Extend NestBot AI with Fine-Tuning Capabilities

[arkid15r]

Describe the solution you'd like

We want to enhance NestBot AI by enabling fine-tuning capabilities so that the bot can “already know” OWASP content and answer questions without requiring full context in every prompt. This will improve response speed, reduce prompt complexity, and provide a more consistent user experience.

Objectives:

• Prepare OWASP content (project summaries, FAQs, guides, chapter info) for fine-tuning.
• Implement a fine-tuning workflow using OpenAI’s fine-tuning API.
• Integrate the fine-tuned model with NestBot so that Slack user questions are answered based on the fine-tuned knowledge.
• Ensure model can be updated periodically with new OWASP content.
• Provide testing and validation to verify accuracy of answers.