"""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-2.0-flash": {
        "name": "Gemini 2.0 Flash",
        "release_date": "2024-12-11",
        "last_updated": "2024-12-11",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-2.0-flash-lite": {
        "name": "Gemini 2.0 Flash-Lite",
        "release_date": "2024-12-11",
        "last_updated": "2024-12-11",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-2.5-flash": {
        "name": "Gemini 2.5 Flash",
        "release_date": "2025-03-20",
        "last_updated": "2025-06-05",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-2.5-flash-image": {
        "name": "Nano Banana",
        "release_date": "2025-08-26",
        "last_updated": "2025-08-26",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "pdf_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-2.5-flash-lite": {
        "name": "Gemini 2.5 Flash-Lite",
        "release_date": "2025-06-17",
        "last_updated": "2025-06-17",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-2.5-flash-preview-tts": {
        "name": "Gemini 2.5 Flash Preview TTS",
        "release_date": "2025-05-01",
        "last_updated": "2025-05-01",
        "open_weights": False,
        "max_input_tokens": 8192,
        "max_output_tokens": 16384,
        "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,
        "attachment": False,
        "temperature": True,
        "image_url_inputs": True,
        "pdf_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-2.5-pro": {
        "name": "Gemini 2.5 Pro",
        "release_date": "2025-03-20",
        "last_updated": "2025-06-05",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-2.5-pro-preview-tts": {
        "name": "Gemini 2.5 Pro Preview TTS",
        "release_date": "2025-05-01",
        "last_updated": "2025-05-01",
        "open_weights": False,
        "max_input_tokens": 8192,
        "max_output_tokens": 16384,
        "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,
        "attachment": False,
        "temperature": True,
        "image_url_inputs": True,
        "pdf_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-3-flash-preview": {
        "name": "Gemini 3 Flash Preview",
        "release_date": "2025-12-17",
        "last_updated": "2025-12-17",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-3-pro-preview": {
        "name": "Gemini 3 Pro Preview",
        "release_date": "2025-11-18",
        "last_updated": "2025-11-18",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-3.1-flash-image-preview": {
        "name": "Nano Banana 2",
        "release_date": "2026-02-26",
        "last_updated": "2026-02-26",
        "open_weights": False,
        "max_input_tokens": 65536,
        "max_output_tokens": 65536,
        "text_inputs": True,
        "image_inputs": True,
        "audio_inputs": False,
        "pdf_inputs": True,
        "video_inputs": False,
        "text_outputs": True,
        "image_outputs": True,
        "audio_outputs": False,
        "video_outputs": False,
        "reasoning_output": True,
        "tool_calling": False,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-3.1-flash-lite": {
        "name": "Gemini 3.1 Flash Lite",
        "release_date": "2026-05-07",
        "last_updated": "2026-05-07",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-3.1-flash-lite-preview": {
        "name": "Gemini 3.1 Flash Lite Preview",
        "release_date": "2026-03-03",
        "last_updated": "2026-03-03",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-3.1-pro-preview": {
        "name": "Gemini 3.1 Pro Preview",
        "release_date": "2026-02-19",
        "last_updated": "2026-02-19",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-3.1-pro-preview-customtools": {
        "name": "Gemini 3.1 Pro Preview Custom Tools",
        "release_date": "2026-02-19",
        "last_updated": "2026-02-19",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-3.5-flash": {
        "name": "Gemini 3.5 Flash",
        "release_date": "2026-05-19",
        "last_updated": "2026-05-19",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-embedding-001": {
        "name": "Gemini Embedding 001",
        "release_date": "2025-05-20",
        "last_updated": "2025-05-20",
        "open_weights": False,
        "max_input_tokens": 2048,
        "max_output_tokens": 1,
        "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,
        "attachment": False,
        "temperature": False,
        "image_url_inputs": True,
        "pdf_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-flash-latest": {
        "name": "Gemini Flash Latest",
        "release_date": "2025-09-25",
        "last_updated": "2025-09-25",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemini-flash-lite-latest": {
        "name": "Gemini Flash-Lite Latest",
        "release_date": "2025-09-25",
        "last_updated": "2025-09-25",
        "open_weights": False,
        "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,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemma-4-26b-a4b-it": {
        "name": "Gemma 4 26B A4B IT",
        "release_date": "2026-04-02",
        "last_updated": "2026-04-02",
        "open_weights": True,
        "max_input_tokens": 262144,
        "max_output_tokens": 32768,
        "text_inputs": True,
        "image_inputs": True,
        "audio_inputs": False,
        "video_inputs": False,
        "text_outputs": True,
        "image_outputs": False,
        "audio_outputs": False,
        "video_outputs": False,
        "reasoning_output": True,
        "tool_calling": True,
        "structured_output": True,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "pdf_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
    "gemma-4-31b-it": {
        "name": "Gemma 4 31B IT",
        "release_date": "2026-04-02",
        "last_updated": "2026-04-02",
        "open_weights": True,
        "max_input_tokens": 262144,
        "max_output_tokens": 32768,
        "text_inputs": True,
        "image_inputs": True,
        "audio_inputs": False,
        "video_inputs": False,
        "text_outputs": True,
        "image_outputs": False,
        "audio_outputs": False,
        "video_outputs": False,
        "reasoning_output": True,
        "tool_calling": True,
        "structured_output": True,
        "attachment": True,
        "temperature": True,
        "image_url_inputs": True,
        "pdf_inputs": True,
        "image_tool_message": True,
        "tool_choice": True,
    },
}