from @aws/multi to multi

README.md

@@ -68,15 +68,15 @@ Check out our documentation for comprehensive guides on setting up and using the
 ### Quick Install
 
 ```bash
-npm install @aws/multi-agent-orchestrator
+npm install multi-agent-orchestrator
 ```
 
 ### Usage
 
 The following example demonstrates how to use the Multi-Agent Orchestrator with two different types of agents: a Bedrock LLM Agent with Converse API support and a Lex Bot Agent. This showcases the flexibility of the system in integrating various AI services.
 
 ```typescript
-import { MultiAgentOrchestrator, BedrockLLMAgent, LexBotAgent } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator, BedrockLLMAgent, LexBotAgent } from "multi-agent-orchestrator";
 
 const orchestrator = new MultiAgentOrchestrator();
 

docs/src/content/docs/advanced-features/math-tool-use.md

@@ -82,7 +82,7 @@ export const mathAgentToolDefinition = [
 B. Tool Handler
 
 ```typescript
-import { ConversationMessage, ParticipantRole } from "@aws/multi-agent-orchestrator";
+import { ConversationMessage, ParticipantRole } from "multi-agent-orchestrator";
 
 export async function mathToolHandler(response, conversation: ConversationMessage[]) {
     const responseContentBlocks = response.content as any[];
@@ -247,7 +247,7 @@ Now that we have our math tool defined and the code above in a file called `weat
 
 
 ```typescript
-import { BedrockLLMAgent } from '@aws/multi-agent-orchestrator';
+import { BedrockLLMAgent } from 'multi-agent-orchestrator';
 import { mathAgentToolDefinition, mathToolHandler } from './mathTools';
 
 const MATH_PROMPT = `
@@ -279,7 +279,7 @@ mathAgent.setSystemPrompt(MATH_PROMPT);
 Now we can add our math agent to the Multi-Agent Orchestrator:
 
 ```typescript
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const orchestrator = new MultiAgentOrchestrator();
 

docs/src/content/docs/advanced-features/weather-tool-use.md

@@ -90,7 +90,7 @@ C. Tool Handler
 
 ```typescript
 
-import { ConversationMessage, ParticipantRole } from "@aws/multi-agent-orchestrator";
+import { ConversationMessage, ParticipantRole } from "multi-agent-orchestrator";
 
 
 export async function weatherToolHandler(response, conversation: ConversationMessage[]) {
@@ -184,7 +184,7 @@ Now that we have our weather tool defined and the code above in a file called `w
 ```typescript
 // weatherAgent.ts
 
-import { BedrockLLMAgent } from '@aws/multi-agent-orchestrator';
+import { BedrockLLMAgent } from 'multi-agent-orchestrator';
 import { weatherToolDescription, weatherToolHandler, WEATHER_PROMPT } from './weatherTool';
 
 const weatherAgent = new BedrockLLMAgent({
@@ -215,7 +215,7 @@ Now we can add our weather agent to the Multi-Agent Orchestrator:
 
 ```typescript
 
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const orchestrator = new MultiAgentOrchestrator();
 

docs/src/content/docs/agents/built-in/amazon-bedrock-agent.md

@@ -11,7 +11,7 @@ The `AmazonBedrockAgent` is a specialized agent class in the Multi-Agent Orchest
 To create a new `AmazonBedrockAgent` with only the required parameters, use the following code:
 
 ```typescript
-import { AmazonBedrockAgent } from '@aws/multi-agent-orchestrator';
+import { AmazonBedrockAgent } from 'multi-agent-orchestrator';
 
 
 const agent = new AmazonBedrockAgent({
@@ -38,7 +38,7 @@ To integrate the LexBotAgent into your Multi-Agent Orchestrator, follow these st
 1. First, ensure you have created an instance of the orchestrator:
 
 ```typescript
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const orchestrator = new MultiAgentOrchestrator();
 ```

docs/src/content/docs/agents/built-in/bedrock-llm-agent.md

@@ -27,7 +27,7 @@ This agent can handle a wide range of processing tasks, making it suitable for d
 To create a new `BedrockLLMAgent` with only the required parameters, use the following code:
 
 ```typescript
-import { BedrockLLMAgent } from '@aws/multi-agent-orchestrator';
+import { BedrockLLMAgent } from 'multi-agent-orchestrator';
 
 
 const agent = new BedrockLLMAgent({
@@ -46,7 +46,7 @@ For more complex use cases, you can create a BedrockLLMAgent with all available
 To create a new `BedrockLLMAgent` with all optional parameters, use the following code:
 
 ```typescript
-import { BedrockLLMAgent, BedrockLLMAgentOptions } from '@aws/multi-agent-orchestrator';
+import { BedrockLLMAgent, BedrockLLMAgentOptions } from 'multi-agent-orchestrator';
 import { Retriever } from '../retrievers/retriever';
 
 const options: BedrockLLMAgentOptions = {
@@ -134,7 +134,7 @@ To integrate the LexBotAgent into your Multi-Agent Orchestrator, follow these st
 1. First, ensure you have created an instance of the orchestrator:
 
 ```typescript
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const orchestrator = new MultiAgentOrchestrator();
 ```

docs/src/content/docs/agents/built-in/lambda-agent.md

@@ -17,7 +17,7 @@ The `LambdaAgent` is a versatile agent class in the Multi-Agent Orchestrator Sys
 
 
 ```typescript
-import { LambdaAgent } from '@aws/multi-agent-orchestrator';
+import { LambdaAgent } from 'multi-agent-orchestrator';
 
 const myCustomInputPayloadEncoder = (input, chatHistory, userId, sessionId, additionalParams) => {
   return JSON.stringify({
@@ -66,7 +66,7 @@ To integrate the LambdaAgent into your Multi-Agent Orchestrator System, follow t
 1. First, ensure you have created an instance of the orchestrator:
 
