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12 changes: 9 additions & 3 deletions common/token_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -35,6 +35,12 @@ def num_tokens_from_string(string: str) -> int:
return 0

def total_token_count_from_response(resp):
"""
Extract token count from LLM response in various formats.

Handles None responses and different response structures from various LLM providers.
Returns 0 if token count cannot be determined.
"""
if resp is None:
return 0

Expand All @@ -50,19 +56,19 @@ def total_token_count_from_response(resp):
except Exception:
pass

if 'usage' in resp and 'total_tokens' in resp['usage']:
if isinstance(resp, dict) and 'usage' in resp and 'total_tokens' in resp['usage']:
try:
return resp["usage"]["total_tokens"]
except Exception:
pass

if 'usage' in resp and 'input_tokens' in resp['usage'] and 'output_tokens' in resp['usage']:
if isinstance(resp, dict) and 'usage' in resp and 'input_tokens' in resp['usage'] and 'output_tokens' in resp['usage']:
try:
return resp["usage"]["input_tokens"] + resp["usage"]["output_tokens"]
except Exception:
pass

if 'meta' in resp and 'tokens' in resp['meta'] and 'input_tokens' in resp['meta']['tokens'] and 'output_tokens' in resp['meta']['tokens']:
if isinstance(resp, dict) and 'meta' in resp and 'tokens' in resp['meta'] and 'input_tokens' in resp['meta']['tokens'] and 'output_tokens' in resp['meta']['tokens']:
try:
return resp["meta"]["tokens"]["input_tokens"] + resp["meta"]["tokens"]["output_tokens"]
except Exception:
Expand Down
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