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Better structured outputs handling #85

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Merged
merged 3 commits into from
Mar 28, 2025
Merged

Better structured outputs handling #85

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36aed3e
up version
rishsriv Mar 28, 2025
e81be00
better error handling in OpenAI response processing, add JSON parsing…
rishsriv Mar 28, 2025
c2f142e
linting
rishsriv Mar 28, 2025
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13 changes: 12 additions & 1 deletion defog/llm/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@
import time
import json
import traceback
import re
from dataclasses import dataclass
from typing import Dict, List, Optional, Any, Union, Callable

Expand Down Expand Up @@ -872,7 +873,17 @@ async def _process_openai_response(
else:
# No tools provided
if response_format and model not in ["o1-mini", "o1-preview"]:
content = response.choices[0].message.parsed
try:
content = response.choices[0].message.parsed
except Exception as e:
content = response.choices[0].message.content
# parse the content as json
try:
# clean up any markdown formatting
content = re.sub(r"```(.*)```", r"\1", content)
content = json.loads(content)
except Exception as e:
raise Exception(f"Error parsing content: {e}")
else:
content = response.choices[0].message.content

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2 changes: 1 addition & 1 deletion setup.py
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Expand Up @@ -26,7 +26,7 @@ def package_files(directory):
name="defog",
packages=find_packages(),
package_data={"defog": ["gcp/*", "aws/*"] + next_static_files},
version="0.68.0",
version="0.68.1",
description="Defog is a Python library that helps you generate data queries from natural language questions.",
author="Full Stack Data Pte. Ltd.",
license="MIT",
Expand Down