- 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.
- Updated `thinking_enabled` condition in `DeepSeekAPI.py` to ensure `model` is not None before checking substring
- Removed default `tool_calls` value in `/backend-api/v2/create` route in `backend_api.py`
- Simplified response caching logic by consolidating `cast_str` handling and ensuring `response` is a string before writing
- Adjusted response filtering logic to handle string vs iterable cases more consistently
- Refined safe search tag check in file matching loop to only test the first tag against MIME type in `backend_api.py`
- Changed default filename from "index" to "home" in `_index` method of `website.py
- Added UUID-based "x-xai-request-id" header and 403 error handling in Grok.py
- Updated backend_api.py to handle empty media results and unsupported file types with error raising and file cleanup
- Simplified render logic in website.py by removing is_live flag and related code
- Changed "audio/wav" MIME type to "audio/x-wav" in image/__init__.py
- Added is_valid_media and is_valid_audio functions to image/__init__.py for stricter media validation
- Enhanced MarkItDown integration in markitdown/__init__.py with convert_stream method supporting non-seekable streams
- Modified _transcribe_audio.py to use recognize_faster_whisper if available, fallback to recognize_google
- Updated providers/helper.py to prioritize "text" key in to_string function
- Improved stream_read_files in files.py to skip DOWNLOADS_FILE and adjust code block formatting
- Added get_filename_from_url utility in files.py for consistent filename generation from URLs
- Enhanced download_urls in files.py to use MarkItDown for URL conversion and improved error logging
- Improved render_part and related functions in media.py to use new media validation logic and handle more cases
- Adjusted merge_media and render_messages in media.py for stricter part filtering and validation
- Added try-except block to catch RuntimeError around asyncio.run(nodriver_read_models()) in Cloudflare.py to set cls.models to fallback_models if encountered
- Corrected indentation of "followups" key in PollinationsAI.py from 43 to 44, changing it from nested to proper dictionary key
- No other code logic changed in these files
- 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.
- Updated error handling in g4f/Provider/DDG.py to raise ResponseError instead of yield error strings
- Replaced yield statements with raises in g4f/Provider/DDG.py for HTTP and response errors
- Added response raising in g4f/Provider/DeepInfraChat.py for image upload responses
- Included model alias validation and error raising in g4f/Provider/hf/HuggingFaceMedia.py
- Corrected model alias dictionary key in g4f/Provider/hf_space/StabilityAI_SD35Large.py
- Ensured referrer parameter default value in g4f/Provider/PollinationsImage.py
- Removed duplicate imports and adjusted get_models method in g4f/Provider/har/__init__.py
- Modified g4f/gui/server/api.py to remove unused conversation parameter in _create_response_stream
- Fixed logic to handle single exception in g4f/providers/retry_provider.py
- Added missing import of JsonConversation in g4f/providers/retry_provider.py
- Corrected stream_read_files to replace extension in return string in g4f/tools/files.py
- Added new MarkItDown audio provider in g4f/Provider/audio/MarkItDown.py for handling audio transcription using markitdown external module
- Included MarkItDown provider import in g4f/Provider/audio/__init__.py
- Implemented /v1/audio/transcriptions POST API endpoint with support for file upload, model selection, provider choice, and prompt in g4f/api/__init__.py
- Added TranscriptionResponseModel Pydantic schema to g4f/api/stubs.py for transcription responses
- Fixed media tuple handling in g4f/client/__init__.py to correctly unpack and assign file/name pairs in Completions, Images, and AsyncCompletions classes
- Updated g4f/Provider/LambdaChat.py to remove redundant origin attribute and simplify URL assignment
- Added handling in AnyProvider to append provider if model is matched in provider map and provider is working (g4f/providers/any_provider.py)
- Modified backend_api.py to fix web_search logic and default filter_markdown parameter extraction from query parameters
- Removed default `tool_calls` assignment from `Api.__call__` in `api.py`
- Removed `debug.error()` logging in two exception blocks in `api.py`
- Fixed malformed URL in `CohereForAI_C4AI_Command.url` by removing leading tab in `CohereForAI_C4AI_Command.py`
- Replaced incorrect `result.text_content` access with just `result` in `Backend_Api.upload_bucket` in `backend_api.py`
- Replaced `shutil.copyfile` with `os.rename`, and added fallback to `shutil.copyfile` on failure in `Backend_Api.upload_bucket` in `backend_api.py
- **g4f/Provider/har/__init__.py**
- `get_models`/`create_async`: iterate over `(domain, harFile)` and filter with `domain in request_url`
- `read_har_files` now yields `(domain, har_data)`; fixes file variable shadowing and uses `json.load`
- remove stray `print`, add type hint for `find_str`, replace manual loops with `yield from`
- small whitespace clean-up
- **g4f/Provider/needs_auth/Grok.py**
- `ImagePreview` now passes `auth_result.cookies` and `auth_result.headers`
- **g4f/Provider/needs_auth/OpenaiChat.py**
- add `Union` import; rename/refactor `get_generated_images` → `get_generated_image`
- support `file-service://` and `sediment://` pointers; choose correct download URL
- return `ImagePreview` or `ImageResponse` accordingly and stream each image part
- propagate 422 errors, update prompt assignment and image handling paths
- **g4f/client/__init__.py**
- drop unused `ignore_working` parameter in sync/async `Completions`
