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README.md

@@ -1,12 +1,6 @@
 ---
-title: Career Conversation
-emoji: 📊
-colorFrom: pink
-colorTo: indigo
-sdk: gradio
-sdk_version: 6.0.2
+title: Career_Conversation
 app_file: app.py
-pinned: false
+sdk: gradio
+sdk_version: 5.49.1
 ---
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+from dotenv import load_dotenv
+from openai import OpenAI
+#from groq import Groq
+import json
+import os
+import requests
+import gradio as gr
+
+
+load_dotenv(override=True)
+
+def push(text):
+    requests.post(
+        "https://api.pushover.net/1/messages.json",
+        data={
+            "token": os.getenv("PUSHOVER_TOKEN"),
+            "user": os.getenv("PUSHOVER_USER"),
+            "message": text,
+        }
+    )
+
+
+def record_user_details(email, name="Name not provided", notes="not provided"):
+    push(f"Recording {name} with email {email} and notes {notes}")
+    return {"recorded": "ok"}
+
+def record_unknown_question(question):
+    push(f"Recording {question}")
+    return {"recorded": "ok"}
+
+record_user_details_json = {
+    "name": "record_user_details",
+    "description": "Use this tool to record that a user is interested in being in touch and provided an email address",
+    "parameters": {
+        "type": "object",
+        "properties": {
+            "email": {
+                "type": "string",
+                "description": "The email address of this user"
+            },
+            "name": {
+                "type": "string",
+                "description": "The user's name, if they provided it"
+            }
+            ,
+            "notes": {
+                "type": "string",
+                "description": "Any additional information about the conversation that's worth recording to give context"
+            }
+        },
+        "required": ["email"],
+        "additionalProperties": False
+    }
+}
+
+record_unknown_question_json = {
+    "name": "record_unknown_question",
+    "description": "Always use this tool to record any question that couldn't be answered as you didn't know the answer",
+    "parameters": {
+        "type": "object",
+        "properties": {
+            "question": {
+                "type": "string",
+                "description": "The question that couldn't be answered"
+            },
+        },
+        "required": ["question"],
+        "additionalProperties": False
+    }
+}
+
+tools = [{"type": "function", "function": record_user_details_json},
+        {"type": "function", "function": record_unknown_question_json}]
+
+
+class Me:
+
+    def __init__(self):
+        self.openai = OpenAI()
+        #self.groq = Groq()
+        self.name = "Reda Baddy"
+
+        with open("me/cv.md", "r", encoding="utf-8") as f:
+            self.resume = f.read()
+        with open("me/summary.txt", "r", encoding="utf-8") as f:
+            self.summary = f.read()
+
+
+    def handle_tool_call(self, tool_calls):
+        results = []
+        for tool_call in tool_calls:
+            tool_name = tool_call.function.name
+            arguments = json.loads(tool_call.function.arguments)
+            print(f"Tool called: {tool_name}", flush=True)
+            tool = globals().get(tool_name)
+            result = tool(**arguments) if tool else {}
+            results.append({"role": "tool","content": json.dumps(result),"tool_call_id": tool_call.id})
+        return results
+    
+    def system_prompt(self):
+        system_prompt = f"You are acting as {self.name}. You are answering questions on {self.name}'s website, \
+particularly questions related to {self.name}'s career, background, skills and experience. \
+Your responsibility is to represent {self.name} for interactions on the website as faithfully as possible. \
+You are given a summary of {self.name}'s background and resume  which you can use to answer questions. \
+Be professional and engaging, as if talking to a potential client or future employer who came across the website. \
+If you don't know the answer to any question, use your record_unknown_question tool to record the question that you couldn't answer, even if it's about something trivial or unrelated to career. \
+If the user is engaging in discussion, try to steer them towards getting in touch via email; ask for their email and record it using your record_user_details tool. "
+
+        system_prompt += f"\n\n## Summary:\n{self.summary}\n\n## Resume:\n{self.resume}\n\n"
+        system_prompt += f"With this context, please chat with the user, always staying in character as {self.name}."
+        return system_prompt
+    
+    def chat(self, message, history):
+        messages = [{"role": "system", "content": self.system_prompt()}] + history + [{"role": "user", "content": message}]
+        done = False
+        while not done:
+            response = self.openai.chat.completions.create(model="gpt-4o-mini", messages=messages, tools=tools)
+            if response.choices[0].finish_reason=="tool_calls":
+                message = response.choices[0].message
+                tool_calls = message.tool_calls
+                results = self.handle_tool_call(tool_calls)
+                messages.append(message)
+                messages.extend(results)
+            else:
+                done = True
+        return response.choices[0].message.content
+    
+
+if __name__ == "__main__":
+    me = Me()
+    gr.ChatInterface(me.chat, type="messages").launch()

