refactor: Remove unused code and dependencies, update embeddings and text splitter modules

law-bot.ipynb

@@ -11,8 +11,6 @@
     "from langchain.schema import Document\n",
     "from langchain_community.vectorstores import FAISS\n",
     "from langchain.schema import Document\n",
-    "from langchain_community.embeddings import HuggingFaceBgeEmbeddings\n",
-    "from langchain.text_splitter import RecursiveCharacterTextSplitter\n",
     "from langchain_community.retrievers import BM25Retriever\n",
     "from langchain.retrievers import EnsembleRetriever"
    ]
@@ -35,29 +33,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/Users/jeongseok/Library/Caches/pypoetry/virtualenvs/law-bot-akDfIMkT-py3.12/lib/python3.12/site-packages/sentence_transformers/cross_encoder/CrossEncoder.py:11: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+      "/Users/anpigon/Library/Caches/pypoetry/virtualenvs/law-bot-C3zMZhS7-py3.11/lib/python3.11/site-packages/sentence_transformers/cross_encoder/CrossEncoder.py:11: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
       "  from tqdm.autonotebook import tqdm, trange\n"
      ]
     }
    ],
    "source": [
-    "# 임베딩 모델 설정 (실제로 임베딩하지는 않음)\n",
+    "from langchain_community.embeddings import HuggingFaceBgeEmbeddings\n",
+    "\n",
     "embeddings = HuggingFaceBgeEmbeddings(model_name=\"BAAI/bge-m3\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
+    "from langchain.text_splitter import RecursiveCharacterTextSplitter\n",
+    "\n",
     "# 텍스트 분할기 설정\n",
     "text_splitter = RecursiveCharacterTextSplitter(\n",
     "    chunk_size=2000,\n",
@@ -413,7 +414,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.4"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,