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-# ChatPDF - Conversation Style Question Answering with PDFs
+## ChatPDF - Conversation Style Question Answering with PDFs
 
 ChatPDF is an application designed to provide super fast, conversation-style question answering from any PDF documents.
 
-![](assets/ChatPDF.jpg)
-
-ChatPDF is a smart, user-friendly tool that integrates state-of-the-art AI models with text extraction and embedding capabilities to create a unique, conversational interaction with your PDF documents. 
-
-Simply upload your PDF, ask your questions, and ChatPDF will deliver the most relevant answers directly from your document.
-
-
-## Features
-
-1. PDF text extraction: ChatPDF accepts PDF files, from which it extracts the text in an intelligent manner.
-2. Document chunking: The extracted text is split into manageable chunks, enabling efficient processing.
-3. Text embedding: The chunks are embedded using sophisticated natural language processing techniques and stored in a vector database.
-4. Fast querying: Upon user query, the application swiftly identifies the most relevant document chunks from the vector database.
-5. AI-powered answers: The selected chunks are then passed to a large language model (LLM), which generates detailed, coherent responses.
-
+ChatPDF is a smart, user-friendly tool that integrates state-of-the-art AI models with text extraction and embedding capabilities to create a unique, conversational interaction with your PDF documents.
+Simply upload your PDF, ask your questions, and ChatPDF will deliver the most relevant answers directly from your document.