diff --git a/notebooks/fNIRS_Glossary_Hardware.docx b/notebooks/fNIRS_Glossary_Hardware.docx
new file mode 100644
index 0000000..a52733b
Binary files /dev/null and b/notebooks/fNIRS_Glossary_Hardware.docx differ
diff --git a/notebooks/local-model-rag-implementation.ipynb b/notebooks/local-model-rag-implementation.ipynb
index 3ff0146..2d2242e 100644
--- a/notebooks/local-model-rag-implementation.ipynb
+++ b/notebooks/local-model-rag-implementation.ipynb
@@ -10,7 +10,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 33,
    "id": "4c312410",
    "metadata": {},
    "outputs": [],
@@ -24,12 +24,12 @@
     "CONTEXT_SIZE = 8192\n",
     "EMBEDDER = \"all-MiniLM-L6-v2\"\n",
     "RAG_PATH = \"./build/rag_db\"\n",
-    "DOCS_PATH = \"C:\\\\Users\\\\nalab\\\\Downloads\\\\fNIRS_Glossary_Hardware.docx\""
+    "DOCS_PATH = \"fNIRS_Glossary_Hardware.docx\""
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 34,
    "id": "90bae527",
    "metadata": {},
    "outputs": [],
@@ -61,7 +61,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 35,
    "id": "34efbc7c",
    "metadata": {},
    "outputs": [],
@@ -84,7 +84,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 36,
    "id": "ed2cc1ff",
    "metadata": {},
    "outputs": [],
@@ -119,7 +119,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 37,
    "id": "6fa9fd10",
    "metadata": {},
    "outputs": [
@@ -130,7 +130,7 @@
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       "Retrieved docs length: 1\n",
-      "Prompt length: 630\n"
+      "Prompt length: 627\n"
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@@ -145,7 +145,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 38,
    "id": "5a82353e",
    "metadata": {},
    "outputs": [
@@ -155,7 +155,7 @@
        "'Frequency-domain (FD) multidistance NIRS technique can estimate absolute values of absorption and scattering of the medium, and subsequently chromophore concentrations.'"
       ]
      },
-     "execution_count": 32,
+     "execution_count": 38,
      "metadata": {},
      "output_type": "execute_result"
     }