add json save of dict

Author: rbs333

docs/user_guide/08_semantic_router.ipynb

@@ -32,7 +32,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 56,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -88,7 +88,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 57,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -110,7 +110,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 63,
    "metadata": {},
    "outputs": [
     {
@@ -142,6 +142,26 @@
     "!rvl index info -i topic-router"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "11"
+      ]
+     },
+     "execution_count": 64,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "router._index.info()[\"num_docs\"]"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -421,44 +441,6 @@
     "router.add_route_references(route_name=\"technology\", references=[\"latest AI trends\", \"new tech gadgets\"])"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Add references without re-instantiating\n",
-    "\n",
-    "If you don't have access to the initial object you can also connect to the index as a class method."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 46,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "['topic-router:sports:cf0ff6d4ee9bf4845d64aedbd3df5d0d47deb97d96c6dbddde3ac8422c107bb3']"
-      ]
-     },
-     "execution_count": 46,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "from redisvl.extensions.router import SemanticRouter\n",
-    "from redisvl.utils.vectorize import HFTextVectorizer\n",
-    "\n",
-    "SemanticRouter.add_route_references(\n",
-    "    router_name=\"topic-router\",\n",
-    "    vectorizer=HFTextVectorizer(),\n",
-    "    redis_url=\"redis://localhost:6379\",\n",
-    "    route_name=\"sports\",\n",
-    "    references=[\"Lamelo ball charlotte hornets\"],\n",
-    ")"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -524,91 +506,6 @@
     "refs"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Get reference without re-instantiating"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 49,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[{'id': 'topic-router:sports:e203d270698c8fd4a49e0d21c7e5f0d521c29117d30e798caea7f05d8642203f',\n",
-       "  'reference_id': 'e203d270698c8fd4a49e0d21c7e5f0d521c29117d30e798caea7f05d8642203f',\n",
-       "  'route_name': 'sports',\n",
-       "  'reference': 'who won the game last night?'},\n",
-       " {'id': 'topic-router:sports:0ab39eac7ae994eb43da81a4f5c657e4da13c45aed66dee61860d19be6426a3a',\n",
-       "  'reference_id': '0ab39eac7ae994eb43da81a4f5c657e4da13c45aed66dee61860d19be6426a3a',\n",
-       "  'route_name': 'sports',\n",
-       "  'reference': \"what's the latest in the world of sports?\"},\n",
-       " {'id': 'topic-router:sports:cf0ff6d4ee9bf4845d64aedbd3df5d0d47deb97d96c6dbddde3ac8422c107bb3',\n",
-       "  'reference_id': 'cf0ff6d4ee9bf4845d64aedbd3df5d0d47deb97d96c6dbddde3ac8422c107bb3',\n",
-       "  'route_name': 'sports',\n",
-       "  'reference': 'Lamelo ball charlotte hornets'},\n",
-       " {'id': 'topic-router:sports:b590e928dd8b00bdac89eac0f23b62a5b5984e91a4bdfffb65f6fbf0341fc914',\n",
-       "  'reference_id': 'b590e928dd8b00bdac89eac0f23b62a5b5984e91a4bdfffb65f6fbf0341fc914',\n",
-       "  'route_name': 'sports',\n",
-       "  'reference': 'tell me about the upcoming sports events'},\n",
-       " {'id': 'topic-router:sports:1cb542228c76558789d114d3cb273a75850cca54ec3ee9a41100f2dc56ee561e',\n",
-       "  'reference_id': '1cb542228c76558789d114d3cb273a75850cca54ec3ee9a41100f2dc56ee561e',\n",
-       "  'route_name': 'sports',\n",
-       "  'reference': 'sports'},\n",
-       " {'id': 'topic-router:sports:f04652c202be48fc02a6dd2e90488f5eeff611339d62bf78d482870b64d82038',\n",
-       "  'reference_id': 'f04652c202be48fc02a6dd2e90488f5eeff611339d62bf78d482870b64d82038',\n",
-       "  'route_name': 'sports',\n",
-       "  'reference': 'basketball and football'}]"
-      ]
-     },
-     "execution_count": 49,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# by route name\n",
-    "refs = SemanticRouter.get_route_references(\n",
-    "    router_name=\"topic-router\",\n",
-    "    redis_url=\"redis://localhost:6379\",\n",
-    "    route_name=\"sports\",\n",
-    ")\n",
-    "refs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 50,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[{'id': 'topic-router:sports:e203d270698c8fd4a49e0d21c7e5f0d521c29117d30e798caea7f05d8642203f',\n",
-       "  'reference_id': 'e203d270698c8fd4a49e0d21c7e5f0d521c29117d30e798caea7f05d8642203f',\n",
-       "  'route_name': 'sports',\n",
-       "  'reference': 'who won the game last night?'}]"
-      ]
-     },
-     "execution_count": 50,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# by reference id\n",
-    "refs = SemanticRouter.get_route_references(\n",
-    "    router_name=\"topic-router\",\n",
-    "    redis_url=\"redis://localhost:6379\",\n",
-    "    reference_ids=[refs[0][\"reference_id\"]]\n",
-    ")\n",
-    "refs"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -660,38 +557,6 @@
     "deleted_count"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Delete without re-instantiating"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 53,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "5"
-      ]
-     },
-     "execution_count": 53,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "deleted_count = SemanticRouter.delete_route_references(\n",
-    "    route_name=\"sports\",\n",
-    "    redis_url=\"redis://localhost:6379\",\n",
-    "    router_name=\"topic-router\"\n",
-    ")\n",
-    "deleted_count"
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {},