| | --- |
| | title: Financial Chatbot |
| | emoji: 💰 |
| | colorFrom: blue |
| | colorTo: green |
| | sdk: streamlit |
| | sdk_version: "1.26.0" |
| | app_file: app.py |
| | pinned: false |
| | --- |
| | |
| |
|
| | Financial Chatbot for Infosys Financial Reports |
| | ------------------------------------------------ |
| | - This is a Retrieval-Augmented Generation (RAG) chatbot designed to answer questions about Infosys financial statements from the last two years (2022-2024). |
| | - The chatbot uses open-source models and advanced retrieval techniques to provide accurate and concise answers. |
| |
|
| | Project Structure |
| | ------------------ |
| | - The project is organized as follows: |
| | ``` |
| | Financial-Chatbot/ |
| | ├── app.py # Streamlit application interface |
| | ├── chroma_db/ # Chroma vector database storage |
| | ├── Infy financial report/ # Folder containing Infosys financial PDFs |
| | │ ├── INFY_2022_2023.pdf |
| | │ └── INFY_2023_2024.pdf |
| | ├── requirements.txt # Python dependencies |
| | ├── utils.py # Core functionality and RAG implementation |
| | └── README.md # This file |
| | ``` |
| |
|
| | Installation |
| | -------------- |
| | Python Version: ```Python 3.10.xx``` |
| |
|
| | Python lib requirements: ```pip install -r requirements.txt``` |
| |
|
| |
|
| | Place PDFs: |
| | ------------ |
| | - Ensure the Infosys financial reports (INFY_2022_2023.pdf and INFY_2023_2024.pdf) are placed in the Infy financial report/ folder. |
| |
|
| |
|
| | Running the Application |
| | ------------------------ |
| | - To start the chatbot, run the following command: |
| |
|
| | ```streamlit run app.py --server.enableCORS false``` |
| |
|
| | - The application will start and provide a local URL (e.g., http://localhost:8501). Open this URL in your browser to interact with the chatbot. |
| |
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| |
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| |
|
