replaces session manager with message history

Author: justin-cechmanek

python-recipes/RAG/01_redisvl.ipynb

@@ -1869,14 +1869,14 @@
    "outputs": [],
    "source": [
     "from functools import wraps\n",
-    "from redisvl.extensions.session_manager import StandardSessionManager\n",
+    "from redisvl.extensions.message_history import MessageHistory\n",
     "\n",
     "\n",
     "class ChatBot:\n",
     "    def __init__(self, index: AsyncSearchIndex, vectorizer: BaseVectorizer, user: str):\n",
     "        self.index = index\n",
     "        self.vectorizer = vectorizer\n",
-    "        self.session_manager = StandardSessionManager(\n",
+    "        self.history = MessageHistory(\n",
     "            name=f\"chat_session_{user}\",\n",
     "            session_tag=user,\n",
     "            redis_url=REDIS_URL,\n",
@@ -1915,7 +1915,7 @@
     "\n",
     "    async def clear_history(self):\n",
     "        \"\"\"Clear session chat\"\"\"\n",
-    "        self.session_manager.clear()\n",
+    "        self.history.clear()\n",
     "\n",
     "    async def answer_question(self, query: str):\n",
     "        \"\"\"Answer the user's question with historical context and caching baked-in\"\"\"\n",
@@ -1933,7 +1933,7 @@
     "            answer = result[0]['response']\n",
     "        else:\n",
     "            context = await self.retrieve_context(query_vector)\n",
-    "            session = self.session_manager.messages\n",
+    "            session = self.history.messages\n",
     "            messages = (\n",
     "                [{\"role\": \"system\", \"content\": SYSTEM_PROMPT}] +\n",
     "                session +\n",
@@ -1950,7 +1950,7 @@
     "            llmcache.store(query, answer, query_vector)\n",
     "\n",
     "        # Add message history\n",
-    "        self.session_manager.add_messages([\n",
+    "        self.history.add_messages([\n",
     "            {\"role\": \"user\", \"content\": query},\n",
     "            {\"role\": \"assistant\", \"content\": answer}\n",
     "        ])\n",
@@ -2037,7 +2037,7 @@
    ],
    "source": [
     "# NBVAL_SKIP\n",
-    "chat.session_manager.messages"
+    "chat.history.messages"
    ]
   },
   {
@@ -2102,7 +2102,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "env",
+   "display_name": "redis-ai-res",
    "language": "python",
    "name": "python3"
   },
@@ -2116,7 +2116,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.11"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

python-recipes/agents/01_crewai_langgraph_redis.ipynb

@@ -1394,16 +1394,26 @@
       "metadata": {
         "id": "h6TvQaob1nfi"
       },
-      "outputs": [],
+      "outputs": [
+        {
+          "data": {
+            "text/plain": [
+              "'from langgraph.graph import StateGraph, END\\n\\nworkflow = StateGraph(RuntimeState)\\n\\n# Add nodes to the graph\\nworkflow.add_node(\"agent\", respond_to_user)\\nworkflow.add_node(\"execute_tools\", execute_tools)\\nworkflow.add_node(\"summarize_conversation\", summarize_conversation)\\n'"
+            ]
+          },
+          "execution_count": 2,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
       "source": [
         "from langgraph.graph import StateGraph, END\n",
         "\n",
         "workflow = StateGraph(RuntimeState)\n",
         "\n",
         "# Add nodes to the graph\n",
         "workflow.add_node(\"agent\", respond_to_user)\n",
-        "workflow.add_node(\"execute_tools\", execute_tools)\n",
-        "workflow.add_node(\"summarize_conversation\", summarize_conversation)"
+        "workflow.add_node(\"execute_tools\", execute_tools)"
       ]
     },
     {
@@ -1875,7 +1885,7 @@
       "provenance": []
     },
     "kernelspec": {
-      "display_name": ".venv",
+      "display_name": "redis-ai-res",
       "language": "python",
       "name": "python3"
     },
@@ -1889,7 +1899,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.11.11"
+      "version": "3.11.9"
     }
   },
   "nbformat": 4,