Spaces:
Runtime error
Runtime error
Upload Chat.py
Browse files- App_Function_Libraries/Chat.py +88 -49
App_Function_Libraries/Chat.py
CHANGED
|
@@ -8,23 +8,71 @@ import os
|
|
| 8 |
import re
|
| 9 |
import tempfile
|
| 10 |
from datetime import datetime
|
| 11 |
-
|
| 12 |
-
from App_Function_Libraries.DB_Manager import get_conversation_name, save_chat_history_to_database
|
| 13 |
-
from App_Function_Libraries.LLM_API_Calls import chat_with_openai, chat_with_anthropic, chat_with_cohere, \
|
| 14 |
-
chat_with_groq, chat_with_openrouter, chat_with_deepseek, chat_with_mistral, chat_with_huggingface, chat_with_vllm
|
| 15 |
-
from App_Function_Libraries.LLM_API_Calls_Local import chat_with_aphrodite, chat_with_local_llm, chat_with_ollama, \
|
| 16 |
-
chat_with_kobold, chat_with_llama, chat_with_oobabooga, chat_with_tabbyapi
|
| 17 |
-
from App_Function_Libraries.SQLite_DB import load_media_content
|
| 18 |
-
from App_Function_Libraries.Utils import generate_unique_filename
|
| 19 |
-
|
| 20 |
-
|
| 21 |
#
|
| 22 |
# External Imports
|
| 23 |
#
|
| 24 |
# Local Imports
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 25 |
#
|
| 26 |
-
|
| 27 |
####################################################################################################
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 28 |
def chat(message, history, media_content, selected_parts, api_endpoint, api_key, prompt, temperature,
|
| 29 |
system_message=None):
|
| 30 |
try:
|
|
@@ -65,49 +113,13 @@ def chat(message, history, media_content, selected_parts, api_endpoint, api_key,
|
|
| 65 |
logging.debug(f"Debug - Chat Function - Prompt: {prompt}")
|
| 66 |
|
| 67 |
# Use the existing API request code based on the selected endpoint
|
| 68 |
-
|
| 69 |
-
if api_endpoint.lower() == 'openai':
|
| 70 |
-
response = chat_with_openai(api_key, input_data, prompt, temp, system_message)
|
| 71 |
-
elif api_endpoint.lower() == "anthropic":
|
| 72 |
-
response = chat_with_anthropic(api_key, input_data, prompt, temp, system_message)
|
| 73 |
-
elif api_endpoint.lower() == "cohere":
|
| 74 |
-
response = chat_with_cohere(api_key, input_data, prompt, temp, system_message)
|
| 75 |
-
elif api_endpoint.lower() == "groq":
|
| 76 |
-
response = chat_with_groq(api_key, input_data, prompt, temp, system_message)
|
| 77 |
-
elif api_endpoint.lower() == "openrouter":
|
| 78 |
-
response = chat_with_openrouter(api_key, input_data, prompt, temp, system_message)
|
| 79 |
-
elif api_endpoint.lower() == "deepseek":
|
| 80 |
-
response = chat_with_deepseek(api_key, input_data, prompt, temp, system_message)
|
| 81 |
-
elif api_endpoint.lower() == "mistral":
|
| 82 |
-
response = chat_with_mistral(api_key, input_data, prompt, temp, system_message)
|
| 83 |
-
elif api_endpoint.lower() == "llama.cpp":
|
| 84 |
-
response = chat_with_llama(input_data, prompt, temp, system_message)
|
| 85 |
-
elif api_endpoint.lower() == "kobold":
|
| 86 |
-
response = chat_with_kobold(input_data, api_key, prompt, temp, system_message)
|
| 87 |
-
elif api_endpoint.lower() == "ooba":
|
| 88 |
-
response = chat_with_oobabooga(input_data, api_key, prompt, temp, system_message)
|
| 89 |
-
elif api_endpoint.lower() == "tabbyapi":
|
| 90 |
-
response = chat_with_tabbyapi(input_data, prompt, temp, system_message)
|
| 91 |
-
elif api_endpoint.lower() == "vllm":
|
| 92 |
-
response = chat_with_vllm(input_data, prompt, system_message)
|
| 93 |
-
elif api_endpoint.lower() == "local-llm":
|
| 94 |
-
response = chat_with_local_llm(input_data, prompt, temp, system_message)
|
| 95 |
-
elif api_endpoint.lower() == "huggingface":
|
| 96 |
-
