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openai_cost_calculation
observability-openai-cost-calculat-langchain-s-callback-handler-underestimates-total--53079e4e
IFLangChain's callback handler underestimates total cost when using o3-mini or o1 models because reasoning tokens are excluded from completion token cost.
THENModify `langchain_community/callbacks/openai_info.py` to retrieve `reasoning_tokens` from `usage_metadata['output_token_details']` and add them to `completion_tokens` before computing the completion cost. Then recalculate `completion_cost` using the updated total. This aligns cost reporting with OpenAI’s billing structure.
Tier 170%
openai_cost_calculation
observability-openai-cost-calculat-when-using-openai-o3-mini-or-o1-models-the-cost-ca-1d4e6eea
IFWhen using OpenAI o3-mini or o1 models, the cost calculation excludes reasoning tokens from the completion token count, leading to underestimated total cost.
THENModify the cost calculation logic in the callback handler to retrieve reasoning tokens from usage_metadata['output_token_details']['reasoning'] and add them to the completion_tokens before computing the completion cost. This ensures billing matches OpenAI's pricing structure for reasoning models.
Tier 170%
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