🤖 Multi-Domain Question-Answering Chatbot 🚀

Welcome to the Multi-Domain Q&A Chatbot! This chatbot provides an intuitive way to upload files, extract knowledge, and ask questions, all while maintaining a user-friendly experience.

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✨ Features

1. 👤 User Profile Management:

   • Collects the user's name and email to create a personalized JSON file.
   • Stores user information for better interaction and future use.

2. 📂 File Uploads:

   • Supports file uploads in three domains (specific domains, e.g., Finance, Healthcare, Education).
   • Processes and extracts data from the uploaded files.

3. 🧠 ChromaDB Vector Storage:

   • Converts file data into embeddings and saves it in a ChromaDB database.
   • Enables fast and efficient knowledge retrieval for Q&A.

4. ❓ Smart Question Answering:

   • Users can ask questions related to the uploaded files.
   • Provides detailed answers, including page numbers and file names for reference.

5. 📜 General Chat Capabilities:

   • Engages with users in a friendly manner when questions are unrelated to the files (e.g., "Hi!" or "Good morning!").
   • Responds with "I don't know the answer to that based on the document." if no context is available.

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🛠️ How It Works

1. User Onboarding:

   • The chatbot takes the user's name and email and saves it in a JSON file for personalization.

2. File Upload & Processing:

   • Users upload files in the supported domains.
   • The chatbot processes the files, extracts information, and stores embeddings in a ChromaDB database.

3. Ask Questions:

   • Users ask questions about the uploaded files.
   • The chatbot retrieves relevant information from the database and provides detailed answers with references (page number and file name).

4. General Chat:

   • For non-file-related questions, the chatbot engages in polite conversation or provides a fallback response.

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📦 Installation

1. Clone the Repository:

   git clone https://github.com/dharmendradiwaker/Multi-Domain-chatbot.git
   cd multi-domain-chatbot

2. Install Dependencies:
   Ensure you have Python installed, then run:

   pip install -r requirements.txt

3. Set Up ChromaDB:

   • Install and configure ChromaDB as your vector storage solution.

4. Run the Chatbot:

   python app.py

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💻 Example Usage

1. Step 1: Provide your name and email.

   User: John.
   email: john@gmail.com
   

2. Step 2: Upload files.

   User: Upload a file (e.g., finance_report.pdf).
   Chatbot: Your file 'finance_report.pdf' has been processed and stored.
   

3. Step 3: Ask questions.

   User: What is the revenue in Q3?
   Chatbot: The revenue in Q3 is $1,000,000 (Page 5, finance_report.pdf).
   

4. Step 4: General conversation.

   User: Good morning!
   Chatbot: Good morning! How can I assist you today?
   

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🎯 Key Benefits

• 🔍 Accurate References: Answers include page numbers and file names for transparency.
• 🌐 Multi-Domain Support: Handles files from multiple domains seamlessly.
• ⚡ Fast Retrieval: Leverages ChromaDB for quick and accurate knowledge extraction.
• 🤝 User-Friendly: Saves user details for personalization and remembers preferences.

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🤝 Contributions

We welcome contributions! To get started:

1. Fork the repository 🍴
2. Create a new branch 🚀
3. Submit a pull request 📬

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