":{"color":"#d19a66"},"children":["2"]}],["$","span","code-segement3",{"className":"$undefined","style":{},"children":["個のファイルを検出しました\n"]}],["$","span","line-number--2",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"2.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[2]}],["$","span","code-segement5",{"className":"$undefined","style":{},"children":["  - 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42:["$","$L15",null,{"className":"pt-8 pb-4","children":"まとめ"}]
43:["$","p",null,{"className":"py-2 leading-relaxed text-gray-700","children":"メタ情報を加えればデータの管理もしやすくなるので今後も活用します！"}]
44:["$","p",null,{"className":"py-2 leading-relaxed text-gray-700","children":"次はテキストファイルではなくPDFファイルの読み取りなどにも挑戦したいです！"}]
45:["$","span","line-number--12",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"2.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[12]}]
46:["$","span","line-number--13",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"2.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[13]}]
47:["$","span","line-number--12",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[12]}]
48:["$","span","line-number--13",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[13]}]
49:["$","span","line-number--14",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[14]}]
4a:["$","span","code-segement37",{"className":"$undefined","style":{},"children":["    client"]}]
4b:["$","span","code-segement38",{"className":"$undefined","style":{"color":"#d19a66"},"children":[".delete_collection"]}]
4c:["$","span","code-segement39",{"className":"$undefined","style":{},"children":["(name="]}]
4d:["$","span","code-segement40",{"className":"$undefined","style":{"color":"#98c379"},"children":["\"test_collection\""]}]
4e:["$","span","code-segement41",{"className":"$undefined","style":{},"children":[")\n"]}]
4f:["$","span","line-number--15",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[15]}]
50:["$","span","line-number--16",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[16]}]
51:["$","span","line-number--17",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[17]}]
52:["$","span","line-number--18",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[18]}]
53:["$","span","line-number--19",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[19]}]
54:["$","span","code-segement51",{"className":"$undefined","style":{},"children":["collection = client"]}]
55:["$","span","code-segement52",{"className":"$undefined","style":{"color":"#d19a66"},"children":[".get_or_create_collection"]}]
56:["$","span","code-segement53",{"className":"$undefined","style":{},"children":["(\n"]}]
57:["$","span","line-number--20",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[20]}]
58:["$","span","code-segement55",{"className":"$undefined","style":{},"children":["    name="]}]
59:["$","span","code-segement56",{"className":"$undefined","style":{"color":"#98c379"},"children":["\"test_collection\""]}]
5a:["$","span","code-segement57",{"className":"$undefined","style":{},"children":[",\n"]}]
5b:["$","span","line-number--21",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[21]}]
5c:["$","span","line-number--22",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[22]}]
5d:["$","span","line-number--23",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[23]}]
5e:["$","span","line-number--24",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[24]}]
5f:["$","span","line-number--25",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[25]}]
60:["$","span","line-number--26",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[26]}]
61:["$","span","line-number--27",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[27]}]
62:["$","span","line-number--28",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[28]}]
63:["$","span","line-number--29",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[29]}]
64:["$","span","code-segement75",{"className":"$undefined","style":{},"children":["documents_dir = "]}]
65:["$","span","code-segement76",{"className":"$undefined","style":{"color":"#98c379"},"children":["\"documents\""]}]
66:["$","span","code-segement77",{"className":"$undefined","style":{},"children":["\n"]}]
67:["$","span","line-number--30",{"className":"comment linenumber react-syntax-highlighter-line-number","style":{"display":"inline-block","minWidth":"3.25em","paddingRight":"1em","textAlign":"right","userSelect":"none"},"children":[30]}]
68:["$","span","code-segement79",{"className":"$undefined","style":{},"children":["files = glob"]}]
69:["$","span","code-segement80",{"className":"$undefined","style":{"color":"#d19a66"},"children":[".glob"]}]
6a:["$","span","code-segement81",{"className":"$undefined","style":{},"children":["(os"]}]
6b:["$","span","code-segement82",{"className":"$undefined","style":{"color":"#d19a66"},"children":[".path"]}]
6c:["$","span","code-segement83",{"className":"$undefined","style":{"color":"#d19a66"},"children":[".join"]}]
6d:["$","span","code-segement84",{"className":"$undefined","style":{},"children":["(documents_dir, "]}]
6e:["$","span","code-segement85",{"className":"$undefined","style":{"color":"#98c379"},"children":["\"*.txt\""]}]
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