https://github.com/chahiriabderrahmane/cdiscount_assistant_chatbot

Cdiscount Assistant Bot - AI-Powered Chatbot for Customer Service with Memory
https://github.com/chahiriabderrahmane/cdiscount_assistant_chatbot

chatbot gemini-ai langchain llama2 pinecone streamlit

Last synced: about 2 months ago
JSON representation

Cdiscount Assistant Bot - AI-Powered Chatbot for Customer Service with Memory

• Host: GitHub
• URL: https://github.com/chahiriabderrahmane/cdiscount_assistant_chatbot
• Owner: ChahiriAbderrahmane
• License: mit
• Created: 2025-03-01T21:16:27.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2025-03-01T22:04:34.000Z (over 1 year ago)
• Last Synced: 2025-03-01T22:20:39.537Z (over 1 year ago)
• Topics: chatbot, gemini-ai, langchain, llama2, pinecone, streamlit
• Homepage:
• Size: 1.11 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          


  

    


  


  


    


      
Cdiscount Chatbot Assistant

    

  

  

  
A Customer Service Chatbot Trained on Cdiscount Data

    🏓

    Demo YouTube

    🔮

    Request Feature








      




## 📝 Table of Contents

1. [Project Overview](#project-overview)

2. [Chatbot Description](#chatbot-description)

3. [Technologies Used](#technologies-used)

4. [Disclaimer](#disclaimer)

5. [Installation](#installation)

6. [Contact](#contact)



### 💬 Chatbot Pages

Check out some examples of the chatbot in action:

1. **Example 1:**

   ![image](https://github.com/ChahiriAbderrahmane/CDiscount_Assistant_Chatbot/blob/master/assets/1.png)

2. **Example 2:**

   ![image](https://github.com/ChahiriAbderrahmane/CDiscount_Assistant_Chatbot/blob/master/assets/2.png)

3. **Example 3:**

   ![image](https://github.com/ChahiriAbderrahmane/CDiscount_Assistant_Chatbot/blob/master/assets/3.png)



## 🔬 **Project Overview** :

### 🎯 **Goal** :

The goal is to develop an AI-powered chatbot that interacts with users by providing relevant and professional responses. This chatbot uses data sourced from the official Cdiscount Q&A section to provide accurate and interactive information.



## 💬 **Chatbot Description** :

The **Cdiscount Chatbot** works as follows:

1. **Data Scraping**: Data is extracted from the official Cdiscount Q&A pages using **Langchain's WebBaseLoader**.

2. **Data Processing**: The scraped content is processed using **Langchain's RecursiveCharacterTextSplitter**.

3. **Embedding**: The processed data is converted into vectors with **llama-text-embed-v2** and stored in **Pinecone**.

4. **User Interaction**: The **Gemini 2.0 Flash** model utilizes the data in Pinecone to interact with users and respond to their questions in a credible and professional manner.

🔎 **Memory Feature**:  

This chatbot has a memory feature that allows it to remember the last 5 messages of the conversation, and this number is scalable, ensuring more context-aware and coherent interactions. By retaining this context, it provides more relevant, personalized responses, improving the overall user experience and maintaining continuity throughout the interaction.

## **📝 Chatbot Architecture**

![chatbot-architecture](https://github.com/ChahiriAbderrahmane/CDiscount_Assistant_Chatbot/blob/master/assets/Architecture_Cdiscount_bot.jpg)



## 🛠️ **Technologies Used** :

  

![LangChain](https://img.shields.io/badge/LangChain-000000?style=for-the-badge&logo=python&logoColor=white)  ![Pinecone](https://img.shields.io/badge/Pinecone-412991?style=for-the-badge&logo=Pinecone&logoColor=white) ![Llama](https://img.shields.io/badge/Llama2-000000?style=for-the-badge&logo=meta&logoColor=white) ![Gemini](https://img.shields.io/badge/Gemini%202.0%20Flash-000000?style=for-the-badge&logo=google&logoColor=white)



## **🚨 Disclaimer :**

This project is a personal initiative and is not affiliated with Cdiscount. It was created for educational and personal development purposes.





## 🖥️ Installation : 

1. Clone the repository:

```git clone it's_private_repository_link```

2. Install the required packages:

```pip install -r .\chatbot_Cdiscount\requirements.txt```

### Usage : 

1. Change directory to :

```cd Chatbot-Cdsicount```

2. Run the app:

```streamlit run .\chatbot_Cdiscount\CdiscountMarketplaceBot.py  ```



## 📨 Contact Me

[LinkedIn](https://www.linkedin.com/in/abderrahmane-chahiri-151b26237/) •

[Gmail](chahiri.abderrahmane.eng@gmail.com) •

[Demo on Youtube](https://youtu.be/slYyGwTECTQ)