From 51f33a9b6c4d13f8d12d75c230d8edbf2ac74160 Mon Sep 17 00:00:00 2001
From: Pierre-Edouard Portier <p6e7p7@freeshell.org>
Date: Thu, 23 Nov 2023 22:25:07 +0100
Subject: [PATCH] Notebook

---
 transcribe.ipynb | 189 +++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 189 insertions(+)
 create mode 100644 transcribe.ipynb

diff --git a/transcribe.ipynb b/transcribe.ipynb
new file mode 100644
index 0000000..977991b
--- /dev/null
+++ b/transcribe.ipynb
@@ -0,0 +1,189 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bc566fe1-26f3-4e4f-9c62-ef5e480e0055",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "from openai import OpenAI"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b1f11cc6-4daa-4563-8dc0-fcb763b3c44f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "client = OpenAI()\n",
+    "client.api_key = os.getenv('OPENAI_API_KEY')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "87169d33-5a39-4270-91d7-50353b888a80",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def transcrire_audio(fichier_audio):\n",
+    "    reponse = client.audio.transcriptions.create(\n",
+    "        model=\"whisper-1\",\n",
+    "        file=open(fichier_audio, \"rb\"),\n",
+    "        language=\"fr\"\n",
+    "    )\n",
+    "    return reponse.text"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "89eb827d-abb9-4b46-92be-f26c02e3ba4c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def resumer_texte(texte):\n",
+    "    completion = client.chat.completions.create(\n",
+    "      model=\"gpt-4\",\n",
+    "      messages=[\n",
+    "        {\"role\": \"system\", \"content\": \"Tu es un assistant personnel compétent, utile et pertinent.\"},\n",
+    "        {\"role\": \"user\", \"content\": \"\"\"\n",
+    "Tu dois résumer un texte qui est une transcription d'un enregistrement audio d'une intervention faite à l'occasion d'une conférence.\n",
+    "\n",
+    "Tu dois d'abord proposer un court paragraphe de résumé du contexte global de l'intervention du conférencier.\n",
+    "Puis, tu dois proposer une synthèse de l'intervention sous forme d'une liste à puces.\n",
+    "La liste à puces doit être organisée sur au maximum 2 niveaux hiérarchiques.\n",
+    "Les entrées de la liste à puces doivent être très synthétiques, exprimées en quelques mots.\n",
+    "Il est très important que le résumé n'omette pas d'informations importantes.\n",
+    "Tu dois bien mettre en relief les données chiffrées mentionnés durant le discours. \n",
+    "\n",
+    "Le résultat doit être au format Markdown. La réponse doit contenir uniquement le code Markdown et rien d'autre.\n",
+    "Voici le modèle de réponse au format Markdown :\n",
+    "\n",
+    "# Un titre pour le résumé\n",
+    "## Contexte\n",
+    "Court paragraphe qui résume le contexte de l'intervention.\n",
+    "## Synthèse\n",
+    "- Premier point important\n",
+    "    - Premier détail sur le premier point important.\n",
+    "    - Second détail sur le premier point important.\n",
+    "    - Etc. Etc.\n",
+    "- Second point important\n",
+    "    - Premier détail sur le second point important.\n",
+    "    - Etc. Etc.\n",
+    "- Etc. Etc.\n",
+    "    -Etc. Etc.\n",
+    "    - Etc. Etc.\n",
+    "\n",
+    "Voici le texte que tu dois résumer :\n",
+    "\n",
+    "        \"\"\" + texte}\n",
+    "      ]\n",
+    "    )\n",
+    "    return completion.choices[0].message.content"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "279849d5-56f8-4b59-906e-14992ac10c4a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "texte_transcrit = transcrire_audio('../transcribe_data/jardin_du_carrousel_2.m4a')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "382c92b9-1c28-4906-beff-1d9405b765ee",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "texte_transcrit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3c5df824-f3cc-4a51-b1ad-c52695fa475f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "texte_transcrit_2 = transcrire_audio('../transcribe_data/jardin_du_carrousel_1.m4a')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8db68ab5-7351-4872-b5e7-0fe02c9760cb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "texte_transcrit_2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3272e3b0-e758-4d0b-b4bd-01633d2aab20",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "resume_texte_2 = resumer_texte(texte_transcrit_2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0287311f-9c68-4443-bed4-c7fcf2de2344",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(resume_texte_2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c4a18f17-1bf6-48e1-a2d2-c850c2d8c266",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "client.api_key"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "af604560-1798-4817-80c4-3be63ea7d8f6",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "TRANSCRIBE_ENV",
+   "language": "python",
+   "name": "transcribe_env"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.18"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}