xhw / bedrock-claude-codecoach

Bedrock Claude CodeCoach

中文版

This repository is a sample code coach(include code interpreter ) using the Anthropic company's LLM Claude 2, Mistral, two of the foundational models provided by Amazon Bedrock for generative AI. This sample is an innovative tool designed to assist developers in writing efficient and high-quality code .

Architecture

It's an architecture built on AWS managed services, eliminating the need for infrastructure management. Utilizing Amazon Bedrock, there's no need to communicate with APIs outside of AWS. This enables deploying scalable, reliable, and secure applications.

• Amazon DynamoDB: NoSQL database for user auth information storage
• Amazon Bedrock: Managed service to utilize foundational models via APIs
• Amazon CloudFront + S3: Frontend application delivery (React, Chakra UI)
• Piston : code runtime
• Amazon EC2
• Amazon Javascript sdk v3

Demo

codecoach-demo.mp4

CodeCoach Vimeo link:

Model: Claude Instant, Claude2/2.1, Claude3 Connect, Mistral 7B, Mixtral 8x7B

Prompt Editor

Features and Roadmap

• Authentication (Sign-up, Sign-in)

• IAM Role support

• Prompt Editor

• Docker Image

• Docker Compose deploy file

• Export chat history

• Syntax highlighting for code

• Rendering of Markdown'

• Streaming Response

• Python runtime support

• PHP runtime support

• golang runtime support

• "How to fix " support

• CDN support

• ECS support

• Install script

• Cloudfromation/ CDK deployment script

Deployment (Cloudformation)

1. Option1. Create cloudformation statc use AWS CLI tools.

   #Replace <your_ec2_keypair> to your EC2 key pair.
   #Create Stack
   aws cloudformation create-stack --stack-name codecoach --template-body file://cf-template.yaml --parameters ParameterKey=SSHKeyName,ParameterValue=<your_ec2_keypair> --capabilities CAPABILITY_IAM
   
   #Check StackStatus , CREATE_COMPLETE
   aws cloudformation describe-stacks --stack-name codecoach --query "Stacks[0].StackStatus" --output text
   
   #Get CDN https url 
   aws cloudformation describe-stacks --stack-name codecoach --query "Stacks[0].Outputs[?OutputKey=='CloudFrontDomainName'].OutputValue" --output text
   
   
   
   

2. Option2. Create cloudformation through web console

   Step1. click create stack and upload cf-template.yaml

   

   

   Step2. Setup parameter and Submit

   

   

   Step3. Found cloudfront URL

   

3. Access CodeCoach, default user [email protected]/123456!@#,please change your password when you first login!

   https://<CDN_URL>
   

   

   

Tips

• Claude 2 prompt guide https://docs.anthropic.com/claude/docs/introduction-to-prompt-design

Authors

• Su Wei
• Tang QingYuan
• Gao Yu
• Yan Jun