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https://github.com/dayana0425/ai-chatbot-ahorramas
Goal: Experiment using OpenAI API, LangChain, Pinecone to perform RAG on financial literacy PDF book & create a chatbot. Deployed to AWS EC2 Server.
https://github.com/dayana0425/ai-chatbot-ahorramas
ec2-instance html-css-javascript langchain-python nextjs openai-api pinecone rag
Last synced: about 2 months ago
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Goal: Experiment using OpenAI API, LangChain, Pinecone to perform RAG on financial literacy PDF book & create a chatbot. Deployed to AWS EC2 Server.
- Host: GitHub
- URL: https://github.com/dayana0425/ai-chatbot-ahorramas
- Owner: dayana0425
- Created: 2024-08-15T22:00:51.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2024-08-29T21:55:48.000Z (4 months ago)
- Last Synced: 2024-08-29T23:55:28.610Z (4 months ago)
- Topics: ec2-instance, html-css-javascript, langchain-python, nextjs, openai-api, pinecone, rag
- Language: JavaScript
- Homepage: https://ahorramas.daianabilbao.xyz
- Size: 1.59 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Ahorra Mas: Your Financial Literacy Companion
Ahorra Mas is a financial literacy AI chatbot based on the principles from the book **I Will Teach You to Be Rich By Ramit Sethi**. It helps you figure out what to do with your first paycheck, setting you up for future financial success.
## Video Demo
https://www.loom.com/share/f5482f09e1844c9e80511b3decac6f3f?sid=acaed24e-6a5e-4bb9-9766-a50d7ee093db
## RAG with PDF Book (I Will Teach You To Be Rich By Ramit Sethi)
https://colab.research.google.com/drive/1NVx_AClKqeU1-UolR1IP2niaUznzhpZc?usp=sharing
## FigJam Project Requirements & Plan
https://www.figma.com/board/tx5xk9vayeS771NDfx3i2h/ai-chatbot-plan?node-id=0-1&t=uxZO9BNzkW1PoGe6-1
## Tech Stack
- **Frontend Framework:**
- Next.js was chosen for its powerful features such as server-side rendering, static site generation, and seamless API routes integration, which are essential for building a fast and efficient user interface.
- **AI Integration:**
- OpenAI API: Powers the AI chatbot with intelligent, conversational interactions on financial literacy and creates embeddings for text data.
- Pinecone: Stores and retrieves these embeddings for efficient and relevant query matching.
- Langchain: Extracts text from PDFs and facilitates the retrieval-augmented generation (RAG) process.
## Hosting and Infrastructure
- **Server Hosting:** [Amazon EC2](https://aws.amazon.com/ec2/)
- The app is deployed on Amazon’s EC2 servers, ensuring scalability and reliability for handling user traffic and API requests.
- **Web Server:** [Caddy](https://caddyserver.com/)
- Caddy is used as the web server due to its simplicity, automatic HTTPS provisioning, and robust performance. It’s configured to serve the Next.js application efficiently.
- **Domain Management:**
- **Subdomain:** The app is hosted on a custom subdomain (`ahorramas.daianabilbao.xyz`) which is managed via [Cloudflare](https://www.cloudflare.com/). Cloudflare provides DNS management, along with enhanced security and performance features, including DDoS protection and caching.
----
This is a [Next.js](https://nextjs.org/) project bootstrapped with [`create-next-app`](https://github.com/vercel/next.js/tree/canary/packages/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.js`. The page auto-updates as you edit the file.
This project uses [`next/font`](https://nextjs.org/docs/basic-features/font-optimization) to automatically optimize and load Inter, a custom Google Font.
## Learn More
To learn more about Next.js, take a look at the following resources:
- [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.
You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js/) - your feedback and contributions are welcome!
## Deploy on Vercel
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.
Check out our [Next.js deployment documentation](https://nextjs.org/docs/deployment) for more details.