- Added `Qwen` to `g4f/Provider/__init__.py` for provider registration
- Created new Qwen provider in `g4f/Provider/Qwen.py` using `AsyncGeneratorProvider`
- Implemented conversation state via new `JsonConversation` argument
- Replaced raw `print` statements with `debug.log` for internal logging
- Introduced `get_last_user_message()` for improved prompt extraction
- Added support for `Reasoning` and `Usage` response types during SSE parsing
- Replaced manual SSE parsing with `sse_stream()` utility from `requests`
- Added `active_by_default = True` to `Qwen` and modified related headers
- Tracked message and parent IDs for contextual threading
- Updated `Usage` class in `g4f/providers/response.py` to support `input_tokens` and `output_tokens`
- Refactored Nvidia provider: removed unused attributes and set `models_needs_auth = True
- Added "transparent" to `image_models` in `PollinationsAI` and mapped it to "gptimage"
- Modified transparent flag handling in `_generate_image` call in `PollinationsAI`
- Removed unused `cls.get_models()` call from image generation method in `PollinationsAI`
- Replaced `AsyncGeneratorProvider` with `AsyncAuthedProvider` in `HarProvider`
- Implemented `on_auth_async` in `HarProvider` to support browser-based auth via `nodriver`
- Replaced `create_async_generator` with `create_authed` in `HarProvider` to support `AuthResult`
- Removed custom `headers` in HAR post requests; used `auth_result.get_dict()` for `StreamSession`
- Refactored `Video` provider to support optional search in `get_response`
- Added `search` parameter to `RequestConfig.get_response` and `Video.create_async_generator`
- Improved browser automation and element interaction logic in `Video` provider
- Extracted video request interception to collect URLs using `nodriver`
- Reduced video polling loop timeout from 600 to 300 iterations in `Video`
- Updated CLI `client.py` to fix handling of `conversation.conversation` assignment
- Fixed argparse config: removed `nargs='?'` and added `metavar` for `--conversation-file`
- Improved image metadata extraction in API and backend when Pillow is available
- Modified `ImageResponse.__str__` to output HTML anchor/image tags with dimensions if present
- Added support for returning `target_path` from `copy_media` if `return_target` is True
- Changed default image processing size in `process_image` from 800x400 to 400x400
- Disabled RGBA-to-RGB flattening in `process_image`
- Improved `get_args_from_nodriver` to ensure proper referer and cookie handling
- Added helper `get_target_paths_and_urls` in `Api` to extract image dimensions from disk paths
- Introduced a new provider class `LMArenaBeta` in `g4f/Provider/LMArenaBeta.py` with capabilities for text and image models.
- Updated `g4f/Provider/Cloudflare.py` to remove an unused import of `Cookies`.
- Modified `g4f/Provider/PollinationsAI.py` to change the condition for checking the action in the `next` command.
- Added a new provider `PuterJS` in `g4f/Provider/PuterJS.py` with various model handling and authentication logic.
- Removed the old `PuterJS` implementation from `g4f/Provider/not_working/PuterJS.py`.
- Updated `g4f/Provider/__init__.py` to include the new `LMArenaBeta` and `PuterJS` providers.
- Changed the label of `HarProvider` in `g4f/Provider/har/__init__.py` to "LMArena (Har)".
- Adjusted the model list in `g4f/Provider/openai/models.py` to ensure consistency in model definitions.
- Updated the API response handling in `g4f/providers/response.py` to calculate total tokens in the `Usage` class constructor.
- Modified g4f/providers/response.py to ensure format_images_markdown returns the result directly without additional flags in the 'format_images_markdown' function.
- Updated g4f/gui/server/api.py to add 'tempfiles' parameter with default empty list to '_create_response_stream' method.
- Changed or added code in API response handling to iterate over 'tempfiles' and attempt to remove each file after response completion, with exception handling (try-except block with logger.exception).
- Adjusted g4f/Tools/files.py to fix tempfile creation: corrected the 'suffix' parameter in 'get_tempfile' to use 'suffix' directly instead of splitting.
- In g4f/tools/media.py, changed 'render_part' function to handle 'text' key properly, checking 'part.get("text")' and returning a dictionary with 'type': 'text' and 'text': value, if present.
