update text query

Author: rbs333

docs/user_guide/release_guide/0_5_0_release.ipynb

@@ -121,38 +121,38 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[{'vector_distance': '0.655903100967',\n",
+       "[{'vector_distance': '0.61871612072',\n",
        "  'job_title': 'Software Engineer',\n",
-       "  'vector_similarity': '0.672048449516',\n",
-       "  'text_score': '0',\n",
-       "  'hybrid_score': '0.470433914661'},\n",
-       " {'vector_distance': '0.892600417137',\n",
-       "  'job_title': 'Data Analyst',\n",
-       "  'vector_similarity': '0.553699791431',\n",
-       "  'text_score': '0',\n",
-       "  'hybrid_score': '0.387589854002'},\n",
-       " {'vector_distance': '0.958741784096',\n",
+       "  'vector_similarity': '0.69064193964',\n",
+       "  'text_score': '49.6242910712',\n",
+       "  'hybrid_score': '15.3707366791'},\n",
+       " {'vector_distance': '0.937997639179',\n",
        "  'job_title': 'Marketing Manager',\n",
-       "  'vector_similarity': '0.520629107952',\n",
+       "  'vector_similarity': '0.53100118041',\n",
+       "  'text_score': '49.6242910712',\n",
+       "  'hybrid_score': '15.2589881476'},\n",
+       " {'vector_distance': '0.859166145325',\n",
+       "  'job_title': 'Data Analyst',\n",
+       "  'vector_similarity': '0.570416927338',\n",
        "  'text_score': '0',\n",
-       "  'hybrid_score': '0.364440375566'}]"
+       "  'hybrid_score': '0.399291849136'}]"
       ]
      },
-     "execution_count": 14,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "from redisvl.query import HybridQuery\n",
     "\n",
-    "text = \"Find a job as a software engineer\"\n",
+    "text = \"Find a job as a where you develop software\"\n",
     "vec = emb_model.embed(text, as_buffer=True)\n",
     "\n",
     "query = HybridQuery(\n",
@@ -180,24 +180,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[]"
+       "[{'id': 'jobs:01JR0V1SA29RVD9AAVSTBV9P5H',\n",
+       "  'score': 49.62429107116745,\n",
+       "  'job_title': 'Software Engineer'},\n",
+       " {'id': 'jobs:01JR0V1SA23ZE7BRERXTZWC33Z',\n",
+       "  'score': 49.62429107116745,\n",
+       "  'job_title': 'Marketing Manager'}]"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "from redisvl.query import TextQuery\n",
     "\n",
-    "text = \"Find a job as a software engineer\"\n",
+    "text = \"Find where you develop software\"\n",
     "\n",
     "query = TextQuery(\n",
     "    text=text,\n",