- normalise `media` argument: accept single tuple, infer filename when missing, fix index loop
- `Images.create_variation` updated to use the new media logic
- **g4f/gui/server/api.py**
- expose `latest_version_cached` via `?cache=` query parameter
- **g4f/gui/server/backend_api.py**
- optional Markdown extraction via `MarkItDown`; save rendered text as `<file>.md`
- upload flow rewrites: copy to temp file, move to bucket/media dir, clean temp, store filenames
- introduce `has_markitdown` guard and improved logging/exception handling
- **g4f/tools/files.py**
- remove trailing spaces in HAR code-block header string
- **g4f/version.py**
- add `latest_version_cached` `@cached_property` for memoised version lookup
- Updated `PollinationsAI` to exclude "gemini" model from `audio_models`
- Added logic in `PollinationsAI` to expand `audio_models` with voices from `default_audio_model`
- Appended voice names to `text_models` list in `PollinationsAI` if present in `default_audio_model`
- Modified `PollinationsAI._generate_text` to inject `audio` parameters when a voice model is used
- Updated `save_response_media` call to include voice name in model list
- Changed `OpenaiChat.get_generated_image` to support both `file-service://` and `sediment://` URLs using `conversation_id`
- Modified `OpenaiChat.create_messages` to optionally pass `prompt`
- Adjusted `OpenaiChat.run` to determine `prompt` explicitly and set messages accordingly
- Updated `OpenaiChat.iter_messages_line` to handle `None` in `fields.p` safely
- Passed `prompt` and `conversation_id` to `OpenaiChat.get_generated_image` inside image parsing loop
- Fixed redirect logic in `backend_api.py` to safely handle missing `skip` query param
- Enhanced `render` function in `website.py` to support live file serving with `live` query param
- Added new route `/dist/<path:name>` to serve static files from `DIST_DIR` in `website.py`
- Adjusted `render` to include `.live` suffix in cache filename when applicable
- Modified HTML replacements in `render` to preserve local `dist/` path if `add_origion` is True
docs: update media examples and add parameter details for TTS providers
- Updated EdgeTTS example to mention additional audio parameters (`rate`, `volume`, `pitch`)
- Updated gTTS example to include support for `tld` and `slow` audio parameters
- Modified the EdgeTTS provider to use `get_last_message` instead of `format_image_prompt` for prompt handling
- Modified the gTTS provider to use `get_last_message` instead of `format_image_prompt` for prompt handling
- Refactored audio file generation logic in the gTTS provider to handle `language` parameter and update the voice model accordingly
- Refactored backend API code to introduce `cast_str` function for processing responses, including cache management and response formatting
- Fixed a bug in `AnyProvider` where the model string check would fail if the model was `None`
- Added check in `to_string` helper function to handle `None` values correctly
```
* feat: introduce AnyProvider & LM Arena, overhaul model/provider logic
- **Provider additions & removals**
- Added `Provider/LMArenaProvider.py` with full async stream implementation and vision model support
- Registered `LMArenaProvider` in `Provider/__init__.py`; removed old `hf_space/LMArenaProvider.py`
- Created `providers/any_provider.py`; registers `AnyProvider` dynamically in `Provider`
- **Provider framework enhancements**
- `providers/base_provider.py`
- Added `video_models` and `audio_models` attributes
- `providers/retry_provider.py`
- Introduced `is_content()` helper; now treats `AudioResponse` as stream content
- **Cloudflare provider refactor**
- `Provider/Cloudflare.py`
- Re‑implemented `get_models()` with `read_models()` helper, `fallback_models`, robust nodriver/curl handling and model‑name cleaning
- **Other provider tweaks**
- `Provider/Copilot.py` – removed `"reasoning"` alias and initial `setOptions` WS message
- `Provider/PollinationsAI.py` & `PollinationsImage.py`
- Converted `audio_models` from list to dict, adjusted usage checks and labels
- `Provider/hf/__init__.py` – applies `model_aliases` remap before dispatch
- `Provider/hf_space/DeepseekAI_JanusPro7b.py` – now merges media before upload
- `needs_auth/Gemini.py` – dropped obsolete Gemini model entries
- `needs_auth/GigaChat.py` – added lowercase `"gigachat"` alias
- **API & client updates**
- Replaced `ProviderUtils` with new `Provider` map usage throughout API and GUI server
- Integrated `AnyProvider` as default fallback in `g4f/client` sync & async flows
- API endpoints now return counts of providers per model and filter by `x_ignored` header
- **GUI improvements**
- Updated JS labels with emoji icons, provider ignore logic, model count display
- **Model registry**
- Renamed base model `"GigaChat:latest"` ➜ `"gigachat"` in `models.py`
- **Miscellaneous**
- Added audio/video flags to GUI provider list
- Tightened error propagation in `retry_provider.raise_exceptions`
* Fix unittests
* fix: handle None conversation when accessing provider-specific data
- Modified `AnyProvider` class in `g4f/providers/any_provider.py`
- Updated logic to check if `conversation` is not None before accessing `provider.__name__` attribute
- Wrapped `getattr(conversation, provider.__name__, None)` block in an additional `if conversation is not None` condition
- Changed `setattr(conversation, provider.__name__, chunk)` to use `chunk.get_dict()` instead of the object directly
- Ensured consistent use of `JsonConversation` when modifying or assigning `conversation` data
* ```
feat: add provider string conversion & update IterListProvider call
- In g4f/client/__init__.py, within both Completions and AsyncCompletions, added a check to convert the provider from a string using convert_to_provider(provider) when applicable.
