uncomment

apps/cf-ai-backend/src/index.ts

@@ -631,6 +631,31 @@ app.post(
 		}
 
 		//Serach mem0
+		type Mem0Response = {
+			id: string;
+			memory: string;
+			user_id: string;
+			hash: string;
+			metadata: any;
+			categories: any;
+			created_at: string;
+			updated_at: string;
+		};
+		const mem0Response = await fetch(
+			"https://api.mem0.ai/v1/memories/?user_id=" + query.user,
+			{
+				method: "GET",
+				headers: {
+					Authorization: `Token ${c.env.MEM0_API_KEY}`,
+				},
+			},
+		);
+		const contextFromMem0 = await mem0Response.text();
+		const contextJson: Mem0Response[] = await JSON.parse(contextFromMem0);
+		const memories = contextJson.map((item) => {
+			return item.memory;
+		});
+		console.log("Here are the mem0 memories", memories);
 
 		const preparedContext = body.sources.normalizedData.map(
 			({ metadata, score, normalizedScore }) => ({
@@ -642,7 +667,10 @@ app.post(
 
 		const initialMessages: CoreMessage[] = [
 			{ role: "user", content: systemPrompt },
-			{ role: "assistant", content: "Hello, how can I help?" }, // prase and add memory json here
+			{
+				role: "assistant",
+				content: `Here is the profile of the user, refer this whenever possible ${memories.join(", ")}}`,
+			}, // prase and add memory json here
 		];
 
 		const prompt = template({

apps/cf-ai-backend/src/queueConsumer/index.ts

@@ -202,22 +202,26 @@ export async function queue(
 
 		//add to mem0, abstract
 
-		// const mem0Response = fetch('https://api.mem0.ai/v1/memories/', {
-		// 	method: 'POST',
-		// 	headers: {
-		// 	  'Content-Type': 'application/json',
-		// 	  Authorization: `Token ${process.env.MEM0_API_KEY}`,
-		// 	},
-		// 	body: JSON.stringify({
-		// 	  messages: [
-		// 		{
-		// 		  role: 'user',
-		// 		  content: query,
-		// 		},
-		// 	  ],
-		// 	  user_id: user?.user?.email,
-		// 	}),
-		//   });
+		const mem0Response = fetch("https://api.mem0.ai/v1/memories/", {
+			method: "POST",
+			headers: {
+				"Content-Type": "application/json",
+				Authorization: `Token ${env.MEM0_API_KEY}`,
+			},
+			body: JSON.stringify({
+				messages: [
+					{
+						role: "system",
+						content: `Extract information about the user based on this saved content provided, remember that the date was ${new Date().toUTCString()} in utc time zone`,
+					},
+					{
+						role: "user",
+						content: pageContent,
+					},
+				],
+				user_id: body.user,
+			}),
+		});
 
 		// see what's up with the storedToSpaces in this block
 		const { store } = await initQuery(env);

apps/cf-ai-backend/src/types.ts

@@ -22,13 +22,14 @@ export type Env = {
 	THREAD_CF_WORKER: string;
 	NODE_ENV: string;
 	MD_SEC_KEY: string;
+	MEM0_API_KEY: string;
 };
 
 export interface JobData {
 	content: string;
 	space: Array<number>;
 	user: string;
-	type: string
+	type: string;
 }
 
 export interface TweetData {

apps/web/app/(dash)/dialogContentContainer.tsx

@@ -174,10 +174,7 @@ export function DialogContentContainer({
 								]);
 								setSelectedSpaces((prev) => [...prev, creationTask.data!]);
 							} else {
-								toast.error(
-									"Space creation failed: " + creationTask.error ??
-										"Unknown error",
-								);
+								toast.error("Space creation failed: " + creationTask.error);
 							}
 						}}
 						placeholder="Select or create a new space."