{"id":24970182,"url":"https://github.com/hiteshydv001/multi-rag-agent","last_synced_at":"2025-10-05T04:23:07.746Z","repository":{"id":275384464,"uuid":"925929939","full_name":"mashrufmohd/Multi-Rag-Agent","owner":"mashrufmohd","description":"Multi Rag Agent using gemini    Website link: https://multi-rag-agent.vercel.app/","archived":false,"fork":false,"pushed_at":"2025-03-21T19:01:07.000Z","size":273,"stargazers_count":2,"open_issues_count":1,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-10T12:05:55.923Z","etag":null,"topics":["agents","gemini-api","genai","pyhton","streamlit"],"latest_commit_sha":null,"homepage":"https://multi-rag-agent-genai.streamlit.app/","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mashrufmohd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-02-02T05:02:53.000Z","updated_at":"2025-03-29T14:07:01.000Z","dependencies_parsed_at":"2025-04-10T11:47:03.531Z","dependency_job_id":"617a4686-6dee-4e55-b4fc-f6f7d5af71f3","html_url":"https://github.com/mashrufmohd/Multi-Rag-Agent","commit_stats":null,"previous_names":["hiteshydv001/multi-rag-agent","mashrufmohd/multi-rag-agent"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mashrufmohd%2FMulti-Rag-Agent","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mashrufmohd%2FMulti-Rag-Agent/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mashrufmohd%2FMulti-Rag-Agent/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mashrufmohd%2FMulti-Rag-Agent/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mashrufmohd","download_url":"https://codeload.github.com/mashrufmohd/Multi-Rag-Agent/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249215995,"owners_count":21231525,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agents","gemini-api","genai","pyhton","streamlit"],"created_at":"2025-02-03T15:56:31.538Z","updated_at":"2025-10-05T04:23:02.687Z","avatar_url":"https://github.com/mashrufmohd.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"🚀 Multi-Agent RAG Tools\n========================\n\n🌟 Project Overview\n-------------------\n\nWelcome to **Multi-Agent RAG Tools**, a powerful AI-driven system designed to streamline complex workflows using multiple intelligent agents. Our system efficiently handles:\n\n📌 **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.\n\nThis project employs **Retrieval-Augmented Generation (RAG)** and **Multi-Agent AI techniques** to divide complex tasks among specialized agents, improving efficiency, accuracy, and scalability.\n\n### Preview: \n![image](https://github.com/user-attachments/assets/41f48b42-4c9a-4e42-b3f9-877f64201e83)\n\n#\n📂 Project Structure\n--------------------\n\n```\n└── mashrufmohd-multi-rag-agent/\n    ├── README.md\n    ├── app.py\n    ├── requirements.txt\n    ├── server.py\n    ├── agents/\n    │   ├── __init__.py\n    │   ├── agent_base.py\n    │   ├── refiner_agent.py\n    │   ├── sanitize_data_tool.py\n    │   ├── sanitize_data_validator_agent.py\n    │   ├── summarize_tool.py\n    │   ├── summarize_validator_agent.py\n    │   ├── validator_agent.py\n    │   ├── write_article_tool.py\n    │   └── write_article_validator_agent.py\n    ├── frontend/\n    │   ├── README.md\n    │   ├── components.json\n    │   ├── eslint.config.mjs\n    │   ├── next.config.ts\n    │   ├── package-lock.json\n    │   ├── package.json\n    │   ├── postcss.config.mjs\n    │   ├── tailwind.config.ts\n    │   ├── tsconfig.json\n    │   ├── .gitignore\n    │   ├── public/\n    │   └── src/\n    │       ├── app/\n    │       │   ├── globals.css\n    │       │   ├── layout.tsx\n    │       │   ├── page.tsx\n    │       │   ├── sanitize/\n    │       │   │   └── page.tsx\n    │       │   ├── summarize/\n    │       │   │   └── page.tsx\n    │       │   └── write_article/\n    │       │       └── page.tsx\n    │       ├── components/\n    │       │   ├── main-nav.tsx\n    │       │   ├── theme-provider.tsx\n    │       │   └── ui/\n    │       │       ├── button.tsx\n    │       │       ├── card.tsx\n    │       │       ├── dialog.tsx\n    │       │       ├── dropdown-menu.tsx\n    │       │       ├── form.tsx\n    │       │       ├── input.tsx\n    │       │       ├── label.tsx\n    │       │       ├── select.tsx\n    │       │       ├── tabs.tsx\n    │       │       ├── textarea.tsx\n    │       │       ├── toast.tsx\n    │       │       └── toaster.tsx\n    │       ├── hooks/\n    │       │   └── use-toast.ts\n    │       └── lib/\n    │           └── utils.ts\n    └── utils/\n        ├── __init__.py\n        └── logger.py\n```\n#\n✨ Features\n----------\n\n✅ **Summarize Text** 📚 – Generate concise summaries of any text, making it easier to digest information.\n\n✅ **Write \u0026 Refine Research Articles** 🖋️ – AI-powered content generation that enhances writing quality.\n\n✅ **Sanitize Data** 🔒 – Identify and remove sensitive or personally identifiable information for security and compliance.\n#\n🛠️ Installation Guide\n----------------------\n\n🔹 Clone the repository:\n\n```\n    git clone https://github.com/Hiteshydv001/Multi-agent-RAG-tools.git  \n    cd Multi-agent-RAG-tools  \n```\n\n🔹 Install dependencies:\n\n```\n   pip install -r requirements.txt   \n   ```\n\n🚀 Running the Application\n--------------------------\n\nRun the **Streamlit application** with:\n\n`\n   streamlit run app.py   \n   `\n\n🔹 Open the web interface in your browser and choose a task from the sidebar:\n\n*   📚 **Summarize Text**\n*   🖋️ **Write \u0026 Refine Research Articles**\n*   🔒 **Sanitize Data**\n    \n#\n🤖 Agents\n---------\n\nThis system consists of multiple AI agents specialized for different tasks:\n\n🔹 **SummarizeTool** 📜 – Extracts key points and condenses lengthy text into readable summaries.\n\n🔹 **WriteArticleTool** ✍️ – Uses AI-driven techniques to generate well-structured research articles.\n\n🔹 **SanitizeDataTool** 🔐 – Cleans data by removing confidential or sensitive information.\n\n🔹 **RefinerAgent** 🛠️ – Enhances clarity, coherence, and overall quality of generated articles.\n\n🔹 **ValidatorAgent** ✅ – Ensures research articles meet quality and relevance criteria.\n\n🔹 **SummarizeValidatorAgent** 🔍 – Checks the accuracy and completeness of text summaries.\n\n🔹 **SanitizeDataValidatorAgent** 🛡️ – Validates the effectiveness of data sanitization techniques.\n\n#\n\n🔗 Connect with Us!\n-------------------\n\n* 📌 [**LinkedIn**](https://www.linkedin.com/in/hitesh-kumar-aiml/)🔗\n* 📌 [**GitHub**](https://github.com/Hiteshydv001)🔗\n\n🎉 _Happy Coding!_ 🚀\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhiteshydv001%2Fmulti-rag-agent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhiteshydv001%2Fmulti-rag-agent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhiteshydv001%2Fmulti-rag-agent/lists"}