diff --git a/README.md b/README.md
index 7db80e4..d38cc7e 100644
--- a/README.md
+++ b/README.md
@@ -1,24 +1,116 @@
 # README
 
+In this project, we are using ruby on rails for backend, nextjs for frontend and python script for working with AI related stuff like embeddings, RAG chain etc.
+
 This README would normally document whatever steps are necessary to get the
 application up and running.
 
-Things you may want to cover:
+## Prerequisits:
+
+- Ruby 3.3.0
+- Python3
+- OpenAI API key
+- Weaviate account
+- Huggingface Account
+
+Install required gems and dependencies
+
+```bash
+bundle install
+```
+
+Create database and Run migrations
+
+```bash
+rails db:create
+rails db:migrate
+rails db:seed
+```
+
+Start rails server in 3001 port
+
+```bash
+rails s -p 3001
+```
+
+## Setup Python environment
+
+Install python3:
+```bash
+brew install python
+```
+Check if python is installed or not
+```bash
+python3 --version
+```
+
+Create a Python virtual environment:
+```bash
+python3 -m venv venv
+```
+
+Activate the virtual environment:
+```bash
+source venv/bin/activate # On Linux/macOS
+```
+```bash
+.\venv\Scripts\activate # On Windows
+```
+
+Check if pip is installed or not:
+```bash
+pip --version
+```
+
+If pip is not installed, you can install it using the following command:
+```bash
+python3 -m ensurepip --upgrade
+```
+Install all the packages mentioned in requirements.txt:
+```bash
+pip install -r requirements.txt
+```
+## Setup frontend
+
+Go to the frontend folder to run frontend:
+```bash
+cd nextjs-frontend
+```
+
+This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).
+
+### Getting Started
+
+First, run the development server:
+
+```bash
+npm run dev
+# or
+yarn dev
+# or
+pnpm dev
+# or
+bun dev
+```
+
+Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.
+
+You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file.
 
-* Ruby version
+This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel.
 
-* System dependencies
+### Learn More
 
-* Configuration
+To learn more about Next.js, take a look at the following resources:
 
-* Database creation
+- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API.
+- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial.
 
-* Database initialization
+You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome!
 
-* How to run the test suite
+### Deploy on Vercel
 
-* Services (job queues, cache servers, search engines, etc.)
+The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js.
 
-* Deployment instructions
+Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details.
 
-* ...