response = chat_with_huggingface(api_key, input_data, prompt, temp) # , system_message)
|
| 97 |
-
elif api_endpoint.lower() == "ollama":
|
| 98 |
-
response = chat_with_ollama(input_data, prompt, temp, system_message)
|
| 99 |
-
elif api_endpoint.lower() == "aphrodite":
|
| 100 |
-
response = chat_with_aphrodite(input_data, prompt, temp, system_message)
|
| 101 |
-
else:
|
| 102 |
-
raise ValueError(f"Unsupported API endpoint: {api_endpoint}")
|
| 103 |
-
|
| 104 |
-
return response
|
| 105 |
-
|
| 106 |
except Exception as e:
|
| 107 |
logging.error(f"Error in chat function: {str(e)}")
|
| 108 |
return f"An error occurred: {str(e)}"
|
| 109 |
|
| 110 |
|
|
|
|
| 111 |
def save_chat_history_to_db_wrapper(chatbot, conversation_id, media_content):
|
| 112 |
logging.info(f"Attempting to save chat history. Media content type: {type(media_content)}")
|
| 113 |
try:
|
|
@@ -268,6 +280,33 @@ def update_chat_content(selected_item, use_content, use_summary, use_prompt, ite
|
|
| 268 |
return {}, []
|
| 269 |
|
| 270 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 271 |
#
|
| 272 |
# End of Chat.py
|
| 273 |
##########################################################################################################################
|
|
|
|
| 8 |
import re
|
| 9 |
import tempfile
|
| 10 |
from datetime import datetime
|
| 11 |
+
from pathlib import Path
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 12 |
#
|
| 13 |
# External Imports
|
| 14 |
#
|
| 15 |
# Local Imports
|
| 16 |
+
from App_Function_Libraries.DB.DB_Manager import get_conversation_name, save_chat_history_to_database
|
| 17 |
+
from App_Function_Libraries.LLM_API_Calls import chat_with_openai, chat_with_anthropic, chat_with_cohere, \
|
| 18 |
+
chat_with_groq, chat_with_openrouter, chat_with_deepseek, chat_with_mistral, chat_with_huggingface#, chat_with_vllm
|
| 19 |
+
from App_Function_Libraries.LLM_API_Calls_Local import chat_with_aphrodite, chat_with_local_llm, chat_with_ollama, \
|
| 20 |
+
chat_with_kobold, chat_with_llama, chat_with_oobabooga, chat_with_tabbyapi
|
| 21 |
+
from App_Function_Libraries.DB.SQLite_DB import load_media_content
|
| 22 |
+
from App_Function_Libraries.Utils.Utils import generate_unique_filename
|
| 23 |
#
|
|
|
|
| 24 |
####################################################################################################
|
| 25 |
+
#
|
| 26 |
+
# Functions:
|
| 27 |
+
|
| 28 |
+
def chat_api_call(api_endpoint, api_key, input_data, prompt, temp, system_message=None):
|
| 29 |
+
if not api_key:
|
| 30 |
+
api_key = None
|
| 31 |
+
try:
|
| 32 |
+
logging.info(f"Debug - Chat API Call - API Endpoint: {api_endpoint}")
|
| 33 |
+
logging.info(f"Debug - Chat API Call - API Key: {api_key}")
|
| 34 |
+
logging.info(f"Debug - Chat chat_api_call - API Endpoint: {api_endpoint}")
|
| 35 |
+
if api_endpoint.lower() == 'openai':
|
| 36 |
+
response = chat_with_openai(api_key, input_data, prompt, temp, system_message)
|
| 37 |
+
elif api_endpoint.lower() == "anthropic":
|
| 38 |
+
response = chat_with_anthropic(api_key, input_data, prompt, temp, system_message)
|
| 39 |
+
elif api_endpoint.lower() == "cohere":
|
| 40 |
+
response = chat_with_cohere(api_key, input_data, prompt, temp, system_message)
|
| 41 |
+
elif api_endpoint.lower() == "groq":
|
| 42 |
+
response = chat_with_groq(api_key, input_data, prompt, temp, system_message)
|
| 43 |
+
elif api_endpoint.lower() == "openrouter":
|
| 44 |
+
response = chat_with_openrouter(api_key, input_data, prompt, temp, system_message)
|
| 45 |
+
elif api_endpoint.lower() == "deepseek":
|
| 46 |
+
response = chat_with_deepseek(api_key, input_data, prompt, temp, system_message)
