OpenAI / ChatGPT Integration
Integrate OpenAI’s ChatGPT API with BuilderBot to create intelligent, context-aware conversational experiences powered by GPT-4, GPT-3.5, or other OpenAI models.Installation
Get API Key
- Go to OpenAI Platform
- Sign up or log in to your account
- Navigate to API Keys section
- Create a new API key
- Copy and save it securely
Basic Setup
Configure OpenAI Client
Create Chat Service
Build a service to manage conversations with ChatGPT:Integration with BuilderBot
Complete Bot Example
Advanced Features
Custom System Prompts
Tailor ChatGPT’s behavior for different use cases:Function Calling
Use OpenAI’s function calling to integrate with external APIs:Streaming Responses
Stream responses for a more interactive experience:Image Analysis (GPT-4 Vision)
Analyze images sent by users:Configuration Options
Model Selection
Temperature & Parameters
Best Practices
API Key Security
API Key Security
- Store API keys in environment variables
- Never commit keys to version control
- Use separate keys for development and production
- Rotate keys regularly
- Monitor usage in OpenAI dashboard
Cost Management
Cost Management
- Use GPT-3.5-turbo for most use cases (cheaper)
- Set
max_tokensto limit response size - Implement rate limiting per user
- Monitor token usage
- Clear old conversations to save memory
Conversation Management
Conversation Management
- Limit conversation history (10-20 messages)
- Provide clear reset commands
- Set appropriate system prompts
- Handle context window limits
Error Handling
Error Handling
- Catch and handle API errors gracefully
- Implement retry logic for transient failures
- Provide fallback responses
- Log errors for debugging
Response Quality
Response Quality
- Use clear, specific system prompts
- Test different temperature values
- Validate responses before sending
- Handle inappropriate content
Pricing Considerations
| Model | Input (per 1K tokens) | Output (per 1K tokens) |
|---|---|---|
| GPT-3.5 Turbo | $0.0005 | $0.0015 |
| GPT-4 | $0.03 | $0.06 |
| GPT-4 Turbo | $0.01 | $0.03 |
Troubleshooting
API Key Errors
.env file has the correct API key:
Rate Limit Errors
Context Length Errors
Examples Repository
Find more examples:- Customer support bot
- Sales assistant
- FAQ automation
- Content generation
- Translation service