diff --git a/example/dummy_agent.ts b/example/dummy_agent.ts
index 9069738..4f44399 100644
--- a/example/dummy_agent.ts
+++ b/example/dummy_agent.ts
@@ -1,6 +1,5 @@
 import { DummyLLM } from "../src/llm";
 import { Tool } from "../src/tools/tool";
-import { Memory, SimpleMemory } from "../src/memory";
 import { Workflow } from "../src/workflow";
 import { Agent } from "../src/agent";
 
@@ -17,9 +16,8 @@ async function runDummyAgent() {
   const llm = new DummyLLM();
   const echoTool: Tool = new EchoTool(); // Explicitly type echoTool
   const tools: Tool[] = [echoTool];
-  const memory = new SimpleMemory();
-  const workflow = new Workflow({ llm, tools, memory });
-  const agent = new Agent({ llm, tools, memory });
+  const workflow = new Workflow({ llm });
+  const agent = new Agent({ llm, tools });
 
   const inputs = [
     "Hello, Quicksilver!",
diff --git a/example/ioid_agent.ts b/example/ioid_agent.ts
index f3e8113..52fc203 100644
--- a/example/ioid_agent.ts
+++ b/example/ioid_agent.ts
@@ -1,7 +1,6 @@
 import { OpenAILLM, LLM } from "../src/llm";
 import { IoIDTool } from "../src/tools/ioId";
 import { Agent } from "../src/agent";
-import { SimpleMemory } from "../src/memory";
 import { Tool } from "../src/tools/tool";
 import * as dotenv from "dotenv";
 
@@ -17,11 +16,10 @@ async function runExample() {
 
   const llm: LLM = new OpenAILLM(apiKey, "gpt-4"); // Use "gpt-3.5-turbo" for cost-effectiveness if needed
 
-  // Initialize tools, memory, and agent
+  // Initialize tools, and agent
   const ioidTool = new IoIDTool();
   const tools: Tool[] = [ioidTool];
-  const memory = new SimpleMemory();
-  const agent = new Agent({ llm, tools, memory });
+  const agent = new Agent({ llm, tools });
 
   // User inputs to process
   const inputs = [
diff --git a/src/index.ts b/src/index.ts
index 2e7b72d..4609c9a 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -6,7 +6,6 @@ import {
 } from "./tools/weatherapi";
 import { NewsAPITool } from "./tools/newsapi";
 import { Agent } from "./agent";
-import { SimpleMemory } from "./memory";
 import { Tool } from "./tools/tool";
 import * as dotenv from "dotenv";
 
diff --git a/src/memory.ts b/src/memory.ts
index a1db4cc..7df62b5 100644
--- a/src/memory.ts
+++ b/src/memory.ts
@@ -4,18 +4,3 @@ export interface Memory {
   clear(): void;
 }
 
-export class SimpleMemory implements Memory {
-  private memory: { input: string; output: string }[] = [];
-
-  loadMemoryVariables(): Record<string, any> {
-    return { history: this.memory };
-  }
-
-  saveContext(input: string, output: string): void {
-    this.memory.push({ input, output });
-  }
-
-  clear(): void {
-    this.memory = [];
-  }
-}
\ No newline at end of file
diff --git a/src/workflow.ts b/src/workflow.ts
index f533fe3..9827bcc 100644
--- a/src/workflow.ts
+++ b/src/workflow.ts
@@ -55,7 +55,6 @@ export class Workflow {
         console.log({ toolOutput });
 
         // FEED TOOL OUTPUT BACK TO LLM
-        // Previous Conversation: ${JSON.stringify(this.memory.loadMemoryVariables().history)}
         const finalPrompt = this.agent.prompt({
           input,
           tool: action.tool,
@@ -67,8 +66,6 @@ export class Workflow {
         output = action.output; // LLM handles it directly (no tool used)
       }
 
-      // this.memory.saveContext(input, output);
-
       return output;
     } catch (error) {
       console.error("Workflow Error:", error);