Real-world Examples
See Cogency in action with practical examples that you can copy, modify, and deploy.
1
Basic Agent
BeginnerA simple agent that can answer questions and perform calculations.
from cogency.agent import Agent from cogency.llm import GeminiLLM agent = Agent( name="Helper", llm=GeminiLLM(api_key="your-key") ) result = await agent.run("What is 15 * 23?") 2
Customer Support
IntermediateSupport agent with memory and knowledge base access.
from cogency.agent import Agent from cogency.memory import SemanticMemory agent = Agent( name="Support Agent", llm=GeminiLLM(), memory=SemanticMemory() ) # Tools auto-discovered from /tools/ 3
Research Agent
AdvancedMulti-step research agent with web search and analysis.
from cogency.agent import Agent from cogency.tools import WebSearchTool agent = Agent( name="Research Assistant", tools=[WebSearchTool()], max_depth=5 # Deep reasoning ) report = await agent.run( "Research AI trends in 2024" ) 4
Production API
ProductionFastAPI integration with streaming and monitoring.
from fastapi import FastAPI from cogency.agent import Agent app = FastAPI() agent = Agent(monitoring=True) @app.post("/chat") async def chat(message: str): async for response in agent.stream(message): yield response More Examples Coming Soon
We're building a comprehensive library of examples for every use case.
Discord Bot
AI-powered Discord moderator and assistant
Data Analysis
Automated insights from CSV and databases
E-commerce Helper
Product recommendations and support
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