- In PollinationsAI.py, modified get_image method to initialize responses set and manage concurrent image fetches with asyncio tasks, adding a while loop to yield responses as they complete
- Changed response index in get_image from 1 to 0 to align with zero-based indexing
- Introduced 'responses' set and 'finished' counter outside inner get_image function for proper progress tracking
- Updated gather() usage to run all get_image tasks concurrently after loop
- In __init__.py, enhanced use_aspect_ratio function: added checks if width and height are None before assigning aspect ratio-based defaults
- Assigned default width and height values for aspect ratios "1:1", "16:9", and "9:16" if not already specified in extra_body
- In copy_images.py, corrected get_filename function to convert tags to strings before joining with '+', ensuring proper filename formatting
- In response.py, refined is_content function to exclude Reasoning objects where is_thinking and token are both None
- Removed __eq__ method from Reasoning class to prevent comparison issues
- In web_search.py, simplified import by removing unused datetime and date modules
- Replaced the large GitHub project stats table in `README.md` with summaries and logos for Pollinations AI and MoneyPrinter V2
- Introduced `STATIC_URL` and `DIST_DIR` constants in new `g4f/constants.py` and used them across multiple files
- Updated `PollinationsAI.py` to support conversation title and follow-up generation using tool calls
- Modified `PollinationsAI.py` and `PollinationsImage.py` to use `STATIC_URL` for the `referrer` header
- Enhanced `PollinationsAI.stream_complete` to yield `ToolCalls`, `TitleGeneration`, and `SuggestedFollowups`
- Added `ToolCalls` handling in `client/__init__.py` to support non-stream and stream modes
- Updated `ChatCompletionDelta` model in `client/stubs.py` to support `ToolCalls`
- Modified `HarProvider` to merge `DEFAULT_HEADERS` into request headers
- Improved `OpenaiChat.py` by adding optional chaining to page evaluation expressions for robustness
- Updated `any_provider.py` to force use of `PollinationsAI` if `tools` key is present in kwargs
- Refactored `is_content` into a reusable function in `providers/response.py` and used in `retry_provider.py`
- Updated `gui/server/website.py` to use `STATIC_URL` and simplify `GPT4FREE_URL` handling
- Removed redundant constants from `version.py` and imported them from `constants.py
Update conversation body in OpenaiChat provider
Update ThinkingProcessor in run_tools
Add unittests for ThinkingProcessor
Update default headers in requests module
Add AuthFileMixin to base_provider
* docs(docs/providers-and-models.md): update documentation structure and model listings
* refactor(g4f/debug.py): add type hints and docstrings
* refactor(g4f/tools/run_tools.py): Restructure tool handling and improve modularity
* refactor(g4f/providers/response.py): enhance type hints and code documentation
* feat(g4f/models.py): Update model providers and add new models
* feat(g4f/Provider/Blackbox.py): add encrypted session handling and model updates
* fix(g4f/Provider/ChatGptEs.py): migrate to curl_cffi for request handling and improve error resilience
* feat(g4f/Provider/DeepInfraChat.py): Update default model and add new DeepSeek variants
* feat(g4f/Provider/Free2GPT.py): add Gemini models and streamline headers
* feat(g4f/Provider/FreeGpt.py): Add support for Gemini 1.5 Flash model
* feat(g4f/Provider/Liaobots.py): Add Claude 3.7 models and update default GPT-4o
* fix(g4f/Provider/PollinationsAI.py): Correct model mappings and generation parameters
* feat(g4f/Provider/PollinationsImage.py): Add class identifier label
* chore(g4f/Provider/TeachAnything.py): Update default model and simplify model handling
* (g4f/Provider/Mhystical.py): Remove class implementation
* chore(g4f/Provider/Prodia.py > g4f/Provider/not_working/Prodia.py): mark Prodia provider as non-working
* feat(g4f/Provider/Blackbox.py): Add Claude 3.7 Sonnet model alias
* chore(g4f/models.py): Update model configurations
* fix(g4f/Provider/ChatGptEs.py): improve request reliability and nonce detection
---------
Co-authored-by: kqlio67 <>
Add new default HuggingFace provider
Add format_image_prompt and get_last_user_message helper
Add stop_browser callable to get_nodriver function
Fix content type response in images route
Add orginal url to downloaded image
Support ssl argument in StreamSession
Report Provider and Errors in RetryProvider
Support ssl argument in OpenaiTemplate
Remove model duplication in OpenaiChat
Disable ChatGpt provider and remove it from models.py
Update slim requirements
Support provider names as model name in Image generation
Add model qwen-2.5-1m-demo to models.py
Stop recognition in UI on enter request
Fix Ratelimt for Ping in GUI
Use OpenaiTemplate for OIVSCode
Support Reasoning in Blackbox
Add error reporting in UI
Support Custom Provider in Demo
Improve model list in HuggingSpace, PollinationsAI
Fix Image Generation in PollinationsAI
Add Image Upload in PollinationsAI
Support Usage, FinishReason, jsonMode in PollinationsAI
Add Reasoning to Web UI
Fix using provider api_keys in Web UI
Add none auth with OpenAI using nodriver
Fix missing 1 required positional argument: 'cls'
Update count tokens in GUI
Fix streaming example in requests guide
Remove ChatGptEs as default model
Fix for RetryProviders doesn't retry
Add retry and continue for DuckDuckGo provider
Add cache for Cloudflare provider
Add cache for prompts on gui home
Add scroll to bottom checkbox in gui
Improve prompts on home gui
Fix response content type in api for files
Remove old text_to_speech service from gui
Update gui and client readmes,
Add HuggingSpaces group provider;
Add providers parameters config forms to gui
* Add Path and PathLike support when uploading images
Improve raise_for_status in special cases
Move ImageResponse to providers.response module
Improve OpenaiChat and OpenaiAccount providers
Add Sources for web_search in OpenaiChat
Add JsonConversation for import and export conversations to js
Add RequestLogin response type
Add TitleGeneration support in OpenaiChat and gui
* Improve Docker Container Guide in README.md
* Add tool calls api support, add search tool support
