28 files changed, 30 insertions, 241 deletions

diff --git a/g4f/Provider/AItianhu.py b/g4f/Provider/AItianhu.py
index 2e129896..6aec2065 100644
--- a/g4f/Provider/AItianhu.py
+++ b/g4f/Provider/AItianhu.py
@@ -70,4 +70,4 @@ class AItianhu(AsyncGeneratorProvider):
             ("top_p", "int"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/Ails.py b/g4f/Provider/Ails.py
index d533ae24..9ead63d9 100644
--- a/g4f/Provider/Ails.py
+++ b/g4f/Provider/Ails.py
@@ -85,7 +85,7 @@ class Ails(AsyncGeneratorProvider):
             ("temperature", "float"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
 
 
 def _hash(json_data: dict[str, str]) -> SHA256:
diff --git a/g4f/Provider/Aivvm.py b/g4f/Provider/Aivvm.py
index dbfc588d..c65fb6f1 100644
--- a/g4f/Provider/Aivvm.py
+++ b/g4f/Provider/Aivvm.py
@@ -75,4 +75,4 @@ class Aivvm(AsyncGeneratorProvider):
             ("temperature", "float"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/Bard.py b/g4f/Provider/Bard.py
index 2137d820..9583dbef 100644
--- a/g4f/Provider/Bard.py
+++ b/g4f/Provider/Bard.py
@@ -88,4 +88,4 @@ class Bard(AsyncProvider):
             ("proxy", "str"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/ChatBase.py b/g4f/Provider/ChatBase.py
index b98fe565..6e596e2a 100644
--- a/g4f/Provider/ChatBase.py
+++ b/g4f/Provider/ChatBase.py
@@ -59,4 +59,4 @@ class ChatBase(AsyncGeneratorProvider):
             ("stream", "bool"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
diff --git a/g4f/Provider/ChatgptLogin.py b/g4f/Provider/ChatgptLogin.py
index 8b868f8e..165cc5ca 100644
--- a/g4f/Provider/ChatgptLogin.py
+++ b/g4f/Provider/ChatgptLogin.py
@@ -64,4 +64,4 @@ class ChatgptLogin(AsyncProvider):
             ("temperature", "float"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
diff --git a/g4f/Provider/CodeLinkAva.py b/g4f/Provider/CodeLinkAva.py
index 3ab4e264..31a0fabb 100644
--- a/g4f/Provider/CodeLinkAva.py
+++ b/g4f/Provider/CodeLinkAva.py
@@ -60,4 +60,4 @@ class CodeLinkAva(AsyncGeneratorProvider):
             ("temperature", "float"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
diff --git a/g4f/Provider/DfeHub.py b/g4f/Provider/DfeHub.py
index d40e0380..c1f4c059 100644
--- a/g4f/Provider/DfeHub.py
+++ b/g4f/Provider/DfeHub.py
@@ -74,4 +74,4 @@ class DfeHub(BaseProvider):
             ("top_p", "int"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/EasyChat.py b/g4f/Provider/EasyChat.py
index dae5196d..3b3b6a30 100644
--- a/g4f/Provider/EasyChat.py
+++ b/g4f/Provider/EasyChat.py
@@ -108,4 +108,4 @@ class EasyChat(BaseProvider):
             ("active_server", "int"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/Equing.py b/g4f/Provider/Equing.py
index 261c53c0..7dfdce9a 100644
--- a/g4f/Provider/Equing.py
+++ b/g4f/Provider/Equing.py
@@ -78,4 +78,4 @@ class Equing(BaseProvider):
             ("stream", "bool"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
diff --git a/g4f/Provider/FastGpt.py b/g4f/Provider/FastGpt.py
index ef47f752..e8893965 100644
--- a/g4f/Provider/FastGpt.py
+++ b/g4f/Provider/FastGpt.py
@@ -83,4 +83,4 @@ class FastGpt(ABC):
             ("stream", "bool"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
diff --git a/g4f/Provider/GetGpt.py b/g4f/Provider/GetGpt.py
index b96efaac..6687eb93 100644
--- a/g4f/Provider/GetGpt.py
+++ b/g4f/Provider/GetGpt.py
@@ -66,7 +66,7 @@ class GetGpt(BaseProvider):
             ('max_tokens', 'int'),
         ]
         param = ', '.join([': '.join(p) for p in params])
-        return f'g4f.provider.{cls.__name__} supports: ({param})'
+        return f'g4f.Provider.{cls.__name__} supports: ({param})'
 
