update deps. Install ollama for lang chain. Update model to deepseek

agent/nodes/model.ts

@@ -1,22 +1,22 @@
 import { HumanMessage, SystemMessage } from "@langchain/core/messages";
 import { GraphNode } from "@langchain/langgraph";
 import { MessagesState } from "../state";
-import { ChatOpenAI } from "@langchain/openai"
+import { ChatOllama } from "@langchain/ollama";
 import { hydratePrompt } from "../prompts/hydratePrompt";
 
 export function createModelNode(tools: any, promptPath: string): GraphNode<typeof MessagesState> {
     return async (state) => {
         const sysPrompt = await hydratePrompt(promptPath, state);
 
-        const model = new ChatOpenAI({
+        const model = new ChatOllama({
-            model: "gpt-5-mini"
+            model: "deepseek-r1:14b",
+            temperature: 0.7,
         });
+
         const modelWithTools = model.bindTools(Object.values(tools));
 
         const response = await modelWithTools.invoke([
-            new SystemMessage(
+            new SystemMessage(sysPrompt),
-                sysPrompt
-            ),
             ...state.messages,
         ]);
 

agent/package.json

@@ -17,6 +17,7 @@
     "@langchain/core": "^1.1.17",
     "@langchain/langgraph": "^1.1.2",
     "@langchain/langgraph-sdk": "^1.5.5",
+    "@langchain/ollama": "^1.2.6",
     "@langchain/openai": "^1.2.3",
     "axios": "^1.13.5",
     "compute-cosine-similarity": "^1.1.0",