120 lines
2.9 KiB
Markdown
120 lines
2.9 KiB
Markdown
# JIRA AI Fixer
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AI system for automated JIRA Support Case analysis with COBOL/SQL/JCL code intelligence.
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## Overview
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JIRA AI Fixer monitors JIRA Support Cases, analyzes the reported issues, searches relevant code in Bitbucket repositories, and proposes fixes using AI-powered code understanding.
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## Architecture
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```
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JIRA (webhook) → Event Processor → Code Intelligence → Fix Generator → Output (JIRA + PR)
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```
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## Stack
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- **Backend:** Python 3.11+ / FastAPI
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- **Vector DB:** Qdrant (embeddings)
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- **Queue:** Redis + Bull
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- **Database:** PostgreSQL
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- **LLM:** Azure OpenAI GPT-4o / OpenRouter (dev)
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- **Embeddings:** MiniLM-L6-v2 (local) / Azure OpenAI (prod)
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## Project Structure
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```
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jira-ai-fixer/
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├── api/ # FastAPI backend
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│ ├── main.py
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│ ├── routers/
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│ │ ├── webhook.py # JIRA/Bitbucket webhooks
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│ │ ├── issues.py # Issue management
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│ │ └── config.py # Configuration API
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│ ├── services/
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│ │ ├── jira.py # JIRA client
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│ │ ├── bitbucket.py # Bitbucket client
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│ │ ├── llm.py # LLM orchestration
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│ │ └── embeddings.py # Code indexing
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│ └── models/
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├── portal/ # React admin UI
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│ ├── src/
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│ └── package.json
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├── workers/ # Background processors
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│ ├── analyzer.py
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│ └── indexer.py
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├── tests/
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├── docker-compose.yml
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├── .env.example
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└── README.md
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```
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## Quick Start
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```bash
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# Clone
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git clone https://gitea.startdata.com.br/startdata/jira-ai-fixer.git
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cd jira-ai-fixer
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# Configure
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cp .env.example .env
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# Edit .env with your credentials
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# Run (development)
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docker compose up -d
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# Access portal
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open https://localhost:8080
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```
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## Development
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### Requirements
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- Python 3.11+
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- Node.js 20+
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- Docker & Docker Compose
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- Redis
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- PostgreSQL (or SQLite for dev)
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### Local Setup
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```bash
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# Backend
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cd api
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python -m venv venv
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source venv/bin/activate
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pip install -r requirements.txt
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uvicorn main:app --reload
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# Portal
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cd portal
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npm install
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npm run dev
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```
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## Configuration
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All configuration is done via the Admin Portal or environment variables:
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| Variable | Description | Required |
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|----------|-------------|----------|
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| `JIRA_URL` | JIRA Server URL | Yes |
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| `JIRA_TOKEN` | JIRA API Token | Yes |
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| `BITBUCKET_URL` | Bitbucket Server URL | Yes |
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| `BITBUCKET_TOKEN` | Bitbucket Access Token | Yes |
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| `AZURE_OPENAI_ENDPOINT` | Azure OpenAI endpoint | Yes (prod) |
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| `AZURE_OPENAI_KEY` | Azure OpenAI API key | Yes (prod) |
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| `OPENROUTER_API_KEY` | OpenRouter key | Yes (dev) |
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| `DATABASE_URL` | PostgreSQL connection | Yes |
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| `REDIS_URL` | Redis connection | Yes |
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## License
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Proprietary - StartData Tecnologia
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## Contact
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- **Email:** startdata.tecnologia@gmail.com
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- **Developer:** Ricel Leite
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