Improvements to explanations and minor edits

2025-01-05 12:51:20 -05:00
parent 90f3fe774a
commit e334b841ca
16 changed files with 59 additions and 26 deletions
--- a/week5/day4.ipynb
+++ b/week5/day4.ipynb
@@ -168,6 +168,12 @@
    "\n",
    "embeddings = OpenAIEmbeddings()\n",
    "\n",
+    "# If you would rather use the free Vector Embeddings from HuggingFace sentence-transformers\n",
+    "# Then replace embeddings = OpenAIEmbeddings()\n",
+    "# with:\n",
+    "# from langchain.embeddings import HuggingFaceEmbeddings\n",
+    "# embeddings = HuggingFaceEmbeddings(model_name=\"sentence-transformers/all-MiniLM-L6-v2\")\n",
+    "\n",
    "# Delete if already exists\n",
    "\n",
    "if os.path.exists(db_name):\n",