"""Auto-generated model profiles. DO NOT EDIT THIS FILE MANUALLY. This file is generated by the langchain-profiles CLI tool. It contains data derived from the models.dev project. Source: https://github.com/sst/models.dev License: MIT License To update these data, refer to the instructions here: https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-profile-data """ from typing import Any _PROFILES: dict[str, dict[str, Any]] = { "gemini-embedding-001": { "max_input_tokens": 2048, "max_output_tokens": 3072, "text_inputs": True, "image_inputs": False, "audio_inputs": False, "video_inputs": False, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": False, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash-lite-preview-09-2025": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-3.1-pro-preview-customtools": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-pro-preview-06-05": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash-preview-04-17": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash-preview-09-2025": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-pro-preview-05-06": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash-preview-05-20": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-live-2.5-flash": { "max_input_tokens": 128000, "max_output_tokens": 8000, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": True, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-3-flash-preview": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-live-2.5-flash-preview-native-audio": { "max_input_tokens": 131072, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": False, "audio_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": True, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash-lite": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash-preview-tts": { "max_input_tokens": 8000, "max_output_tokens": 16000, "text_inputs": True, "image_inputs": False, "audio_inputs": False, "video_inputs": False, "text_outputs": False, "image_outputs": False, "audio_outputs": True, "video_outputs": False, "reasoning_output": False, "tool_calling": False, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-3.1-pro-preview": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-flash-latest": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash-lite-preview-06-17": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash-image": { "max_input_tokens": 32768, "max_output_tokens": 32768, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "video_inputs": False, "text_outputs": True, "image_outputs": True, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": False, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-pro-preview-tts": { "max_input_tokens": 8000, "max_output_tokens": 16000, "text_inputs": True, "image_inputs": False, "audio_inputs": False, "video_inputs": False, "text_outputs": False, "image_outputs": False, "audio_outputs": True, "video_outputs": False, "reasoning_output": False, "tool_calling": False, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-flash-image-preview": { "max_input_tokens": 32768, "max_output_tokens": 32768, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "video_inputs": False, "text_outputs": True, "image_outputs": True, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": False, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-1.5-flash-8b": { "max_input_tokens": 1000000, "max_output_tokens": 8192, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": True, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-3-pro-preview": { "max_input_tokens": 1000000, "max_output_tokens": 64000, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.0-flash-lite": { "max_input_tokens": 1048576, "max_output_tokens": 8192, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-1.5-flash": { "max_input_tokens": 1000000, "max_output_tokens": 8192, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": True, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-flash-lite-latest": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.5-pro": { "max_input_tokens": 1048576, "max_output_tokens": 65536, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-2.0-flash": { "max_input_tokens": 1048576, "max_output_tokens": 8192, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "pdf_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": True, "structured_output": True, "image_url_inputs": True, "image_tool_message": True, "tool_choice": True, }, "gemini-1.5-pro": { "max_input_tokens": 1000000, "max_output_tokens": 8192, "text_inputs": True, "image_inputs": True, "audio_inputs": True, "video_inputs": True, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": True, "image_url_inputs": True, "pdf_inputs": True, "image_tool_message": True, "tool_choice": True, }, }