updated Readme.md

README.md

@@ -9,4 +9,31 @@ app_file: app.py
 pinned: false
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+# Summarization with txtai
+
+This project allows you to summarize text and documents using the `txtai` library. The app provides an easy-to-use interface powered by **Streamlit** to input text or upload documents and get concise summaries generated through machine learning models.
+
+## Features
+- **Text Summarization:** Input text and get a summarized version.
+- **Document Summarization:** Upload documents (e.g., PDFs) and receive a concise summary.
+- **Streamlit UI:** A simple and intuitive interface to interact with the summarization engine.
+
+## Technologies
+- `txtai` for semantic search and text summarization
+- `Streamlit` for building the user interface
+- `PyPDF2` for reading PDF files
+
+## How to Run:
+
+1. Clone the repository and navigate into the project directory.
+2. Install the dependencies by running `pip install -r requirements.txt`.
+3. Start the Streamlit app with `streamlit run app.py`.
+4. Access the app on your browser (usually at `http://localhost:8501`), where you can input text or upload documents for summarization.
+
+# Author
+Developed by Abdul Rahman H
+
+## Show Your Support
+If you like this project, please give a⭐  
+
  

requirements.txt

@@ -1,5 +1,4 @@
 txtai[all]
 streamlit
 PyPDF2
-#python-dotenv
-#langchain_2
+