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import os
import helpers.helper as helper
from g4f.client import Client
from litellm import completion
import random
import json
import os
# from dotenv import load_dotenv
# load_dotenv()
from g4f.Provider import DeepInfraChat,Glider,LambdaChat,TypeGPT
gemini_api_keys=json.loads(os.environ.get("GEMINI_KEY_LIST"))
groq_api_keys=json.loads(os.environ.get("GROQ_API_KEYS"))
chutes_key=os.environ.get("CHUTES_API_KEY")
github_key=os.environ.get("GITHUB_API_KEY")
DeepInfraChat.models = ["google/gemma-3-27b-it","deepseek-ai/DeepSeek-R1-Turbo","Qwen/QwQ-32B","deepseek-ai/DeepSeek-R1","deepseek-ai/DeepSeek-V3-0324","meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8","meta-llama/Llama-4-Scout-17B-16E-Instruct","microsoft/Phi-4-multimodal-instruct"]
deepinframodels=["meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8","microsoft/Phi-4-multimodal-instruct","google/gemma-3-27b-it","meta-llama/Llama-4-Scout-17B-16E-Instruct"]
chutes_models={"MAI-DS-R1-FP8":"microsoft/MAI-DS-R1-FP8","DeepSeek-V3-0324":"deepseek-ai/DeepSeek-V3-0324","deepseek-reasoner":"deepseek-ai/DeepSeek-R1","GLM-4-32B-0414":"THUDM/GLM-4-32B-0414","GLM-Z1-32B-0414":"THUDM/GLM-Z1-32B-0414"}
github_models={"gpt4.1":"gpt-4.1","gpt-4o":"gpt-4o","o4-mini":"o4-mini"}
REASONING_CORRESPONDANCE = {"DeepSeek-R1-Glider":Glider, "DeepSeekR1-LAMBDA":LambdaChat,"DeepSeekR1":DeepInfraChat,"deepseek-slow":TypeGPT}
os.environ["GEMINI_API_KEY"] =random.choice(gemini_api_keys)
REASONING_QWQ = {"qwq-32b":DeepInfraChat}
from openai import OpenAI
clienty = OpenAI(
base_url="https://openrouter.ai/api/v1",
api_key=os.environ.get("OPENROUTER_API_KEY"),
)
CHAT_CORRESPONDANCE = {"DeepSeek-V3":DeepInfraChat}
client = Client()
def clear():
helper.stopped=False
helper.q.put_nowait("END")
while not helper.q.empty():
try:
helper.q.get(block=False)
except Exception as e:
continue
helper.q.task_done()
def gpt4(messages,response_format,model="gpt-4"):
if len(messages) ==1:
messages[0]["role"]="user"
response = completion(
model="gemini/gemini-2.0-flash",
messages=messages,
response_format=response_format
)
return str(response.choices[0].message.content)
def gpt4stream(messages,model,api_keys):
print(f"-------{model}--------")
global llmfree
global llmdeepseek
global llmgroq
cunk=""
if model in deepinframodels:
try:
response = client.chat.completions.create(
provider=DeepInfraChat,
model=model,
messages=messages,
stream=True
)
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
if "```json" not in cunk or "```" not in cunk:
helper.q.put_nowait(part.choices[0].delta.content or "")
if helper.stopped:
clear()
break
except Exception as e:
pass
helper.q.put_nowait("RESULT: "+cunk)
elif model == "DeepSeekR1-togetherAI":
response = completion(model="together_ai/deepseek-ai/DeepSeek-R1", messages=messages, stream=True)
cunk=""
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
if "```json" not in cunk:
helper.q.put_nowait(part.choices[0].delta.content or "")
if helper.stopped:
clear()
break
helper.q.put_nowait("RESULT: "+cunk)
elif model == "DeepSeekV3-togetherAI":
response = completion(model="together_ai/deepseek-ai/DeepSeek-V3", messages=messages, stream=True)
cunk=""
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
if "```json" not in cunk:
helper.q.put_nowait(part.choices[0].delta.content or "")
if helper.stopped:
clear()
break
helper.q.put_nowait("RESULT: "+cunk)
elif model=="groq/deepseek-r1-distill-llama-70b":
os.environ["GROQ_API_KEY"] =random.choice(groq_api_keys)
response = completion(model="groq/deepseek-r1-distill-llama-70b", messages=messages, stream=True)
cunk=""
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
if "```json" not in cunk:
helper.q.put_nowait(part.choices[0].delta.content or "")
if helper.stopped:
clear()
break
helper.q.put_nowait("RESULT: "+cunk)
elif model=="groq/qwq-32b":
os.environ["GROQ_API_KEY"] =random.choice(groq_api_keys)