 
 def _encrypt(e: str):
diff --git a/g4f/Provider/H2o.py b/g4f/Provider/H2o.py
index 30090a58..fa837156 100644
--- a/g4f/Provider/H2o.py
+++ b/g4f/Provider/H2o.py
@@ -98,4 +98,4 @@ class H2o(AsyncGeneratorProvider):
             ("return_full_text", "bool"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/HuggingChat.py b/g4f/Provider/HuggingChat.py
index 85f879f3..ce21bfda 100644
--- a/g4f/Provider/HuggingChat.py
+++ b/g4f/Provider/HuggingChat.py
@@ -103,4 +103,4 @@ class HuggingChat(AsyncGeneratorProvider):
             ("proxy", "str"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/Liaobots.py b/g4f/Provider/Liaobots.py
index 33224d2e..e9078651 100644
--- a/g4f/Provider/Liaobots.py
+++ b/g4f/Provider/Liaobots.py
@@ -88,4 +88,4 @@ class Liaobots(AsyncGeneratorProvider):
             ("auth", "str"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/Lockchat.py b/g4f/Provider/Lockchat.py
index c15eec8d..c9db82f1 100644
--- a/g4f/Provider/Lockchat.py
+++ b/g4f/Provider/Lockchat.py
@@ -61,4 +61,4 @@ class Lockchat(BaseProvider):
             ("temperature", "float"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/OpenAssistant.py b/g4f/Provider/OpenAssistant.py
index 3a931597..bef50ffb 100644
--- a/g4f/Provider/OpenAssistant.py
+++ b/g4f/Provider/OpenAssistant.py
@@ -99,4 +99,4 @@ class OpenAssistant(AsyncGeneratorProvider):
             ("proxy", "str"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/OpenaiChat.py b/g4f/Provider/OpenaiChat.py
index cbe886f0..999d6247 100644
--- a/g4f/Provider/OpenaiChat.py
+++ b/g4f/Provider/OpenaiChat.py
@@ -91,4 +91,4 @@ class OpenaiChat(AsyncProvider):
             ("cookies", "dict[str, str]")
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
diff --git a/g4f/Provider/Raycast.py b/g4f/Provider/Raycast.py
index 7ddc8acd..9d5f3ac9 100644
--- a/g4f/Provider/Raycast.py
+++ b/g4f/Provider/Raycast.py
@@ -69,4 +69,4 @@ class Raycast(BaseProvider):
             ("auth", "str"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/Theb.py b/g4f/Provider/Theb.py
index 72fce3ac..500837f7 100644
--- a/g4f/Provider/Theb.py
+++ b/g4f/Provider/Theb.py
@@ -94,4 +94,4 @@ class Theb(BaseProvider):
             ("top_p", "int")
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
diff --git a/g4f/Provider/V50.py b/g4f/Provider/V50.py
index 81a95ba8..7b873979 100644
--- a/g4f/Provider/V50.py
+++ b/g4f/Provider/V50.py
@@ -64,4 +64,4 @@ class V50(BaseProvider):
             ("top_p", "int"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/Vitalentum.py b/g4f/Provider/Vitalentum.py
index 31ad8b80..61e84409 100644
--- a/g4f/Provider/Vitalentum.py
+++ b/g4f/Provider/Vitalentum.py
@@ -63,4 +63,4 @@ class Vitalentum(AsyncGeneratorProvider):
             ("temperature", "float"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
diff --git a/g4f/Provider/Wuguokai.py b/g4f/Provider/Wuguokai.py
index 0a46f6ee..25cacd3d 100644
--- a/g4f/Provider/Wuguokai.py
+++ b/g4f/Provider/Wuguokai.py
@@ -60,4 +60,4 @@ class Wuguokai(BaseProvider):
             ("stream", "bool")
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
diff --git a/g4f/Provider/Ylokh.py b/g4f/Provider/Ylokh.py
index 1986b6d3..111ba160 100644
--- a/g4f/Provider/Ylokh.py
+++ b/g4f/Provider/Ylokh.py
@@ -73,4 +73,4 @@ class Ylokh(AsyncGeneratorProvider):
             ("temperature", "float"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
\ No newline at end of file
diff --git a/g4f/Provider/base_provider.py b/g4f/Provider/base_provider.py
index 0f499c8c..d6bcc8e7 100644
--- a/g4f/Provider/base_provider.py
+++ b/g4f/Provider/base_provider.py
@@ -34,7 +34,7 @@ class BaseProvider(ABC):
             ("stream", "bool"),
         ]
         param = ", ".join([": ".join(p) for p in params])
-        return f"g4f.provider.{cls.__name__} supports: ({param})"
+        return f"g4f.Provider.{cls.__name__} supports: ({param})"
     
