Spaces:
Sleeping
Sleeping
Create chat_process-backUp-19-5-2025.py
Browse files
modules/chatbot/chat_process-backUp-19-5-2025.py
ADDED
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# modules/chatbot/chat_process.py
|
2 |
+
import os
|
3 |
+
import anthropic
|
4 |
+
import logging
|
5 |
+
from typing import Dict, Generator
|
6 |
+
|
7 |
+
logger = logging.getLogger(__name__)
|
8 |
+
|
9 |
+
####################################################
|
10 |
+
class ChatProcessor:
|
11 |
+
def __init__(self):
|
12 |
+
"""Inicializa el procesador de chat con la API de Claude"""
|
13 |
+
api_key = os.environ.get("ANTHROPIC_API_KEY")
|
14 |
+
if not api_key:
|
15 |
+
raise ValueError("No se encontr贸 la clave API de Anthropic. Aseg煤rate de configurarla en las variables de entorno.")
|
16 |
+
self.client = anthropic.Anthropic(api_key=api_key)
|
17 |
+
self.conversation_history = []
|
18 |
+
|
19 |
+
def process_chat_input(self, message: str, lang_code: str) -> Generator[str, None, None]:
|
20 |
+
"""Procesa el mensaje y genera una respuesta"""
|
21 |
+
try:
|
22 |
+
# Agregar mensaje a la historia
|
23 |
+
self.conversation_history.append({"role": "user", "content": message})
|
24 |
+
|
25 |
+
# Generar respuesta usando la API de Claude
|
26 |
+
response = self.client.messages.create(
|
27 |
+
model="claude-3-5-sonnet-20241022",
|
28 |
+
messages=self.conversation_history,
|
29 |
+
max_tokens=8000, # A帽adimos este par谩metro requerido
|
30 |
+
temperature=0.7,
|
31 |
+
)
|
32 |
+
|
33 |
+
# Procesar la respuesta
|
34 |
+
claude_response = response.content[0].text
|
35 |
+
self.conversation_history.append({"role": "assistant", "content": claude_response})
|
36 |
+
|
37 |
+
# Mantener un historial limitado
|
38 |
+
if len(self.conversation_history) > 10:
|
39 |
+
self.conversation_history = self.conversation_history[-10:]
|
40 |
+
|
41 |
+
# Dividir la respuesta en palabras para streaming
|
42 |
+
words = claude_response.split()
|
43 |
+
for word in words:
|
44 |
+
yield word + " "
|
45 |
+
|
46 |
+
except Exception as e:
|
47 |
+
logger.error(f"Error en process_chat_input: {str(e)}")
|
48 |
+
yield f"Error: {str(e)}"
|
49 |
+
|
50 |
+
def get_conversation_history(self) -> list:
|
51 |
+
"""Retorna el historial de la conversaci贸n"""
|
52 |
+
return self.conversation_history
|
53 |
+
|
54 |
+
def clear_history(self):
|
55 |
+
"""Limpia el historial de la conversaci贸n"""
|
56 |
+
self.conversation_history = []
|