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import os
import helpers.helper as helper
import google.generativeai as genai
from g4f.client import Client
from litellm import completion
import random
from g4f.Provider import DeepInfraChat,Glider,Liaobots,Blackbox,ChatGptEs,LambdaChat,TypeGPT
os.environ["OPENROUTER_API_KEY"] = "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"
os.environ["GROQ_API_KEY"] ="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"
gemini_api_keys=["AIzaSyB7yKIdfW7Umv62G47BCdJjoHTJ9TeiAko","AIzaSyDtP05TyoIy9j0uPL7_wLEhgQEE75AZQSc","AIzaSyDOyjfqFhHmGlGJ2raX82XWTtmMcZxRshs"]
groq_api_keys=["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","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","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"]
#[,"AIzaSyBPfR-HG_HeUgLF0LYW1XQgQUxFF6jF_0U","AIzaSyBz01gZCb9kzZF3lNHuwy_iajWhi9ivyDk"]]
os.environ["GEMINI_API_KEY"] =random.choice(gemini_api_keys)
os.environ["TOGETHERAI_API_KEY"] ="30bed0b842ed3268372d57f588c22452798e9af96aa8d3129ba745ef226282a8"
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"]
REASONING_CORRESPONDANCE = {"DeepSeek-R1-Glider":Glider, "DeepSeekR1-LAMBDA":LambdaChat,"DeepSeekR1":DeepInfraChat,"deepseek-slow":TypeGPT}
REASONING_QWQ = {"qwq-32b":DeepInfraChat}
CHAT_CORRESPONDANCE = {"DeepSeek-V3":DeepInfraChat}
client = Client()
genai.configure(api_key="AIzaSyAQgAtQPpY0bQaCqCISGxeyF6tpDePx-Jg")
modell = genai.GenerativeModel('gemini-1.5-pro')
generation_config = {
"temperature": 1,
"top_p": 0.95,
"top_k": 40,
"max_output_tokens": 8192,
"response_mime_type": "text/plain",
}
model2flash = genai.GenerativeModel(
model_name="gemini-2.0-flash-thinking-exp",
generation_config=generation_config,
)
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,model="gpt-4"):
print(messages)
if len(messages) ==1:
messages[0]["role"]="user"
response = completion(
model="gemini/gemini-2.0-flash",
messages=messages
)
return str(response.choices[0].message.content)
def gpt4stream(messages,model,api_keys):
print(f"-------{model}--------")
global llmfree
global llmdeepseek
global llmgroq
if model in deepinframodels:
try:
response = client.chat.completions.create(
provider=DeepInfraChat,
model=model,
messages=messages,
stream=True
# Add any other necessary parameters
)
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=="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=="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=="gemini-2.0-flash-thinking-exp-01-21":
for key in gemini_api_keys:
try:
os.environ["GEMINI_API_KEY"] =key
response = completion(model="gemini/gemini-2.0-flash-thinking-exp-01-21", 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
break
except Exception as e:
helper.q.put_nowait(str(e))
pass
helper.q.put_nowait("RESULT: "+cunk)
elif model=="gemini-2.5-pro-exp-03-25" :
for key in gemini_api_keys:
try:
os.environ["GEMINI_API_KEY"] =key
response = completion(model="gemini/gemini-2.5-pro-exp-03-25", 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
break
except:
pass
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:
cunk=cunk+(part.choices[0].delta.content or "")
if helper.stopped:
clear()
break
if "```json" not in cunk or "```" not in cunk:
helper.q.put_nowait(part.choices[0].delta.content or "")
break
except Exception as e:
#helper.q.put_nowait(str(e))
pass
print("STOPPING")
helper.q.put_nowait("RESULT: "+cunk)
elif model=="deepseek-reasoner" :
cunk=""
providers=REASONING_QWQ
helper.q.put_nowait("<think>")
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+(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
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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