chatpdb
chatpdb
is a drop-in replacement for ipdb or pdb that lets you ask questions while debugging.
chatpdb
meets you where you are - AI tooling that's only invoked when you need it.
Installation
pip install chatpdb
Ensure that you have OPENAI_API_KEY
set in your environment.
export OPENAI_API_KEY=...```
In your code:
```python3
import chatpdb; chatpdb.set_trace()
Simply type y
to receive a summary of the current code and stack trace.
> /Programming/test-chatpdb/lib.py(2)echo_platform()
1 def echo_platform(platform: str):
----> 2 print("You are running on:" + platform)
3
ipdb> y
The exception occurred because the function `echo_platform` tries to concatenate the string "You are running on:" with the `platform` variable, which is `None`. [...]
Type y "prompt"
to ask a question.
> /Programming/test-chatpdb/lib.py(2)echo_platform()
1 def echo_platform(platform: str):
----> 2 print("You are running on:" + platform)
3
ipdb> y "Why is platform coming through as None?"
The variable `platform` is coming through as `None` because the environment variable `"PLATFORM"` is not set in your system's environment variables. [...]
How does it work?
chatpdb
uses the OpenAI API to generate responses to your questions. It uses the gpt-4-turbo
model by default.
chatpdb
will automatically include relevant context from the current frame and stack trace, as well as
exception information if one has been raised.
Advanced Usage
Just like ipdb and pdb, chatpdb
supports many different entrypoints.
Running code:
import chatpdb; chatpdb.run('print("hello")')
import chatpdb; chatpdb.runcall(lambda x: x + 1, 1)
As a decorator:
@chatpdb.cex
def sample_cex_function():
raise # any exception within the decorated function will trigger chatpdb
As a context manager:
with chatpdb.launch_chatpdb_on_exception():
raise # any exception within the with block will trigger chatpdb
On files:
python3 -m chatpdb file.py
post-mortem support:
chatpdb.pm()
See the documentation of ipdb or pdb for the full api.
Configuration
You can use more specific environment variables to configure an OpenAI key and preferred model
for chatpdb. The following environment variables are supported:
CHAT_PDB_OPENAI_API_KEY
: Your OpenAI API keyCHAT_PDB_OPENAI_MODEL
: The model to use for chatpdb. Default is 'gpt-4-turbo'