 
 _cookies = {}
diff --git a/g4f/__init__.py b/g4f/__init__.py
index 90b05c85..1e8664c1 100644
--- a/g4f/__init__.py
+++ b/g4f/__init__.py
@@ -6,6 +6,7 @@ import random
 
 logging = False
 
+
 class ChatCompletion:
     @staticmethod
     def create(
@@ -21,9 +22,8 @@ class ChatCompletion:
             except KeyError:
                 raise Exception(f'The model: {model} does not exist')
 
-
         if not provider:
-            if isinstance(model.best_provider, tuple):
+            if isinstance(model.best_provider, list):
                 provider = random.choice(model.best_provider)
             else:
                 provider = model.best_provider
diff --git a/g4f/models.py b/g4f/models.py
deleted file mode 100644
index e095ce7e..00000000
--- a/g4f/models.py
+++ /dev/null
@@ -1,212 +0,0 @@
-from __future__ import annotations
-from dataclasses import dataclass
-from .Provider import BaseProvider, Bard, H2o, Vercel
-from .Provider import Aichat, Aivvm, ChatBase, ChatgptAi, ChatgptLogin, CodeLinkAva
-from .Provider import DeepAi, Vercel, Vitalentum, Ylokh, You, Yqcloud
-from .typing import Union
-
-@dataclass
-class Model:
-    name: str
-    base_provider: str
-    best_provider: Union[type[BaseProvider], tuple[type[BaseProvider]]] = None
-
-# Config for HuggingChat, OpenAssistant
-# Works for Liaobots, H2o, OpenaiChat, Yqcloud, You
-default = Model(
-    name="",
-    base_provider="huggingface"
-)
-
-# GPT-3.5 / GPT-4
-gpt_35_turbo = Model(
-    name          = 'gpt-3.5-turbo',
-    base_provider = 'openai',
-    best_provider = (
-        Vercel, Aichat, Aivvm, ChatBase, ChatgptAi, ChatgptLogin,
-        CodeLinkAva, DeepAi, Vitalentum, Ylokh, You, Yqcloud
-    )
-)
-
-gpt_4 = Model(
-    name          = 'gpt-4',
-    base_provider = 'openai',
-)
-
-# Bard
-palm = Model(
-    name          = 'palm',
-    base_provider = 'google',
-    best_provider = Bard)
-
-# H2o
-falcon_7b = Model(
-    name          = 'h2oai/h2ogpt-gm-oasst1-en-2048-falcon-7b-v3',
-    base_provider = 'huggingface',
-    best_provider = H2o)
-
-falcon_40b = Model(
-    name          = 'h2oai/h2ogpt-gm-oasst1-en-2048-falcon-40b-v1',
-    base_provider = 'huggingface',
-    best_provider = H2o)
-
-llama_13b = Model(
-    name          = 'h2oai/h2ogpt-gm-oasst1-en-2048-open-llama-13b',
-    base_provider = 'huggingface',
-    best_provider = H2o)
-
-# Vercel
-claude_instant_v1 = Model(
-    name          = 'anthropic:claude-instant-v1',
-    base_provider = 'anthropic',
-    best_provider = Vercel)
-
-claude_v1 = Model(
-    name          = 'anthropic:claude-v1',
-    base_provider = 'anthropic',
-    best_provider = Vercel)
-
-claude_v2 = Model(
-    name          = 'anthropic:claude-v2',
-    base_provider = 'anthropic',
-    best_provider = Vercel)
-
-command_light_nightly = Model(
-    name          = 'cohere:command-light-nightly',
-    base_provider = 'cohere',
-    best_provider = Vercel)
-
-command_nightly = Model(
-    name          = 'cohere:command-nightly',
-    base_provider = 'cohere',
-    best_provider = Vercel)
-
-gpt_neox_20b = Model(
-    name          = 'huggingface:EleutherAI/gpt-neox-20b',
-    base_provider = 'huggingface',
-    best_provider = Vercel)
-
-oasst_sft_1_pythia_12b = Model(
-    name          = 'huggingface:OpenAssistant/oasst-sft-1-pythia-12b',
-    base_provider = 'huggingface',
-    best_provider = Vercel)
-
-oasst_sft_4_pythia_12b_epoch_35 = Model(
-    name          = 'huggingface:OpenAssistant/oasst-sft-4-pythia-12b-epoch-3.5',
-    base_provider = 'huggingface',
-    best_provider = Vercel)
-
-santacoder = Model(
-    name          = 'huggingface:bigcode/santacoder',
-    base_provider = 'huggingface',
-    best_provider = Vercel)
-
-bloom = Model(
-    name          = 'huggingface:bigscience/bloom',
