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Programmatically remove control characters from LLM response #1367
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Original file line number | Diff line number | Diff line change |
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@@ -29,6 +29,7 @@ | |
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from instructor.mode import Mode | ||
from instructor.utils import extract_json_from_stream, extract_json_from_stream_async | ||
import re | ||
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T_Model = TypeVar("T_Model", bound=BaseModel) | ||
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@@ -47,6 +48,18 @@ class PartialLiteralMixin: | |
pass | ||
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def remove_control_chars(s): | ||
return re.sub(r"[\x00-\x1F\x7F-\x9F]", "", s) | ||
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def process_potential_object(potential_object, partial_mode, partial_model, **kwargs): | ||
obj = from_json( | ||
(potential_object.strip() or "{}").encode(), partial_mode=partial_mode | ||
) | ||
obj = partial_model.model_validate(obj, strict=None, **kwargs) | ||
return obj | ||
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def _process_generic_arg( | ||
arg: Any, | ||
make_fields_optional: bool = False, | ||
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@@ -213,12 +226,22 @@ def model_from_chunks( | |
partial_mode = ( | ||
"on" if issubclass(cls, PartialLiteralMixin) else "trailing-strings" | ||
) | ||
chunk_buffer = [] | ||
for chunk in json_chunks: | ||
potential_object += chunk | ||
obj = from_json( | ||
(potential_object.strip() or "{}").encode(), partial_mode=partial_mode | ||
chunk_buffer += chunk | ||
if len(chunk_buffer) < 2: | ||
continue | ||
potential_object += remove_control_chars("".join(chunk_buffer)) | ||
chunk_buffer = [] | ||
obj = process_potential_object( | ||
potential_object, partial_mode, partial_model, **kwargs | ||
) | ||
yield obj | ||
if chunk_buffer: | ||
potential_object += remove_control_chars(chunk_buffer[0]) |
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Potential bug: In the final check, only processing
Suggested change
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|
obj = process_potential_object( | ||
potential_object, partial_mode, partial_model, **kwargs | ||
) | ||
obj = partial_model.model_validate(obj, strict=None, **kwargs) | ||
yield obj | ||
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@classmethod | ||
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Using
+=
on a list with a string will extend the list by characters. Replace withappend()
to keep chunks intact.