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giskard.scan is failing for azure openai & langchain
Issue Type
Bug
Source
source
Giskard Library Version
2.10.0
Giskard Hub Version
N/A
OS Platform and Distribution
No response
Python version
3.11
Installed python packages
No response
Current Behaviour?
I am running the sample code from here (https://docs.giskard.ai/en/latest/open_source/scan/scan_llm/index.html) and using an Azure OpenAI with langchain but the scan fails with the error below.
cc: @GianRomani @AndreeaIugaTR
Standalone code OR list down the steps to reproduce the issue
Use the link below to access the jupyter notebook:
https://goonlinetools.com/snapshot/code/#m3ar9v8ihyqpr9qg3i2eos
Relevant log output
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
Cell In[9], line 1
----> 1 report = gsk.scan(giskard_model, demo_dataset, only="jailbreak", raise_exceptions=True)
File [/opt/homebrew/lib/python3.11/site-packages/giskard/scanner/__init__.py:64](https://file+.vscode-resource.vscode-cdn.net/opt/homebrew/lib/python3.11/site-packages/giskard/scanner/__init__.py:64), in scan(model, dataset, features, params, only, verbose, raise_exceptions)
35 """Automatically detects model vulnerabilities.
36
37 See :class:`Scanner` for more details.
(...)
61 A scan report object containing the results of the scan.
62 """
63 scanner = Scanner(params, only=only)
---> 64 return scanner.analyze(
65 model, dataset=dataset, features=features, verbose=verbose, raise_exceptions=raise_exceptions
66 )
File [/opt/homebrew/lib/python3.11/site-packages/giskard/scanner/scanner.py:123](https://file+.vscode-resource.vscode-cdn.net/opt/homebrew/lib/python3.11/site-packages/giskard/scanner/scanner.py:123), in Scanner.analyze(self, model, dataset, features, verbose, raise_exceptions)
121 with warnings.catch_warnings():
122 warnings.simplefilter("ignore")
--> 123 issues, errors = self._run_detectors(
124 detectors, model, dataset, features, verbose=verbose, raise_exceptions=raise_exceptions
125 )
127 issues = self._postprocess(issues)
129 # Scan completed
...
35 if not self.config.punctuation_sensitive:
---> 36 text = text.translate(str.maketrans("", "", string.punctuation))
37 return text
AttributeError: 'AIMessage' object has no attribute 'translate'
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