Spaces:
Building
Building
File size: 8,078 Bytes
7a8853f d991b3a 7a8853f 08868c6 7a8853f 77ca53b d991b3a 7a8853f 53aeb8a 7a8853f c677b6f 7a8853f ad2ec99 7a8853f cd7ff2e 7a8853f 08868c6 7a8853f ad2ec99 7a8853f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 |
import os
import helpers.helper as helper
import asyncio
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
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 = ["deepseek-ai/DeepSeek-R1-Turbo","Qwen/QwQ-32B","deepseek-ai/DeepSeek-R1"]
REASONING_CORRESPONDANCE = {"DeepSeek-R1-Glider":Glider, "DeepSeekR1":DeepInfraChat}
REASONING_QWQ = {"qwq-32b":DeepInfraChat}
CHAT_CORRESPONDANCE = {"DeepSeek-V3":DeepInfraChat,"DeepSeek-V3-Blackbox":Blackbox}
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 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 == "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 "")
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 "")
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 "```json" in cunk:
helper.q.put_nowait("RESULT: "+cunk)
else:
helper.q.put_nowait("END")
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 "")
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 "```json" in cunk:
helper.q.put_nowait("RESULT: "+cunk)
else:
helper.q.put_nowait("END")
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 "")
break
except:
del response
pass
helper.q.put_nowait("RESULT: "+cunk)
elif "DeepSeek" in model and "dev" not in model:
cunk=""
if "V3" in model:
providers = CHAT_CORRESPONDANCE
model_name="deepseek-v3"
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 "```json" 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
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:
helper.q.put_nowait(part.choices[0].delta.content or "")
break
except Exception as e:
pass
print("STOPPING")
if "```json" in cunk:
helper.q.put_nowait("RESULT: "+cunk)
else:
helper.q.put_nowait("END")
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")
if "```json" in cunk:
helper.q.put_nowait("RESULT: "+cunk)
else:
helper.q.put_nowait("END")
|