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https://github.com/shaadclt/gemini-langchain-multipdf-chatbot
Gemini-Powered-MultiPDF-Chatbot is a Streamlit application that leverages Google Generative AI Gemini and LangChain for conversational question-answering based on PDF documents. This chatbot allows users to ask questions related to the content of uploaded PDF files.
https://github.com/shaadclt/gemini-langchain-multipdf-chatbot
gemini langchain streamlit
Last synced: about 2 months ago
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Gemini-Powered-MultiPDF-Chatbot is a Streamlit application that leverages Google Generative AI Gemini and LangChain for conversational question-answering based on PDF documents. This chatbot allows users to ask questions related to the content of uploaded PDF files.
- Host: GitHub
- URL: https://github.com/shaadclt/gemini-langchain-multipdf-chatbot
- Owner: shaadclt
- Created: 2024-02-28T17:26:57.000Z (11 months ago)
- Default Branch: main
- Last Pushed: 2024-02-29T09:30:18.000Z (11 months ago)
- Last Synced: 2024-04-20T20:54:06.402Z (10 months ago)
- Topics: gemini, langchain, streamlit
- Language: Python
- Homepage: https://multipdf-chat-gemini.streamlit.app/
- Size: 7.81 KB
- Stars: 3
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Gemini-Powered-MultiPDF-Chatbot
Gemini-Powered-MultiPDF-Chatbot is a Streamlit application that leverages Google Generative AI Gemini and LangChain for conversational question-answering based on PDF documents. This chatbot allows users to ask questions related to the content of uploaded PDF files.
## Features
- **Conversational Chatbot:** Utilizes Google Generative AI for conversational question-answering.
- **PDF Processing:** Extracts text from uploaded PDF files.
- **Vectorization:** Converts text chunks into embeddings for efficient similarity search.
- **User Interaction:** Users can ask questions related to the content of PDF files.
## Usage
1. Installation
Clone the repository:
```bash
git clone https://github.com/shaadclt/Gemini-Powered-MultiPDF-Chatbot.git
cd Gemini-Powered-MultiPDF-Chatbot
```
2. Install dependencies:
```bash
pip install -r requirements.txt
```
3. Running the Application
```bash
streamlit run app.py
```
## Usage Instructions
1. Upload PDF files using the file uploader.
2. Ask questions related to the content of the PDF files in the text input box.
3. Click "Submit & Process" to extract text from the uploaded PDF files and process the user's question.
4. The chatbot will provide an answer based on the context of the uploaded PDF files.
## Dependencies
- Streamlit
- PyPDF2
- langchain
- Google Generative AI
- python-dotenv
## License
This project is licensed under the MIT License.