Remove : Extra Module

RAG/Implementing a Retrieval-Augmented Generation (RAG) System with OpenAI's API + weaviate_DB.ipynb

@@ -30,17 +30,10 @@
  "from langchain.chat_models import ChatOpenAI\n",
  "from langchain.document_loaders import TextLoader\n",
  "from langchain_community.document_loaders import JSONLoader\n",
- "from langchain.vectorstores import DocArrayInMemorySearch\n",
- "from IPython.display import display, Markdown\n",
  "from langchain.text_splitter import CharacterTextSplitter\n",
  "from langchain.embeddings import OpenAIEmbeddings, HuggingFaceInstructEmbeddings\n",
- "from langchain.vectorstores import FAISS\n",
  "from langchain.memory import ConversationBufferMemory\n",
  "from langchain.chains import ConversationalRetrievalChain\n",
- "from langchain.indexes import VectorstoreIndexCreator\n",
- "from langchain_experimental.agents.agent_toolkits.csv.base import create_csv_agent\n",
- "from langchain.agents.agent_types import AgentType\n",
- "from langchain.memory import ConversationBufferMemory\n",
  "import tiktoken"
  ]
  },
@@ -99,6 +92,13 @@
  "## 📑 Data Reading"
  ]
  },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Json Loader"
+ ]
+ },
  {
  "cell_type": "code",
  "execution_count": null,
@@ -108,7 +108,7 @@
  "outputs": [],
  "source": [
  "json_file_path = './Data/SyllabusData.json'\n",
- "loader = TextLoader(file_path=json_file_path, encoding=\"utf-8\")\n",
+ "loader = JSONLoader(file_path=json_file_path, encoding=\"utf-8\")\n",
  "data = loader.load()"
  ]
  },
@@ -123,6 +123,33 @@
  "data"
  ]
  },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### TXT Loader"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "json_file_path = './Data/SyllabusData.json'\n",
+ "loader = TextLoader(file_path=json_file_path, encoding=\"utf-8\")\n",
+ "data = loader.load()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "data"
+ ]
+ },
  {
  "cell_type": "markdown",
  "metadata": {