Hi, I'm Yash

AI QA Automation Agent

=============================
AI QA Automation Agent
=============================

Description:
This agent generates manual test cases from user input, converts them into automation scripts, 
and captures execution logs for QA workflows.

-----------------------------
Architecture Flow
-----------------------------
1. User Input
   - Receives test scenario or flow description
   - Example: "Vendor Login and Invoice Submission"

2. Input Parser
   - Analyzes user input
   - Identifies actions, expected results, and test steps

3. Test Case Generator
   - Generates structured manual test cases
   - Example:
       Step 1: Enter valid username
       Step 2: Enter valid password
       Step 3: Click Login
       Expected Result: Dashboard loaded

4. Automation Script Generator
   - Converts manual test cases into Playwright/JS scripts
   - Example:
       await page.fill('#username', 'testuser');
       await page.fill('#password', 'password');
       await page.click('#login');

5. Logger & Reporter
   - Tracks execution logs of each step
   - Displays success/fail status

6. Feedback Loop
   - Captures errors/failures
   - Refines test cases & automation scripts for improvement

-----------------------------
Tech Flow / AI Pipeline
-----------------------------
Python Script
     ↓
LangChain
     ↓
Gemini API
     ↓
Google AI Servers
     ↓
Gemini Model
     ↓
AI Response

-----------------------------
Tech Stack & Components Used
-----------------------------
- Python (Core Scripts & Logic)
- LangChain (Pipeline Orchestration)
- Gemini API & Gemini Model (AI Test Case Generation)
- Google AI Servers (Model Hosting & Processing)
- Playwright (Automation Scripts)
- JSON-based structured test case & script generation
- Custom Logger & Terminal UI for Portfolio Display