How Chatty trains AI
Understanding AI training
Before diving into the training process, it's helpful to understand what AI training means in Chatty:
- AI training is the process of teaching the AI assistant to understand your business context and respond appropriately to customer questions
- Data sources are the various types of information you provide that help train the AI
- Learning process is how the AI processes and learns from your data to generate relevant responses
How Chatty trains your AI
The AI training process happens in three main stages:
1. Data processing
When you add data sources to Chatty, the system:
- Analyzes your data to identify key information
- Breaks down complex information into smaller, manageable pieces
- Organizes the information into a structured format the AI can understand
2. Context building
Then AI assistant:
- Creates connections between related pieces of information
- Develops understanding of your specific business terminology
- Learns your brand voice and communication style
3. Response generation
Finally, AI assistant:
- Understands customer question and extract the right information or keyword
- Uses the processed information to create accurate responses
- Maintains consistency with your brand voice
- Provides relevant product recommendations and solutions
Data sources you can use
You can train your AI using various data sources:
- FAQs and help articles
- Product information (description, variants, price, etc.)
- Other custom training responses
- Customer service conversation history (coming soon)
- Website content (coming soon)
Best practices for AI training
To get the best results from your AI assistant:
- Start with your most important information
- Add FAQs and essential policies first
- Include top product information
- Add custom instructions if you want to provide specific guidance for AI
- Keep information up to date
- Regularly review and update data sources
- Remove outdated information
Note: Your product information will be updated daily at 12:00 am PST.
- Monitor and refine
- Test and review AI responses regularly
- Add new training data based on customer interactions
More best practices for AI traning data
Privacy and security
Chatty maintains strict data privacy and security standards:
- All data is encrypted during processing
- Customer information is handled according to privacy regulations
- You maintain control over what data is used for training