Initial commit

README.md

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----
-license: gpl
----
+# Asistente Jurídico Penal
+
+Un asistente jurídico basado en IA que proporciona información sobre el Código Penal español.
+
+## Instalación
+
+1. Clonar el repositorio:
+   ```bash
+   git clone https://github.com/usuario/legal-assistant.git
+
+2. Instalar dependencias:
+   ```bash
+   pip install -r requirements.txt
+
+3. Crear archivo .env con tu API key de OpenAI:
+   ```bash
+
+4. Uso:
+   Abrir legal_assistant.ipynb en Jupyter Notebook/Lab y ejecutar las celdas en orden.
+
+* Licencia:
+MIT License
+
+
+
+
+
+
+   

asistente_legal.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "intro-markdown",
+   "metadata": {},
+   "source": [
+    "# 🎓 Asistente Jurídico Penal con OpenAI y Gradio\n",
+    "\n",
+    "Este notebook implementa un asistente jurídico especializado en derecho penal español utilizando la API de OpenAI y Gradio para la interfaz de usuario.\n",
+    "\n",
+    "## Requisitos\n",
+    "- Python 3.8+\n",
+    "- openai\n",
+    "- gradio\n",
+    "- python-dotenv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "6fc9dac1-93e9-4ecf-a1c8-809518a2b9ff",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
+    }
+   ],
+   "source": [
+    "!pip install openai gradio python-dotenv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "imports-cell",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import gradio as gr\n",
+    "from openai import OpenAI\n",
+    "from dotenv import load_dotenv\n",
+    "\n",
+    "# Cargar variables de entorno\n",
+    "load_dotenv()\n",
+    "\n",
+    "# Configurar cliente OpenAI\n",
+    "client = OpenAI(\n",
+    "    api_key=os.getenv(\"OPENAI_API_KEY\")\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "prompt-config",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Sistema de prompt mejorado\n",
+    "SYSTEM_PROMPT = \"\"\"Eres un abogado penalista español experto en el Código Penal español. \n",
+    "Tu objetivo es responder con precisión, citando la legislación vigente y proporcionando contexto legal actualizado.\n",
+    "\n",
+    "### **Instrucciones de Respuesta:**\n",
+    "1. **Cita legal precisa:** \n",
+    "   - Menciona siempre los artículos específicos del Código Penal español al inicio.\n",
+    "   - Si el delito ha sido modificado en reformas recientes, indica en qué consistió la reforma.\n",
+    "\n",
+    "2. **Estructura clara:**  \n",
+    "   - Define el **tipo básico del delito**.\n",
+    "   - Explica los **subtipos agravados y atenuados** si existen.\n",
+    "   - Cita los artículos correspondientes.\n",
+    "\n",
+    "3. **Jurisprudencia relevante:**  \n",
+    "   - Menciona sentencias recientes del Tribunal Supremo cuando sea posible.\n",
+    "\n",
+    "4. **Advertencia legal:**  \n",
+    "   - Aclara que es información general y no constituye asesoramiento legal.\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "functions-cell",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Historial global de chat\n",
+    "chat_history = []\n",
+    "\n",
+    "def consulta_penalista(mensaje, tipo_consulta):\n",
+    "    \"\"\"Procesa una consulta jurídica y devuelve la respuesta del modelo.\"\"\"\n",
+    "    global chat_history\n",
+    "    chat_history.append({\"role\": \"user\", \"content\": f\"[{tipo_consulta}] {mensaje}\"})\n",
+    "    \n",
+    "    try:\n",
+    "        respuesta = client.chat.completions.create(\n",
+    "            model=\"gpt-4-turbo\",\n",
+    "            messages=[{\"role\": \"system\", \"content\": SYSTEM_PROMPT}] + chat_history,\n",
+    "            temperature=0.3\n",
+    "        )\n",
+    "        \n",
+    "        respuesta_texto = respuesta.choices[0].message.content\n",
+    "        chat_history.append({\"role\": \"assistant\", \"content\": respuesta_texto})\n",
+    "        \n",
+    "        historial_formateado = \"\\n\\n\".join([\n",
+    "            f\"{'Usuario' if msg['role'] == 'user' else 'Asistente'}: {msg['content']}\"\n",
+    "            for msg in chat_history\n",
+    "        ])\n",
+    "        \n",
+    "        return respuesta_texto, historial_formateado\n",
+    "    \n",
+    "    except Exception as e:\n",
+    "        return f\"Error al procesar la solicitud: {str(e)}\", \"\\n\".join(str(m) for m in chat_history)\n",
+    "\n",
+    "def limpiar_historial():\n",
+    "    \"\"\"Limpia el historial de conversación.\"\"\"\n",
+    "    global chat_history\n",
+    "    chat_history = []\n",
+    "    return \"\", \"Historial limpiado.\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "interface-cell",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "* Running on local URL:  http://127.0.0.1:7860\n",
+      "\n",
+      "To create a public link, set `share=True` in `launch()`.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div><iframe src=\"http://127.0.0.1:7860/\" width=\"100%\" height=\"500\" allow=\"autoplay; camera; microphone; clipboard-read; clipboard-write;\" frameborder=\"0\" allowfullscreen></iframe></div>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": []
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# Interfaz de usuario con Gradio\n",
+    "interfaz = gr.Blocks()\n",
+    "\n",
+    "with interfaz:\n",
+    "    gr.Markdown(\"# ⚖️ Asistente Jurídico Penal\")\n",
+    "    gr.Markdown(\"Realiza consultas sobre derecho penal y recibe respuestas fundamentadas.\")\n",
+    "    \n",
+    "    tipo_consulta = gr.Radio(\n",
+    "        choices=[\"Asesoría General\", \"Jurisprudencia\", \"Redacción de Documentos\"],\n",
+    "        label=\"Tipo de Consulta\",\n",
+    "        value=\"Asesoría General\"\n",
+    "    )\n",
+    "    \n",
+    "    entrada_texto = gr.Textbox(\n",
+    "        label=\"Pregunta Jurídica\",\n",
+    "        placeholder=\"Escribe tu consulta aquí...\"\n",
+    "    )\n",
+    "    \n",
+    "    with gr.Row():\n",
+    "        boton_enviar = gr.Button(\"Consultar\")\n",
+    "        boton_limpiar = gr.Button(\"Limpiar Historial\")\n",
+    "    \n",
+    "    salida_texto = gr.Textbox(label=\"Respuesta\")\n",
+    "    historial_texto = gr.Textbox(\n",
+    "        label=\"Historial de Conversación\",\n",
+    "        interactive=False,\n",
+    "        lines=10\n",
+    "    )\n",
+    "    \n",
+    "    boton_enviar.click(\n",
+    "        consulta_penalista,\n",
+    "        inputs=[entrada_texto, tipo_consulta],\n",
+    "        outputs=[salida_texto, historial_texto]\n",
+    "    )\n",
+    "    \n",
+    "    boton_limpiar.click(\n",
+    "        limpiar_historial,\n",
+    "        outputs=[salida_texto, historial_texto]\n",
+    "    )\n",
+    "\n",
+    "interfaz.launch()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "f2501b07-b488-4edd-b1d5-689a9e6f16f5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+     ]
+    }
+   ],
+   "source": [
+    "!pip install -U \"huggingface_hub[cli]\""
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

requirements.txt

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+openai>=1.0.0
+gradio>=4.0.0
+python-dotenv>=1.0.0