|
| 47 |
+
elif api_endpoint.lower() == "mistral":
|
| 48 |
+
response = chat_with_mistral(api_key, input_data, prompt, temp, system_message)
|
| 49 |
+
elif api_endpoint.lower() == "llama.cpp":
|
| 50 |
+
response = chat_with_llama(input_data, prompt, temp, system_message)
|
| 51 |
+
elif api_endpoint.lower() == "kobold":
|
| 52 |
+
response = chat_with_kobold(input_data, api_key, prompt, temp, system_message)
|
| 53 |
+
elif api_endpoint.lower() == "ooba":
|
| 54 |
+
response = chat_with_oobabooga(input_data, api_key, prompt, temp, system_message)
|
| 55 |
+
elif api_endpoint.lower() == "tabbyapi":
|
| 56 |
+
response = chat_with_tabbyapi(input_data, prompt, temp, system_message)
|
| 57 |
+
#elif api_endpoint.lower() == "vllm":
|
| 58 |
+
# response = chat_with_vllm(input_data, prompt, system_message)
|
| 59 |
+
elif api_endpoint.lower() == "local-llm":
|
| 60 |
+
response = chat_with_local_llm(input_data, prompt, temp, system_message)
|
| 61 |
+
elif api_endpoint.lower() == "huggingface":
|
| 62 |
+
response = chat_with_huggingface(api_key, input_data, prompt, temp) # , system_message)
|
| 63 |
+
elif api_endpoint.lower() == "ollama":
|
| 64 |
+
response = chat_with_ollama(input_data, prompt, temp, system_message)
|
| 65 |
+
elif api_endpoint.lower() == "aphrodite":
|
| 66 |
+
response = chat_with_aphrodite(input_data, prompt, temp, system_message)
|
| 67 |
+
else:
|
| 68 |
+
raise ValueError(f"Unsupported API endpoint: {api_endpoint}")
|
| 69 |
+
|
| 70 |
+
return response
|
| 71 |
+
|
| 72 |
+
except Exception as e:
|
| 73 |
+
logging.error(f"Error in chat function: {str(e)}")
|
| 74 |
+
return f"An error occurred: {str(e)}"
|
| 75 |
+
|
| 76 |
def chat(message, history, media_content, selected_parts, api_endpoint, api_key, prompt, temperature,
|
| 77 |
system_message=None):
|
| 78 |
try:
|
|
|
|
| 113 |
logging.debug(f"Debug - Chat Function - Prompt: {prompt}")
|
| 114 |
|
| 115 |
# Use the existing API request code based on the selected endpoint
|
| 116 |
+
response = chat_api_call(api_endpoint, api_key, input_data, prompt, temp, system_message)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 117 |
except Exception as e:
|
| 118 |
logging.error(f"Error in chat function: {str(e)}")
|
| 119 |
return f"An error occurred: {str(e)}"
|
| 120 |
|
| 121 |
|
| 122 |
+
|
| 123 |
def save_chat_history_to_db_wrapper(chatbot, conversation_id, media_content):
|
| 124 |
logging.info(f"Attempting to save chat history. Media content type: {type(media_content)}")
|
| 125 |
try:
|
|
|
|
| 280 |
return {}, []
|
| 281 |
|
| 282 |
|
| 283 |
+
CHARACTERS_FILE = Path('.', 'Helper_Scripts', 'Character_Cards', 'Characters.json')
|
| 284 |
+
|
| 285 |
+
def save_character(character_data):
|
| 286 |
+
if CHARACTERS_FILE.exists():
|
| 287 |
+
with CHARACTERS_FILE.open('r') as f:
|
| 288 |
+
characters = json.load(f)
|
| 289 |
+
else:
|
| 290 |
+
characters = {}
|
| 291 |
+
|
| 292 |
+
characters[character_data['name']] = character_data
|
| 293 |
+
|
| 294 |
+
with CHARACTERS_FILE.open('w') as f:
|
| 295 |
+
json.dump(characters, f, indent=2)
|
| 296 |
+
|
| 297 |
+
|
| 298 |
+
def load_characters():
|
| 299 |
+
if os.path.exists(CHARACTERS_FILE):
|
| 300 |
+
with open(CHARACTERS_FILE, 'r') as f:
|
| 301 |
+
return json.load(f)
|
| 302 |
+
return {}
|
| 303 |
+
|
| 304 |
+
|
| 305 |
+
def get_character_names():
|
| 306 |
+
characters = load_characters()
|
| 307 |
+
return list(characters.keys())
|
| 308 |
+
|
| 309 |
+
|
| 310 |
#
|
| 311 |
# End of Chat.py
|
| 312 |
##########################################################################################################################
|