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Users can ask questions based on the content of these documents, and the app provides accurate, context-aware responses.\\n* It’s designed to help users efficiently navigate and extract insights from large sets of documents, training them to ask more effective and precise questions.\n\n## How it works?\n\nThe application follows these steps to respond to your questions:\n\n- **Files Loading**: The app reads multiple documents and extracts their text content.\n- **Text Chunking**: The extracted text is divided into smaller, manageable chunks for efficient processing.\n- **Language Model**: The application employs a language model to create vector representations (embeddings) of the text chunks.\n- **Similarity Matching**: When a question is asked, the app compares it to the text chunks and identifies those with the highest semantic similarity.\n- **Response Generation**: The selected chunks are input into the language model, which generates a response based on the relevant content from the PDFs.\n\n## Dependencies and Installation\n\nTo install the MultiPDF Chat App, please follow these steps:\n\n### Step 1: Clone the repository\n\n    | git clone https://github.com/Bhavik-Jikadara/multiple-pdfs-querybot.git\n    | cd multiple-pdfs-querybot/\n\n### Step 2: Create a virtualenv (windows user)\n\n    | pip install virtualenv\n    | virtualenv venv\n    | source venv/Scripts/activate\n\n### Step 3: Install the requirements libraries using pip\n\n    | pip install -r requirements.txt\n\n### Step 4: Type this command and run the project\n\n    | streamlit run app.py\n\n## License\n\nThe Multiple PDFs QueryBot is released under the [Apache License 2.0](https://github.com/Bhavik-Jikadara/multiple-pdfs-querybot/blob/main/LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhavik-jikadara%2Fmulti-files-querybot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbhavik-jikadara%2Fmulti-files-querybot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhavik-jikadara%2Fmulti-files-querybot/lists"}