"""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]] = { "anthropic/claude-3.5-haiku": { "name": "Claude Haiku 3.5", "release_date": "2024-10-22", "last_updated": "2024-10-22", "open_weights": False, "max_input_tokens": 200000, "max_output_tokens": 8192, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "video_inputs": False, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": True, "attachment": True, "temperature": True, }, "anthropic/claude-3.7-sonnet": { "name": "Claude Sonnet 3.7", "release_date": "2025-02-19", "last_updated": "2025-02-19", "open_weights": False, "max_input_tokens": 200000, "max_output_tokens": 128000, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "video_inputs": False, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "attachment": True, "temperature": True, }, "anthropic/claude-haiku-4.5": { "name": "Claude Haiku 4.5", "release_date": "2025-10-15", "last_updated": "2025-10-15", "open_weights": False, "max_input_tokens": 200000, "max_output_tokens": 64000, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "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, }, "anthropic/claude-opus-4": { "name": "Claude Opus 4", "release_date": "2025-05-22", "last_updated": "2025-05-22", "open_weights": False, "max_input_tokens": 200000, "max_output_tokens": 32000, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "video_inputs": False, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "attachment": True, "temperature": True, }, "anthropic/claude-opus-4.1": { "name": "Claude Opus 4.1", "release_date": "2025-08-05", "last_updated": "2025-08-05", "open_weights": False, "max_input_tokens": 200000, "max_output_tokens": 32000, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "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, }, "anthropic/claude-opus-4.5": { "name": "Claude Opus 4.5", "release_date": "2025-11-24", "last_updated": "2025-11-24", "open_weights": False, "max_input_tokens": 200000, "max_output_tokens": 32000, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "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, }, "anthropic/claude-opus-4.6": { "name": "Claude Opus 4.6", "release_date": "2026-02-05", "last_updated": "2026-02-05", "open_weights": False, "max_input_tokens": 1000000, "max_output_tokens": 128000, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "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, }, "anthropic/claude-opus-4.7": { "name": "Claude Opus 4.7", "release_date": "2026-04-16", "last_updated": "2026-04-16", "open_weights": False, "max_input_tokens": 1000000, "max_output_tokens": 128000, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "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": False, }, "anthropic/claude-sonnet-4": { "name": "Claude Sonnet 4", "release_date": "2025-05-22", "last_updated": "2025-05-22", "open_weights": False, "max_input_tokens": 200000, "max_output_tokens": 64000, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "video_inputs": False, "text_outputs": True, "image_outputs": False, "audio_outputs": False, "video_outputs": False, "reasoning_output": True, "tool_calling": True, "attachment": True, "temperature": True, }, "anthropic/claude-sonnet-4.5": { "name": "Claude Sonnet 4.5", "release_date": "2025-09-29", "last_updated": "2025-09-29", "open_weights": False, "max_input_tokens": 1000000, "max_output_tokens": 64000, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "pdf_inputs": True, "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, }, "anthropic/claude-sonnet-4.6": { "name": "Claude Sonnet 4.6", "release_date": "2026-02-17", "last_updated": "2026-02-17", "open_weights": False, "max_input_tokens": 1000000, "max_output_tokens": 128000, "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, }, "arcee-ai/trinity-large-preview:free": { "name": "Trinity Large Preview", "release_date": "2026-01-28", "last_updated": "2026-01-28", "open_weights": True, "max_input_tokens": 131072, "max_output_tokens": 131072, "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": True, "structured_output": True, "attachment": False, "temperature": True, }, "arcee-ai/trinity-large-thinking": { "name": "Trinity Large Thinking", "release_date": "2026-04-01", "last_updated": "2026-04-03", "open_weights": True, "max_input_tokens": 262144, "max_output_tokens": 80000, "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": True, "tool_calling": True, "attachment": False, "temperature": True, }, "black-forest-labs/flux.2-flex": { "name": "FLUX.2 Flex", "release_date": "2025-11-25", "last_updated": "2026-01-31", "open_weights": False, "max_input_tokens": 67344, "max_output_tokens": 67344, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "video_inputs": False, "text_outputs": False, "image_outputs": True, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": False, "attachment": False, "temperature": True, }, "black-forest-labs/flux.2-klein-4b": { "name": "FLUX.2 Klein 4B", "release_date": "2026-01-14", "last_updated": "2026-01-31", "open_weights": True, "max_input_tokens": 40960, "max_output_tokens": 40960, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "video_inputs": False, "text_outputs": False, "image_outputs": True, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": False, "attachment": False, "temperature": True, }, "black-forest-labs/flux.2-max": { "name": "FLUX.2 Max", "release_date": "2025-12-16", "last_updated": "2026-01-31", "open_weights": False, "max_input_tokens": 46864, "max_output_tokens": 46864, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "video_inputs": False, "text_outputs": False, "image_outputs": True, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": False, "attachment": False, "temperature": True, }, "black-forest-labs/flux.2-pro": { "name": "FLUX.2 