From bd11fc17e2514fff58cea3810d74a54ad087ea33 Mon Sep 17 00:00:00 2001 From: Manuel Vergara Date: Sat, 10 Jun 2023 14:24:18 +0200 Subject: [PATCH] Update python-chatGPT course Signed-off-by: Manuel Vergara --- python-chatgpt/README.md | 139 ++++++++++++++++++++++++ python-chatgpt/code/chatbot.py | 53 +++++++++ python-chatgpt/img/python-chatgpt05.png | Bin 0 -> 71719 bytes python-chatgpt/img/python-chatgpt06.png | Bin 0 -> 37581 bytes 4 files changed, 192 insertions(+) create mode 100644 python-chatgpt/code/chatbot.py create mode 100644 python-chatgpt/img/python-chatgpt05.png create mode 100644 python-chatgpt/img/python-chatgpt06.png diff --git a/python-chatgpt/README.md b/python-chatgpt/README.md index cb88f06..8084254 100644 --- a/python-chatgpt/README.md +++ b/python-chatgpt/README.md @@ -250,6 +250,145 @@ if ubicacion: ## TEMA 4 - Aplicaciones Prácticas de Python + ChatGPT +### 4.1. - Chatbot básico + +Lo construimos con un poco de lógica python: +```python +import openai +import os +from dotenv import load_dotenv +load_dotenv() +api_key = os.getenv("OPENAI_API_KEY") +openai.api_key = api_key +def preguntar_chat_gpt(prompt, modelo="text-davinci-002"): + respuesta = openai.Completion.create( + engine=modelo, + prompt=prompt, + n=1, + temperature=1.5, + max_tokens=150 + ) + return respuesta.choices[0].text.strip() +# Bienvenida +print("Bienvenido al chatbot de OpenAI GPT-3. \nEscribe \"salir\" cuando quieras terminar la conversación.") +# Loop para controlar el flujo de la conversación +while True: + ingreso_usuario = input("\nTú: ") + if ingreso_usuario == "salir": + break + prompt = f"Usuario pregunta: {ingreso_usuario}\nChatbot responde: " + respuesta_gpt = preguntar_chat_gpt(prompt) + print(f"Chatbot: {respuesta_gpt}") +``` + +Pero con esto nos encontramos con un problema: No guarda la línia conversacional. Si nos referimos a una respuesta anterior no la recuerda. Se puede ver en esta conversación de besugos: + +![](img/python-chatgpt05.png) + +### 4.2. - Mantener contexto de las conversaciones + +Vamos a crear unas variables para almacenar las conversaciones y crear la funcionalidad necesaria para que cada pregunta se alimente con el historial de la conversación. + +Las variables antes del loop son: +```python +preguntas_anteriores = [] +respuestas_anteriores = [] +``` + +y al principio del loop del control de flujo: +```python +conversacion_historica = "" +``` + +Dentro del loop creamos la lógica para guardar las preguntas y respuestas: +```python +preguntas_anteriores.append(ingreso_usuario) +respuestas_anteriores.append(respuesta_gpt) +``` + +Ahora, debemos alimentar a la variable conversación histórica contodo lo que almacenemos. Lo haremos con un loop for: +```python +for pregunta, respuesta in zip(preguntas_anteriores, respuestas_anteriores): + conversacion_historica += f"Usuario pregunta: {pregunta}\nChatbot responde: {respuesta}\n" +``` + +Ahora debemos añadir en el prompt la conversacion_historica: +```python +conversacion_historica += prompt +``` + +Entonces, a la respuesta_gpt tenemos que cambiar para que la función recoja la converacion_historica. En el print también tenemos que dar directamente la respuesta_gpt porque la conversación ya guarda el diálogo. El código queda así: +```python +import openai +import os +from dotenv import load_dotenv + +load_dotenv() +api_key = os.getenv("OPENAI_API_KEY") + +openai.api_key = api_key + +preguntas_anteriores = [] +respuestas_anteriores = [] + + +def preguntar_chat_gpt(prompt, modelo="text-davinci-002"): + """ + Pregunta a la API de OpenAI GPT-3 + """ + + respuesta = openai.Completion.create( + engine=modelo, + prompt=prompt, + n=1, + temperature=1, + max_tokens=150 + ) + + return respuesta.choices[0].text.strip() + + +# Bienvenida +print("Bienvenido al chatbot de OpenAI GPT-3. \nEscribe \"salir\" cuando quieras terminar la conversación.") + +# Loop para controlar el flujo de la conversación +while True: + + conversacion_historica = "" + + ingreso_usuario = input("\nTú: ") + + if ingreso_usuario == "salir": + break + + for pregunta, respuesta in zip(preguntas_anteriores, respuestas_anteriores): + conversacion_historica += f"Usuario pregunta: {pregunta}\nChatbot responde: {respuesta}\n" + + prompt = f"Usuario pregunta: {ingreso_usuario}" + conversacion_historica += prompt + respuesta_gpt = preguntar_chat_gpt(conversacion_historica) + + print(f"{respuesta_gpt}") + + preguntas_anteriores.append(ingreso_usuario) + respuestas_anteriores.append(respuesta_gpt) +``` + +Y el chatbot ya recuerda la conversación: + +![](img/python-chatgpt06.png) + +### 4.3. - Generación de contenido y resúmenes automáticos + + +### 4.4. - Análisis de sentimiento y clasificaciones + + +### 4.5. - Traducción + + + + ## TEMA 5 - Otras consideraciones para la integración diff --git a/python-chatgpt/code/chatbot.py b/python-chatgpt/code/chatbot.py new file mode 100644 index 0000000..a4e6bbe --- /dev/null +++ b/python-chatgpt/code/chatbot.py @@ -0,0 +1,53 @@ +import openai +import os +from dotenv import load_dotenv + +load_dotenv() +api_key = os.getenv("OPENAI_API_KEY") + +openai.api_key = api_key + +preguntas_anteriores = [] +respuestas_anteriores = [] + + +def preguntar_chat_gpt(prompt, modelo="text-davinci-002"): + """ + Pregunta a la API de OpenAI GPT-3 + """ + + respuesta = openai.Completion.create( + engine=modelo, + prompt=prompt, + n=1, + temperature=1, + max_tokens=150 + ) + + return respuesta.choices[0].text.strip() + + +# Bienvenida +print("Bienvenido al chatbot de OpenAI GPT-3. \nEscribe \"salir\" cuando quieras terminar la conversación.") + +# Loop para controlar el flujo de la conversación +while True: + + conversacion_historica = "" + + ingreso_usuario = input("\nTú: ") + + if ingreso_usuario == "salir": + break + + for pregunta, respuesta in zip(preguntas_anteriores, respuestas_anteriores): + conversacion_historica += f"Usuario pregunta: {pregunta}\nChatbot responde: {respuesta}\n" + + prompt = f"Usuario pregunta: {ingreso_usuario}" + conversacion_historica += prompt + respuesta_gpt = preguntar_chat_gpt(conversacion_historica) + + print(f"{respuesta_gpt}") + + preguntas_anteriores.append(ingreso_usuario) + respuestas_anteriores.append(respuesta_gpt) diff 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