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Chat with Documents using LLM revolutionizes information retrieval by using Large Language Models like GPT-3.5 to enable dynamic, conversational interactions with documents. This approach surpasses traditional keyword-based searches, allowing users to naturally extract insights, summaries, and specific information.
Tech Stack
A DocsGPT using:
Next.js 13 (App Router) in TypeScript
Database
Drizzle ORM
Neon (Serverless PostgreSQL)
AI-related
Pinecone (Vector Database)
Langchain
OpenAI SDK
Vercel AI SDK
API schema validation: Zod
Object Storage: AWS JavaScript SDK v2
Payment: Stripe SDK
Styling: Tailwind CSS
Third-Party UI Components
React Dropzone
React Hot Toast
shadcn-ui
Lucide icons
Usage
Add a .env according to .env.example
mv .env.example .env
Install dependencies using pnpm
pnpm install
# start development server
pnpm run dev
# build for production
pnpm run build
# start production server
pnpm run start
Project Group Members
Arjun Kadam
Simran Pathan
Vaibhav Pandarkar
Vaishnavi Raykar
Mentor
Prof. Swati Bhosale
About
DocsGPT: Unlock the conversation within your documents | Upload --> Ask --> Interact