Pro", "release_date": "2025-11-25", "last_updated": "2026-01-31", "open_weights": False, "max_input_tokens": 46864, "max_output_tokens": 46864, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "video_inputs": False, "text_outputs": False, "image_outputs": True, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": False, "attachment": False, "temperature": True, }, "bytedance-seed/seedream-4.5": { "name": "Seedream 4.5", "release_date": "2025-12-23", "last_updated": "2026-01-31", "open_weights": True, "max_input_tokens": 4096, "max_output_tokens": 4096, "text_inputs": True, "image_inputs": True, "audio_inputs": False, "video_inputs": False, "text_outputs": False, "image_outputs": True, "audio_outputs": False, "video_outputs": False, "reasoning_output": False, "tool_calling": False, "attachment": False, "temperature": True, }, "cognitivecomputations/dolphin-mistral-24b-venice-edition:free": { "name": "Uncensored (free)", "release_date": "2025-07-09", "last_updated": "2026-01-31", "open_weights": True, "max_input_tokens": 32768, "max_output_tokens": 32768, "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, "structured_output": True, "attachment": False, "temperature": True, }, "deepseek/deepseek-chat-v3-0324": { "name": "DeepSeek V3 0324", "release_date": "2025-03-24", "last_updated": "2025-03-24", "open_weights": True, "max_input_tokens": 16384, "max_output_tokens": 8192, "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, "structured_output": True, "attachment": False, "temperature": True, }, "deepseek/deepseek-chat-v3.1": { "name": "DeepSeek-V3.1", "release_date": "2025-08-21", "last_updated": "2025-08-21", "open_weights": True, "max_input_tokens": 163840, "max_output_tokens": 163840, "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": True, "tool_calling": True, "structured_output": True, "attachment": False, "temperature": True, }, "deepseek/deepseek-r1": { "name": "DeepSeek: R1", "release_date": "2025-01-20", "last_updated": "2025-01-20", "open_weights": True, "max_input_tokens": 64000, "max_output_tokens": 16000, "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": True, "tool_calling": True, "structured_output": False, "attachment": False, "temperature": True, }, "deepseek/deepseek-r1-distill-llama-70b": { "name": "DeepSeek R1 Distill Llama 70B", "release_date": "2025-01-23", "last_updated": "2025-01-23", "open_weights": True, "max_input_tokens": 8192, "max_output_tokens": 8192, "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": True, "tool_calling": False, "structured_output": True, "attachment": False, "temperature": True, }, "deepseek/deepseek-v3.1-terminus": { "name": "DeepSeek V3.1 Terminus", "release_date": "2025-09-22", "last_updated": "2025-09-22", "open_weights": True, "max_input_tokens": 131072, "max_output_tokens": 65536, "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": True, "tool_calling": True, "structured_output": True, "attachment": False, "temperature": True, }, "deepseek/deepseek-v3.1-terminus:exacto": { "name": "DeepSeek V3.1 Terminus (exacto)", "release_date": "2025-09-22", "last_updated": "2025-09-22", "open_weights": True, "max_input_tokens": 131072, "max_output_tokens": 65536, "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": True, "tool_calling": True, "structured_output": True, "attachment": False, "temperature": True, }, "deepseek/deepseek-v3.2": { "name": "DeepSeek V3.2", "release_date": "2025-12-01", "last_updated": "2025-12-01", "open_weights": True, "max_input_tokens": 163840, "max_output_tokens": 65536, "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": True, "tool_calling": True, "structured_output": True, "attachment": False, "temperature": True, }, "deepseek/deepseek-v3.2-speciale": { "name": "DeepSeek V3.2 Speciale", "release_date": "2025-12-01", "last_updated": "2025-12-01", "open_weights": True, "max_input_tokens": 163840, "max_output_tokens": 65536, "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": True, "tool_calling": True, "structured_output": True, "attachment": False, "temperature": True, }, "google/gemini-2.0-flash-001": { "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, }, "google/gemini-2.5-flash": { "name": "Gemini 2.5 Flash", "release_date": "2025-07-17", "last_updated": "2025-07-17", "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, }, "google/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, }, "google/gemini-2.5-flash-lite-preview-09-2025": { "name": "Gemini 2.5 Flash Lite Preview 09-25", "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, }, "google/gemini-2.5-flash-preview-09-2025": { "name": "Gemini 2.5 Flash Preview 09-25", "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, }, "google/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, }, "google/gemini-2.5-pro-preview-05-06": { "name": "Gemini 2.5 Pro Preview 05-06", "release_date": "2025-05-06", "last_updated": "2025-05-06", "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, }, "google/gemini-2.5-pro-preview-06-05": { "name": "Gemini 2.5 Pro Preview 06-05", "release_date": "2025-06-05", "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, }, "google/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, }, "google/gemini-3-pro-preview": { "name": "Gemini 3 Pro Preview", "release_date": "2025-11-18", "last_updated": "2025-11", "open_weights": False, "max_input_tokens": 1050000, "max_output_tokens": 66000, "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, }, "google/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, }, "google/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, }, "google/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, }, "google/gemma-2-9b-it": { "name": "Gemma 2 9B", "release_date": 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