 Build with Low-Code: Langflow Hack

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CodeCrafters

hunter

StavinFern

Sajid Bhatti

Victoria 

zambiz

CaptRaven

Phase 1: Langflow Workflow Design
Create Initial Langflow Workflow: Design the initial workflow diagram, define language selection triggers, and outline actions for initiating AI dialogue.
Develop AI Interaction Scripts: Write scripts for the AI to explain basic coding concepts and create interactive visualizations to support these explanations.
Integrate AI Feedback Mechanism: Design a feedback system for Llama 3 to analyze user code and develop templates for common errors and improvement suggestions.
Phase 2: Llama 3 Integration
Prepare Training Data: Compile and preprocess programming tutorials and code examples for training Llama 3.
Train Llama 3 Model: Train the Llama 3 model on the prepared dataset and validate its performance, making necessary adjustments.
Implement Llama Guard 2: Integrate Llama Guard 2 for code safety and test the system to prevent malicious code injection.
Phase 3: Gamification Implementation
Design Point System: Define rules for awarding points and implement a point tracking mechanism in the backend.
Create Badges and Achievements: Design badges for various achievements and develop backend logic for awarding them.
Optional: Leaderboard Implementation: Design a leaderboard interface and implement real-time leaderboard updates.
Phase 4: User Interface Development with Streamlit
Build User Interface with Streamlit: Design the overall layout using Streamlit and develop front-end components such as text input and buttons.
Integrate Langflow and AI Components: Connect the Streamlit frontend with Langflow workflows to ensure smooth interaction between the UI and the AI agent.
Implement Interactive Coding Challenges: Create a library of coding challenges for different levels and develop a submission and testing interface in Streamlit.

This project involves developing an AI-powered coding assistant using Langflow, Llama 3, and Streamlit. The project is divided into six phases, each focusing on a crucial aspect of the development process.

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