Welcome to Multi-Agent RAG Tools, a powerful AI-driven system designed to streamline complex workflows using multiple intelligent agents. Our system efficiently handles:
📌 Text Summarization ✍️ – Get concise summaries of any text, saving time and enhancing readability.📌 Research Article Writing 📝 – Generate and refine high-quality research articles with AI-driven assistance.📌 Data Sanitization 🛡️ – Ensure privacy and compliance by detecting and removing sensitive data.
This project employs Retrieval-Augmented Generation (RAG) and Multi-Agent AI techniques to divide complex tasks among specialized agents, improving efficiency, accuracy, and scalability.
└── mashrufmohd-multi-rag-agent/
├── README.md
├── app.py
├── requirements.txt
├── server.py
├── agents/
│ ├── __init__.py
│ ├── agent_base.py
│ ├── refiner_agent.py
│ ├── sanitize_data_tool.py
│ ├── sanitize_data_validator_agent.py
│ ├── summarize_tool.py
│ ├── summarize_validator_agent.py
│ ├── validator_agent.py
│ ├── write_article_tool.py
│ └── write_article_validator_agent.py
├── frontend/
│ ├── README.md
│ ├── components.json
│ ├── eslint.config.mjs
│ ├── next.config.ts
│ ├── package-lock.json
│ ├── package.json
│ ├── postcss.config.mjs
│ ├── tailwind.config.ts
│ ├── tsconfig.json
│ ├── .gitignore
│ ├── public/
│ └── src/
│ ├── app/
│ │ ├── globals.css
│ │ ├── layout.tsx
│ │ ├── page.tsx
│ │ ├── sanitize/
│ │ │ └── page.tsx
│ │ ├── summarize/
│ │ │ └── page.tsx
│ │ └── write_article/
│ │ └── page.tsx
│ ├── components/
│ │ ├── main-nav.tsx
│ │ ├── theme-provider.tsx
│ │ └── ui/
│ │ ├── button.tsx
│ │ ├── card.tsx
│ │ ├── dialog.tsx
│ │ ├── dropdown-menu.tsx
│ │ ├── form.tsx
│ │ ├── input.tsx
│ │ ├── label.tsx
│ │ ├── select.tsx
│ │ ├── tabs.tsx
│ │ ├── textarea.tsx
│ │ ├── toast.tsx
│ │ └── toaster.tsx
│ ├── hooks/
│ │ └── use-toast.ts
│ └── lib/
│ └── utils.ts
└── utils/
├── __init__.py
└── logger.py
✅ Summarize Text 📚 – Generate concise summaries of any text, making it easier to digest information.
✅ Write & Refine Research Articles 🖋️ – AI-powered content generation that enhances writing quality.
✅ Sanitize Data 🔒 – Identify and remove sensitive or personally identifiable information for security and compliance.
🔹 Clone the repository:
git clone https://github.com/Hiteshydv001/Multi-agent-RAG-tools.git
cd Multi-agent-RAG-tools
🔹 Install dependencies:
pip install -r requirements.txt
Run the Streamlit application with:
streamlit run app.py
🔹 Open the web interface in your browser and choose a task from the sidebar:
- 📚 Summarize Text
- 🖋️ Write & Refine Research Articles
- 🔒 Sanitize Data
This system consists of multiple AI agents specialized for different tasks:
🔹 SummarizeTool 📜 – Extracts key points and condenses lengthy text into readable summaries.
🔹 WriteArticleTool ✍️ – Uses AI-driven techniques to generate well-structured research articles.
🔹 SanitizeDataTool 🔐 – Cleans data by removing confidential or sensitive information.
🔹 RefinerAgent 🛠️ – Enhances clarity, coherence, and overall quality of generated articles.
🔹 ValidatorAgent ✅ – Ensures research articles meet quality and relevance criteria.
🔹 SummarizeValidatorAgent 🔍 – Checks the accuracy and completeness of text summaries.
🔹 SanitizeDataValidatorAgent 🛡️ – Validates the effectiveness of data sanitization techniques.
🎉 Happy Coding! 🚀