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Feb 16, 2025
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docs: agent docs hotfix #517

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40 changes: 14 additions & 26 deletions docs/tutorials/build-code-agent.mdx
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Original file line number Diff line number Diff line change
Expand Up @@ -30,7 +30,7 @@ codebase = Codebase.from_repo("fastapi/fastapi")
# Create the agent with GPT-4
agent = create_codebase_agent(
codebase=codebase,
model_name="gpt-4",
model_name="gpt-4o",
temperature=0,
verbose=True
)
Expand Down Expand Up @@ -71,28 +71,22 @@ Let's see some examples of how to interact with the agent:
```python
# Analyze dependencies
result = agent.invoke(
{
"input": "What are the dependencies of the FastAPI class?",
"config": {"configurable": {"session_id": "demo"}}
}
{"input": "What are the dependencies of the FastAPI class?"},
confeg={"configurable": {"session_id": "demo"}}
)
print(result["output"])

# Find usage patterns
result = agent.invoke(
{
"input": "Show me examples of dependency injection in the codebase",
"config": {"configurable": {"session_id": "demo"}}
}
{"input": "Show me examples of dependency injection in the codebase"},
config={"configurable": {"session_id": "demo"}}
)
print(result["output"])

# Perform code analysis
result = agent.invoke(
{
"input": "What's the most complex function in terms of dependencies?",
"config": {"configurable": {"session_id": "demo"}}
}
{"input": "What's the most complex function in terms of dependencies?"},
config={"configurable": {"session_id": "demo"}}
)
print(result["output"])
```
Expand All @@ -106,26 +100,20 @@ The agent can also perform code changes:
```python
# Move a function to a new file
result = agent.invoke(
{
"input": "Move the validate_email function to validation_utils.py",
"config": {"configurable": {"session_id": "demo"}}
}
{"input": "Move the validate_email function to validation_utils.py"},
config={"configurable": {"session_id": "demo"}}
)

# Rename a class and update all references
result = agent.invoke(
{
"input": "Rename the UserModel class to User and update all imports",
"config": {"configurable": {"session_id": "demo"}}
}
{"input": "Rename the UserModel class to User and update all imports"},
config={"configurable": {"session_id": "demo"}}
)

# Add error handling
result = agent.invoke(
{
"input": "Add proper error handling to the process_data function",
"config": {"configurable": {"session_id": "demo"}}
}
{"input": "Add proper error handling to the process_data function"},
config={"configurable": {"session_id": "demo"}}
)
```

Expand Down Expand Up @@ -164,6 +152,6 @@ tools.append(CustomCodeTool())
agent = create_codebase_agent(
codebase=codebase,
tools=tools,
model_name="gpt-4"
model_name="gpt-4o"
)
```