Chatbots & AI
Configuring AI providers (OpenAI, Claude, Gemini)
4 minutes read time Difficulty: intermediate
Configuring AI providers
AIsoule supports multiple AI providers. Choose the one that best fits your needs and budget.
Supported providers
| Provider | Model | Best for | Cost |
|---|---|---|---|
| OpenAI | GPT-4, GPT-4o | Best overall quality, complex queries | $$ |
| Anthropic | Claude 3.5 | Nuanced conversations, long context | $$ |
| Gemini Pro | Good balance of speed and quality | $ |
Setting up a provider
- Go to Chatbot → AI Settings
- Select your preferred AI Provider
- Enter your API Key:
- OpenAI: Get from platform.openai.com/api-keys
- Anthropic: Get from console.anthropic.com
- Google: Get from aistudio.google.com
- Select the Model (e.g., gpt-4o, claude-3-5-sonnet, gemini-pro)
- Click Save
Configuring the system prompt
The system prompt defines how the AI behaves:
You are a helpful customer support agent for [Your Company].
- Be friendly, concise, and professional
- Answer questions based on the provided knowledge base
- If you don't know the answer, say so and offer to connect with a human agent
- Never make up information
- Keep responses under 3 sentences when possible
Choosing the right provider
OpenAI (GPT-4o) — Recommended for most
- Best at understanding complex queries
- Excellent at following instructions
- Supports multiple languages well
- Most widely tested and reliable
Anthropic (Claude) — Best for nuanced conversations
- Better at handling sensitive topics
- Longer context window (can remember more)
- More careful and less likely to hallucinate
- Great for detailed explanations
Google (Gemini) — Best for budget
- Lower cost per query
- Fast response times
- Good for simple FAQ-style responses
- Supports many languages
Switching providers
You can switch providers anytime:
- Go to AI Settings
- Change the provider and API key
- Save — takes effect immediately
Your knowledge base and system prompt work with all providers.
Monitoring costs
AI providers charge per token (roughly per word):
- Track usage in your provider's dashboard
- Set spending limits in your provider account
- Monitor resolution rate — higher resolution = fewer human agent costs
Tips
- Start with GPT-4o — Best quality for customer support
- Set a spending limit — Prevent unexpected bills
- Monitor responses — Review AI answers weekly for accuracy
- Optimize your prompt — A good system prompt reduces hallucinations
- Use knowledge base — AI with context is 10x better than AI without
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