- In g4f/providers/any_provider.py, removed the second argument (False) from the IterListProvider constructor call in the async for loop.
```
---------
Co-authored-by: hlohaus <983577+hlohaus@users.noreply.github.com>
- **g4f/providers/helper.py**
- Add `render_messages()` to normalise message contents that are lists of blocks.
- **g4f/Provider/Blackbox.py**
- Import `get_har_files` and `render_messages`.
- Replace manual walk of `get_cookies_dir()` with `get_har_files()` in `_find_session_in_har`.
- Simplify session‑parsing loop and exception logging; drop permissions check.
- Build `current_messages` with `render_messages(messages)` instead of raw list.
- **g4f/Provider/Cloudflare.py**
- Swap `to_string` import for `render_messages`.
- Add `"impersonate": "chrome"` to default `_args`.
- Construct `data["messages"]` with `render_messages(messages)` and inline `"parts"`; remove `to_string()` calls.
- Move `cache_file` write outside inner `try` to always save arguments.
- **g4f/Provider/Copilot.py**
- Defer `yield conversation` until after `conversation` is created when `return_conversation` is requested.
- **g4f/Provider/openai/har_file.py**
- Break out of `os.walk` after first directory in `get_har_files()` to avoid deep traversal.
- **g4f/api/__init__.py**
- Use `config.conversation` directly and set `return_conversation` when present.
- **g4f/client/__init__.py**
- Pass `conversation` to both `ChatCompletionChunk.model_construct()` and `ChatCompletion.model_construct()`.
- **g4f/client/stubs.py**
- Import `field_serializer` (with stub fallback).
- Add serializers for `conversation` (objects and dicts) and for `content` fields.
- Extend model constructors to accept/propagate `conversation`.
- **g4f/cookies.py**
- Insert ".huggingface.co" into `DOMAINS` list.
- Stop recursive directory walk in `read_cookie_files()` with early `break`.
- **g4f/gui/client/background.html**
- Reorder error‑handling branches; reset `errorImage` in `onload`.
- Revise `skipRefresh` logic and random image URL building.
- **g4f/gui/server/backend_api.py**
- Add `self.match_files` cache for repeated image searches.
- Use `safe_search` for sanitised term matching and `min` comparison.
- Limit walk to one directory level; support deterministic random selection via `random` query param.
- **Miscellaneous**
- Update imports where `render_messages` replaces `to_string`.
- Ensure all modified providers iterate messages through `render_messages` for consistent formatting.
- Added "No auth / HAR file" authentication type in providers-and-models.md
- Added "Video generation" column to provider tables for future capability
- Updated model counts and provider capabilities throughout documentation
- Fixed ARTA provider with improved error handling and response validation
- Enhanced AllenAI provider with vision model support and proper image handling
- Significantly improved Blackbox provider:
- Added HAR file authentication support
- Added subscription status checking
- Added premium/demo model differentiation
- Improved session handling and error recovery
- Enhanced DDG provider with better error handling for challenges
- Improved PollinationsAI and PollinationsImage providers' model handling
- Added VideoModel class in g4f/models.py
- Added audio/video generation indicators in GUI components
- Added new Ai2 models: olmo-1-7b, olmo-2-32b, olmo-4-synthetic
- Added new commit message generation tool in etc/tool/commit.py
Add Reasoning to OpenaiChat provider
Check for pipeline_tag in HuggingChat providers
Add image preview in PollinationsAI
Add input of custom Model in GUI
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