 ```typescript
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const orchestrator = new MultiAgentOrchestrator();
 ```

docs/src/content/docs/agents/built-in/lex-bot-agent.md

@@ -45,7 +45,7 @@ To integrate the LexBotAgent into your Multi-Agent Orchestrator, follow these st
 1. First, ensure you have created an instance of the orchestrator:
 
 ```typescript
-import { MultiAgentOrchestrator } from '@aws/multi-agent-orchestrator';
+import { MultiAgentOrchestrator } from 'multi-agent-orchestrator';
 
 const orchestrator = new MultiAgentOrchestrator();
 ```

docs/src/content/docs/agents/built-in/openai-agent.md

@@ -88,7 +88,7 @@ The `setSystemPrompt` method allows you to dynamically change the agent's behavi
 Once you've created an OpenAIAgent, you can add it to the Multi-Agent Orchestrator and use it to process requests:
 
 ```typescript
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const orchestrator = new MultiAgentOrchestrator();
 orchestrator.addAgent(agent);

docs/src/content/docs/classifiers/built-in/anthropic-classifier.md

@@ -19,8 +19,8 @@ The Anthropic Classifier extends the abstract `Classifier` class and uses the An
 To use the AnthropicClassifier, you need to create an instance with your Anthropic API key and pass it to the Multi-Agent Orchestrator:
 
 ```typescript
-import { AnthropicClassifier } from "@aws/multi-agent-orchestrator";
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { AnthropicClassifier } from "multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const anthropicClassifier = new AnthropicClassifier({
   apiKey: 'your-anthropic-api-key'

docs/src/content/docs/classifiers/built-in/bedrock-classifier.md

@@ -24,7 +24,7 @@ The BedrockClassifier extends the abstract `Classifier` class and uses Amazon Be
 By default, the Multi-Agent Orchestrator uses the BedrockClassifier. You don't need to do anything special to use it:
 
 ```typescript
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const orchestrator = new MultiAgentOrchestrator();
 ```
@@ -34,7 +34,7 @@ const orchestrator = new MultiAgentOrchestrator();
 You can customize the BedrockClassifier by creating an instance with specific options:
 
 ```typescript
-import { BedrockClassifier, MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { BedrockClassifier, MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const customBedrockClassifier = new BedrockClassifier({
   modelId: 'anthropic.claude-v2',

docs/src/content/docs/classifiers/overview.md

@@ -31,7 +31,7 @@ const orchestrator = new MultiAgentOrchestrator();
 To use the Anthropic Classifier, you can pass it as an option:
 
 ```typescript
-import { AnthropicClassifier } from "@aws/multi-agent-orchestrator";
+import { AnthropicClassifier } from "multi-agent-orchestrator";
 
 const anthropicClassifier = new AnthropicClassifier({
   apiKey: 'your-anthropic-api-key'

docs/src/content/docs/deployment/aws-lambda.md

@@ -22,7 +22,7 @@ Deploying the Multi-Agent Orchestrator System to AWS Lambda allows you to run yo
 
    ```typescript
    import { Logger } from "@aws-lambda-powertools/logger";
-   import { OrchestratorConfig, MultiAgentOrchestrator, BedrockLLMAgent } from "@aws/multi-agent-orchestrator";
+   import { OrchestratorConfig, MultiAgentOrchestrator, BedrockLLMAgent } from "multi-agent-orchestrator";
    import { APIGatewayProxyEventV2, Context } from "aws-lambda";
 
    const logger = new Logger();

docs/src/content/docs/general/quickstart.md

@@ -18,7 +18,7 @@ To help you kickstart  with the Multi-Agent Orchestrator framework, we'll walk y
 1. Install the Multi-Agent Orchestrator framework in your nodejs project.
 
 ```bash
-npm install @aws/multi-agent-orchestrator
+npm install multi-agent-orchestrator
 ```
 
 
@@ -30,7 +30,7 @@ npm install @aws/multi-agent-orchestrator
 3. Create an Orchestrator
 
 ```typescript
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 const orchestrator = new MultiAgentOrchestrator({
   config: {
     logAgentConversation: true,
@@ -44,7 +44,7 @@ const orchestrator = new MultiAgentOrchestrator({
 
 ```typescript
 
-import { BedrockLLMAgent } from "@aws/multi-agent-orchestrator";
+import { BedrockLLMAgent } from "multi-agent-orchestrator";
 
 
 orchestrator.addAgent(

docs/src/content/docs/orchestrator/overview.md

@@ -10,7 +10,7 @@ The Multi-Agent Orchestrator is the central component of the framework, responsi
 To create a new Orchestrator instance, you can use the `MultiAgentOrchestrator` class:
 
 ```typescript
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
 
 const orchestrator = new MultiAgentOrchestrator(options);
 ```
@@ -40,8 +40,8 @@ The Orchestrator accepts an `OrchestratorOptions` object during initialization.
 Here's an example that demonstrates how to initialize the Orchestrator with all available options:
 
 ```typescript
-import { MultiAgentOrchestrator } from "@aws/multi-agent-orchestrator";
-import { DynamoDBChatStorage } from "@aws/multi-agent-orchestrator/storage";
+import { MultiAgentOrchestrator } from "multi-agent-orchestrator";
+import { DynamoDBChatStorage } from "multi-agent-orchestrator/storage";
 import { CustomClassifier } from "./custom-classifier";
 import { CustomLogger } from "./custom-logger";