response = completion(model="groq/qwen-qwq-32b", messages=messages, stream=True)
cunk=""
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
if "```json" not in cunk:
helper.q.put_nowait(part.choices[0].delta.content or "")
if helper.stopped:
clear()
break
helper.q.put_nowait("RESULT: "+cunk)
elif model=="llama-3.3-70b-versatile":
response = completion(model="groq/llama-3.3-70b-versatile", messages=messages, stream=True)
cunk=""
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
if "```json" not in cunk:
helper.q.put_nowait(part.choices[0].delta.content or "")
if helper.stopped:
clear()
break
helper.q.put_nowait("RESULT: "+cunk)
elif model in chutes_models:
if model == "MAI-DS-R1-FP8" or model=='GLM-Z1-32B-0414':
helper.q.put_nowait("<think>")
response = completion(model=f"openai/{chutes_models[model]}",api_key=chutes_key,base_url="https://llm.chutes.ai/v1", messages=messages, stream=True)
cunk=""
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
x=str(part.choices[0].delta.content)
x=x.replace('>','\n </think> \n ')
if "```json" not in cunk:
helper.q.put_nowait(x or "")
if helper.stopped:
clear()
break
helper.q.put_nowait("RESULT: "+cunk)
elif model in github_models:
response = completion(model=f"github/{github_models[model]}",api_key=github_key, messages=messages, stream=True)
cunk=""
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
if "```json" not in cunk:
helper.q.put_nowait(part.choices[0].delta.content or "")
if helper.stopped:
clear()
break
helper.q.put_nowait("RESULT: "+cunk)
elif "gemini" in model:
for key in gemini_api_keys:
try:
os.environ["GEMINI_API_KEY"] =key
response = completion(model=f"gemini/{model}", messages=messages, stream=True)
cunk=""
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
print(part.choices[0].delta.content or "", end="")
if "```json" not in cunk:
helper.q.put_nowait(part.choices[0].delta.content or "")
if helper.stopped:
clear()
break
break
except:
pass
print("STOPPING")
helper.q.put_nowait("RESULT: "+cunk)
elif model=="deepseek.r1" or model=="deepseek-chat":
cunk=""
if "chat" in model:
providers = CHAT_CORRESPONDANCE
model_name="deepseek-ai/DeepSeek-V3-0324"
else:
providers = REASONING_CORRESPONDANCE
model_name="deepseek-r1"
for provider in providers:
try:
response = client.chat.completions.create(
provider=providers[provider],
model=model_name,
messages=messages,
stream=True
# Add any other necessary parameters
)
for part in response:
# print(part)
cunk=cunk+(str(part.choices[0].delta.content) or "")
if helper.stopped:
clear()
break
if ("```json" not in cunk or "```" not in cunk) and (str(part.choices[0].delta.content) != "None"):
helper.q.put_nowait(str(part.choices[0].delta.content) or "")
break
except Exception as e:
#helper.q.put_nowait(str(e))
print(e)
pass
print("STOPPING")
helper.q.put_nowait("RESULT: "+cunk)
elif model=="qwq-32b" :
helper.q.put_nowait("<think>")
cunk=""
providers=REASONING_QWQ
for provider in providers:
try:
response = client.chat.completions.create(
provider=providers[provider],
model="Qwen/QwQ-32B",
messages=messages,
stream=True
# Add any other necessary parameters
)
for part in response:
cunk=cunk+(str(part.choices[0].delta.content) or "")
if "```json" not in cunk or "```" not in cunk:
helper.q.put_nowait(str(part.choices[0].delta.content) or "")
if helper.stopped:
clear()
break
break
except Exception as e:
pass
helper.q.put_nowait("RESULT: "+cunk)
elif "DeepSeek" in model and "dev" in model:
cunk=""
if "V3" in model:
providers = CHAT_CORRESPONDANCE
else:
providers = REASONING_CORRESPONDANCE
for provider in providers:
try:
response = client.chat.completions.create(
provider=providers[provider],
model="deepseek-r1",
messages=messages,
stream=True
# Add any other necessary parameters
)
for part in response:
cunk=cunk+(part.choices[0].delta.content or "")
break
except Exception as e:
pass
print("STOPPING")
helper.q.put_nowait("RESULT: "+cunk)
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