-    base_provider = 'huggingface',
-    best_provider = Vercel)
-
-flan_t5_xxl = Model(
-    name          = 'huggingface:google/flan-t5-xxl',
-    base_provider = 'huggingface',
-    best_provider = Vercel)
-
-code_davinci_002 = Model(
-    name          = 'openai:code-davinci-002',
-    base_provider = 'openai',
-    best_provider = Vercel)
-
-gpt_35_turbo_16k = Model(
-    name          = 'openai:gpt-3.5-turbo-16k',
-    base_provider = 'openai',
-    best_provider = Vercel)
-
-gpt_35_turbo_16k_0613 = Model(
-    name          = 'openai:gpt-3.5-turbo-16k-0613',
-    base_provider = 'openai')
-
-gpt_4_0613 = Model(
-    name          = 'openai:gpt-4-0613',
-    base_provider = 'openai',
-    best_provider = Vercel)
-
-text_ada_001 = Model(
-    name          = 'openai:text-ada-001',
-    base_provider = 'openai',
-    best_provider = Vercel)
-
-text_babbage_001 = Model(
-    name          = 'openai:text-babbage-001',
-    base_provider = 'openai',
-    best_provider = Vercel)
-
-text_curie_001 = Model(
-    name          = 'openai:text-curie-001',
-    base_provider = 'openai',
-    best_provider = Vercel)
-
-text_davinci_002 = Model(
-    name          = 'openai:text-davinci-002',
-    base_provider = 'openai',
-    best_provider = Vercel)
-
-text_davinci_003 = Model(
-    name          = 'openai:text-davinci-003',
-    base_provider = 'openai',
-    best_provider = Vercel)
-
-llama13b_v2_chat = Model(
-    name          = 'replicate:a16z-infra/llama13b-v2-chat',
-    base_provider = 'replicate',
-    best_provider = Vercel)
-
-llama7b_v2_chat = Model(
-    name          = 'replicate:a16z-infra/llama7b-v2-chat',
-    base_provider = 'replicate',
-    best_provider = Vercel)
-
-
-class ModelUtils:
-    convert: dict[str, Model] = {
-        # GPT-3.5 / GPT-4
-        'gpt-3.5-turbo' : gpt_35_turbo,
-        'gpt-4'         : gpt_4,
-        
-        # Bard
-        'palm2'       : palm,
-        'palm'        : palm,
-        'google'      : palm,
-        'google-bard' : palm,
-        'google-palm' : palm,
-        'bard'        : palm,
-        
-        # H2o
-        'falcon-40b' : falcon_40b,
-        'falcon-7b'  : falcon_7b,
-        'llama-13b'  : llama_13b,
-        
-        # Vercel
-        'claude-instant-v1' : claude_instant_v1,
-        'claude-v1'         : claude_v1,
-        'claude-v2'         : claude_v2,
-        'command-nightly'   : command_nightly,
-        'gpt-neox-20b'      : gpt_neox_20b,
-        'santacoder'        : santacoder,
-        'bloom'             : bloom,
-        'flan-t5-xxl'       : flan_t5_xxl,
-        'code-davinci-002'  : code_davinci_002,
-        'gpt-3.5-turbo-16k' : gpt_35_turbo_16k,
-        'gpt-4-0613'        : gpt_4_0613,
-        'text-ada-001'      : text_ada_001,
-        'text-babbage-001'  : text_babbage_001,
-        'text-curie-001'    : text_curie_001,
-        'text-davinci-002'  : text_davinci_002,
-        'text-davinci-003'  : text_davinci_003,
-        'llama13b-v2-chat'  : llama13b_v2_chat,
-        'llama7b-v2-chat'   : llama7b_v2_chat,
-        
-        'oasst-sft-1-pythia-12b'           : oasst_sft_1_pythia_12b,
-        'oasst-sft-4-pythia-12b-epoch-3.5' : oasst_sft_4_pythia_12b_epoch_35,
-        'command-light-nightly'            : command_light_nightly,
-        'gpt-3.5-turbo-16k-0613'           : gpt_35_turbo_16k_0613,
-    }
\ No newline at end of file
diff --git a/g4f/typing.py b/g4f/typing.py
index 5f63c222..2a9396a8 100644
--- a/g4f/typing.py
+++ b/g4f/typing.py
@@ -12,9 +12,10 @@ CreateResult = Generator[str, None, None]
 __all__ = [
     'Any',
     'AsyncGenerator',
+    'CreateResult',
     'Generator',
+    'SHA256',
     'Tuple',
     'TypedDict',
-    'SHA256',
-    'CreateResult',
+    'Union',
 ]