Transform how you interact with PDFs using Langchain, Google Gemini Pro, and FAISS Vector DB!
Upload multiple PDFs, extract insights, and chat with them in real-time. 🚀✨
AskMyPDF is a Streamlit-powered AI chatbot that lets you upload multiple PDF files and engage in conversations with their content.
Using advanced AI models, it extracts, processes, and understands PDF data, providing instant and accurate responses to your questions.
1️⃣ Upload PDFs – Drag and drop multiple PDF files into the app.
2️⃣ Text Extraction – The app extracts text from all uploaded files.
3️⃣ Text Chunking – Documents are divided into meaningful, searchable chunks.
4️⃣ AI Processing – Google's Gemini Pro generates vector embeddings.
5️⃣ Similarity Search – The app finds the most relevant text chunks.
6️⃣ Response Generation – AI formulates an intelligent response to your query!
🖼️ Architecture Overview:
✅ Multi-Document Conversational AI – Chat with multiple PDFs at once.
✅ Supports PDF & TXT Files – Upload and process documents easily.
✅ Smart Adaptive Chunking – Dynamic text segmentation for improved accuracy.
✅ Powered by AI – Uses Google Gemini Pro, OpenAI GPT-3, Anthropic Claude, and Llama2.
✅ Instant Answers – AI retrieves context-based answers from your PDFs.
✅ Easy-to-Use Interface – A clean and responsive UI powered by Streamlit.
📌 Example AI Output:
git clone https://github.com/YOUR_GITHUB_USERNAME/AskMyPDF.git
cd AskMyPDFpip install -r requirements.txtGet a Google API key from Google MakerSuite.
Create a .env file in the root directory and add:
GOOGLE_API_KEY=<your-api-key-here>
streamlit run app.py1️⃣ Launch the App – Run streamlit run app.py to start the chatbot.
2️⃣ Upload PDFs – Drag and drop multiple PDF files into the sidebar.
3️⃣ Process Files – Click "Process Documents" to extract and prepare data.
4️⃣ Ask Questions – Type your queries in the chatbox and get AI-powered responses.
5️⃣ Enjoy AI-Powered Insights! 🚀
🖼️ Example Conversation:
| 📦 Dependency | 🔹 Purpose |
|---|---|
| Streamlit | Web UI framework |
| Google Generative AI | AI-powered responses |
| Langchain | Conversational AI processing |
| FAISS | Vector search for document retrieval |
| PyPDF2 | Extract text from PDF files |
| python-dotenv | Manage API keys securely |
Want to try AskMyPDF without setup? 🚀
🔗 Try the Live App on Streamlit!
🔹 Support for DOCX & PPTX files 📄
🔹 Integration with Voice Assistants 🎙️
🔹 Advanced Summarization & Report Generation 📊
This project is licensed under the MIT License. See LICENSE for details.
📌 If you find this project useful, drop a ⭐ on GitHub!
Let me know if you'd like any further customization! 😊