📑 RedlineX – Intelligent Document Compliance POC

AI Redliner helps you automatically review contracts against compliance rules using AI. Just upload your playbook and contract to get a clear, audit-ready report.

• ✅ Open-source LLM (Mistral-7B-Instruct)
• ✅ Retrieval-Augmented Generation (RAG)
• ✅ React frontend
• ✅ ChromaDB for vector storage

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🚀 Features

• 📥 Upload a compliance playbook (rules)
• 📄 Upload a contract or document
• 🔍 Uses RAG to retrieve relevant rules
• 🧠 Sends focused prompt to Mistral-7B-Instruct via Hugging Face Inference API
• 📝 Generates a structured compliance report
• 📥 Download the report in .txt format

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📦 Tech Stack

Layer	Tool/Framework
LLM	Mistral-7B-Instruct via Hugging Face API
RAG	LangChain + ChromaDB + MiniLM embeddings
Vector DB	ChromaDB
Embeddings	HuggingFace SentenceTransformers (all-MiniLM-L6-v2)
UI	React

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🔧 Setup Instructions

1. Clone the Repo

git clone https://github.com/MudadlaYogitha/RedlineX.git

cd AI-Redliner

2. Create Virtual Environment

python -m venv venv

source venv/bin/activate   # Windows: venv\\Scripts\\activate

3. Install Requirements

pip install -r requirements.txt

4. Set Hugging Face API Key

export HF_API_KEY="xxxxxxxxxxxxxx"

5. Run the Backend

uvicorn main:app --reload

5. Run the Frontend

npm start

Sample Compliance Playbook(Rules)

Compliance Playbook – Employee Agreement

1. All employees must be at least 18 years old.
2. Contracts must include a 30-day notice period for termination.
3. A confidentiality clause must be included in all agreements.
4. NDAs must be valid for at least 12 months post-employment.
5. Health insurance benefits must be offered.
6. The job role and responsibilities must be clearly stated.
7. Salary and compensation details must be explicitly mentioned.
8. Work hours and leave policy must be included.
9. The agreement must follow anti-discrimination policies.
10. A dispute resolution clause must be present.

Sample Contract

EMPLOYEE AGREEMENT

This contract is made between AlphaCorp and Jane Doe.

Jane is employed as a Software Engineer with responsibilities related to full-stack development.

Termination policy: Either party may terminate the agreement with a 15-day notice.

No confidentiality or NDA is included in this contract.

Employee is entitled to a base salary and stock options.

The contract adheres to standard company policies, but does not explicitly list working hours or leave policies.

There is no mention of dispute resolution procedures or health insurance.

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🔍 Uploading Files

📑 Compliance Report