CV Agent Chatbot

Completed

Interactive resume showcase built with n8n, demonstrating rapid AI development capabilities.

Date

2024-01

Duration

2 weeks

Team

solo

Difficulty

medium

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Project Story

Instead of a traditional static resume presentation, I decided to create something more interactive. CV Agent Chatbot is a conversation with an AI assistant that knows all the details of my experience, skills, and projects.

Main chatbot interface with natural conversation flow

The project was built using the n8n platform for workflow automation, integrated with OpenAI API. The entire system works as an advanced question-and-answer system about my professional experience.

Workflow configuration in n8n showing the automation pipeline

The key learning was how to skillfully manage the OpenAI context window and structure data so that AI could accurately answer questions about competencies, projects, and experience.

Technical Details

Tech Stack

n8n OpenAI API HTML/CSS/JS Workflow Automation JSON

Key Features

✓ Natural conversation interface

✓ Comprehensive knowledge base

✓ Code examples and snippets

✓ Project descriptions and details

✓ Skills assessment capabilities

✓ Real-time response generation

Challenges Faced

⚠ Context window limitations

⚠ Maintaining conversation context

⚠ Balancing detail vs. response length

⚠ Handling ambiguous user queries

Key Learnings

💡 n8n is extremely powerful for rapid prototyping

💡 OpenAI context window management is crucial

💡 Structured data is key for AI conversations

💡 User experience matters in AI interactions

💡 Error handling improves user trust

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