me/cv.md

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+**PROFILE**
+
+Étudiant en 2e année de cycle ingénieur à l'EMINES School of
+
+industrial management a l'UM6P
+
+
+
+**EDUCATION**
+
+* EMINES - School Of Industrial Management Sept. 2024 - Now (Graduation Sept 2027)
+
+Élève ingénieur en management industriel
+
+. Projet informatique (Développement d'un système de gestion des employés pour OCP)
+
+. Mécanique des milieux continus (Construction d'un dôme en spaghetti, étude mécanique de contraintes)
+
+. Biomédical Engineering (Simulation numérique du cycle respiratoire dans l'acinus pulmonaire)
+
+. Introduction au management industriel (Developpement d'une strategie d'internationalisation pour une startup IA marocaine, intégrant expansion, gestion de projets, analyse et adaptation aux marchés étrangers.)
+
+. Projet VBA - Power BI, créer un excel standardisé pour un client OCP (responsable qualité) pour automatiser le reporting et l'identification de non conformité aux exigences de clients internes et externes.
+
+
+
+* CPGE Ibn Timiya - Marrakech : 2023 - 2024
+
+2" annee des classes préparatoires aux grandes écoles classe MP\*
+
+
+
+* Lycee Lissane Eddine Ibn Al Khatib - Laayoune : 2022 - 2023
+
+1" année des classes préparatoires aux grandes écoles
+
+
+
+* Lycee Hassan II - Laayoune
+
+Baccalaureat sciences mathématiques option A, mention très bien : 2021 - 2022
+
+
+
+
+
+**EXPERIENCE**
+
+* Stagiaire en observation géologique Région d'Asni: Analyser les formations géologiques et observation des processus géologiques; 14/10/24 - 18/10/24
+* Stage ouvrier en OCP: Stage d'observation du dessalement d'eau de mer et des analyses chimiques en laboratoire industriel; 01/06/25 - 31/06/25
+
+
+
+**CERTIFICATIONS**
+
+* Udemy : Machine Learning A-Z: Al, Python Apprentissage et application des modeles de Machine Learning pour analyses prédictives et prise de décision en Python. Obtenu en 25/08/25
+* Udemy : Artificial Intelligence A-Z 2025: Agentic AI, Gen AI, and RL
+* Coursera : Sequential models
+* (Built a decoder-only transformer like chatGPT)
+* Udemy : AI Engineer Agentic Track: The Complete Agent \& MCP Course
+
+
+
+**SKILLS**
+
+* Capacité d'apprentissage
+* Adaptabilité et flexibilité
+* Esprit de travail en groupe
+* Machine learning models
+* Agentic AI
+* Python
+* Java
+* MySQL
+* Microsoft office
+* Power BI
+* MS project
+* WBS
+
+
+
+**LANGUAGES**
+
+Arabe - langue maternelle
+
+Anglais - bilingue
+
+Français - niveau intermédiaire
+
+
+
+**ACTIVITÉS PARASCOLAIRES**
+
+* Taekwondo : Ceinture noire en taekwondo.
+* Échecs
+* Football
+* Natation

me/summary.txt

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+I am Reda, a motivated engineering student in Morocco, currently in the 2nd year of the engineering cycle at EMINES – School of Industrial Management (UM6P), after two years of CPGE MP*. I am highly interested in AI, machine learning and agentic systems, with Udemy certifications in Machine Learning A-Z, AI Engineer Agentic Track, and Artificial Intelligence A-Z, as well as Coursera training in sequential models. I have built a decoder-only transformer (GPT-style) and I am currently following agentic AI coursework. I enjoy learning, adapting, and working in teams, especially on technical and applied projects.
+
+At EMINES, I have developed an employee management system for OCP, simulated the respiratory cycle in a pulmonary acinus, designed and analyzed a spaghetti geodesic dome using mechanics of continuous media, created a VBA-Power BI solution to automate OCP quality reporting, and contributed to a strategic internationalization plan for a Moroccan AI startup. My technical skills include Python, Java, MySQL, machine learning models, agentic AI, Microsoft Office, Power BI, MS Project and WBS. I have completed internships in geological observation in Asni and industrial desalination of sea water and laboratory analysis at OCP.
+
+I speak Arabic (native), English (bilingual), and French (intermediate). Outside academics, I stay active through swimming, football, and I hold a black belt in Taekwondo. I also enjoy chess and subjects that require precise, mathematical and technical reasoning, and I am curious about how real systems work, from engineering and industrial scheduling to economics, and information dynamics.

requirements.txt

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+requests
+python-dotenv
+gradio
+pypdf
+openai
+openai-agents