Basic Usage Examples
Simple Text Generation
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{"message": "Write a Python function to calculate fibonacci numbers"}'
Code Generation
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{"message": "Create a JSON schema for a user profile with name, email, and preferences"}'
Web Search and Research
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{"message": "Search for the latest developments in AI and summarize the key findings"}'
Complex Automation
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{"message": "Plan a project roadmap for building a mobile app with user authentication, including technical requirements and timeline"}'
Agent Modes
Fast Mode (Balanced Performance)
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"message": "Generate code examples",
"mode": "fast"
}'
Flash Mode (See Agent Thinking)
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"message": "Plan a marketing strategy",
"mode": "flash"
}'
Max Mode (Complex Reasoning)
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"message": "Design a complete system architecture",
"mode": "max"
}'
Streaming Control
Non-Streaming (Complete Blocks)
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"message": "Write a product description",
"streaming": false
}'
Streaming Enabled (Token-by-Token)
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Accept: text/event-stream" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"message": "Analyze this website and suggest improvements",
"streaming": true
}'
Session Management
Continue Conversations
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# First message - creates a new session
curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{"message": "Help me plan a marketing campaign for a SaaS product"}'
# Save the session ID from the response, then continue the conversation
curl -X POST "https://api.agentbase.sh?session=SESSION_ID" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{"message": "Now create social media content for this campaign"}'
- Auto-Creation: If you don’t specify a session ID, a new one is automatically created
- Continue Conversations: Append
?session=[SESSION_ID]
to the URL for follow-up messages - Persistent Context: The agent remembers previous messages within the same session
Advanced Features
Custom Tools and Rules
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curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"message": "Optimize this SQL query for better performance",
"mode": "max",
"system": "You are a database optimization expert",
"rules": ["Always explain your reasoning", "Provide before/after comparisons"],
"mcpServers": [
{
"serverName": "database-tools",
"serverUrl": "https://your-mcp-server.com/mcp"
}
]
}'
Built-in Capabilities
File Processing
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curl -X POST "https://api.agentbase.sh" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"message": "Analyze this spreadsheet and create visualizations of the key trends"}'
Web Automation
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curl -X POST "https://api.agentbase.sh" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"message": "Monitor competitor pricing on their website and compile a comparison report"}'
Multi-step Planning
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curl -X POST "https://api.agentbase.sh" \
-H "Authorization: Bearer YOUR_API_KEY" \
-H "Content-Type: application/json" \
-d '{"message": "Create a complete deployment strategy for a new microservice, including CI/CD pipeline, monitoring, and rollback procedures"}'
Programming Language Integration
JavaScript/Node.js with Error Handling
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async function callAgent(message) {
try {
const response = await fetch('https://api.agentbase.sh', {
method: 'POST',
headers: {
'Authorization': 'Bearer YOUR_API_KEY',
'Content-Type': 'application/json'
},
body: JSON.stringify({
message: message,
mode: 'fast'
})
});
if (!response.ok) {
throw new Error(`HTTP error! status: ${response.status}`);
}
const data = await response.json();
return data;
} catch (error) {
console.error('Agent request failed:', error);
throw error;
}
}
Python with Session Management
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import requests
class AgentbaseClient:
def __init__(self, api_key):
self.api_key = api_key
self.session_id = None
self.base_url = 'https://api.agentbase.sh'
def send_message(self, message, mode='fast'):
url = self.base_url
if self.session_id:
url += f'?session={self.session_id}'
response = requests.post(
url,
headers={
'Authorization': f'Bearer {self.api_key}',
'Content-Type': 'application/json'
},
json={
'message': message,
'mode': mode
}
)
data = response.json()
# Save session ID for future requests
if 'session' in data:
self.session_id = data['session']
return data
# Usage
client = AgentbaseClient('YOUR_API_KEY')
response1 = client.send_message('Plan a marketing campaign')
response2 = client.send_message('Create social media content for this campaign')
Troubleshooting
Common Issues and Solutions
Streaming Problems
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# If your stream is choppy, disable streaming for complete blocks
curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"message": "Write documentation",
"streaming": false
}'
See Agent Reasoning
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# Use flash mode to see the agent's thinking process
curl -X POST "https://api.agentbase.sh" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"message": "Solve this complex problem step by step",
"mode": "flash"
}'
Example Streaming Response
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data: {"type":"agent_started","session":"[SESSION_ID]"}
data: {"type":"agent_thinking_start","session":"[SESSION_ID]"}
data: {"type":"agent_thinking","session":"[SESSION_ID]","content":"The user is asking me to introduce myself."}
data: {"type":"agent_response_start","session":"[SESSION_ID]"}
data: {"type":"agent_response","session":"[SESSION_ID]","content":"Hello! I'm agentbase, a general-purpose AI agent designed to help you…"}
data: {"type":"agent_tool_use_start","session":"[SESSION_ID]"}
data: {"type":"agent_tool_use","session":"[SESSION_ID]","content":"{\"tool\":\"computer\",\"input\":\"\"}"}
data: {"type":"agent_tool_response","session":"[SESSION_ID]","content":"{\"tool\":\"computer\",\"content\":\"success\"}"}
data: {"type":"agent_step","session":"[SESSION_ID]","step":"1"}
data: {"type":"agent_cost","session":"[SESSION_ID]","cost":"0.0934"}
data: {"type":"agent_completed","session":"[SESSION_ID]"}
type
value, see Streaming Message Types.