Conditional Routing
~3 min read
Concept & How It Works
Why Does It Exist?
Real agents rarely follow one path. Routing lets a single graph handle billing vs. technical vs. escalation flows without maintaining separate agent binaries.
Real-World Analogy
Conditional routing is a airport security checkpoint: same entrance, but travelers go to domestic, international, or additional screening based on their ticket.
Visual Workflows
What is Conditional Routing?
Example
Scenario
After `execute_sql`, router checks `state['row_count']`: 0 → `broaden_query`, >100 → `summarize_only`, else → `format_table`.
Solution
In Agent Frameworks, apply Conditional Routing to this scenario: After `execute_sql`, router checks `state['row_count']`: 0 → `broaden_query`, >100 → `summarize_only`, else → `format_table`. Identify the inputs, run the technique, validate the output, and note one thing you would monitor in production.
Practice Task
Do this before moving to the next module — reading alone is not enough.
Open the Code Walkthrough below and run it locally. Change one parameter related to Conditional Routing (e.g. model, temperature, top_k, or tool name), observe the difference in output, and write 2–3 sentences explaining what changed.
Code Walkthrough
Highlighted lines show where Conditional Routing happens in the code.
1def sql_router(state): # define a reusable function2 if state.get("sql_error"):3 return "fix_sql" # return the result4 if state["row_count"] > 100:5 return "summarize" # return the result6 return "format" # return the result7
8graph.add_conditional_edges("execute_sql", sql_router, # key line for Conditional Routing9 {"fix_sql": "fix_sql", "summarize": "summarize", "format": "format"})Commands to Remember
Commands to Remember
pip install langgraph langchain-openai # LangGraph agent frameworkpip install openai-agents # OpenAI Agents SDKpip install crewai # multi-agent CrewAI framework
Common Mistakes
- Treating Conditional Routing as a black box without evaluation
- Ignoring cost and latency in production
- Skipping error handling for langgraph conditional routing
Cheat Sheet
Quick recap — the most important points from this module.
Cheat Sheet
quick ref- •Conditional Routing
- •path_map
- •Router Function
- •Command