Artificial Intelligence

DocMind — RAG Document Intelligence Platform

DocMind is a production-ready Retrieval-Augmented Generation platform built for enterprise knowledge retrieval. It ingests PDFs, Word docs, spreadsheets, and web pages, chunks and embeds them into a vector database, then answers natural-language queries with precise, source-cited responses. Designed for accuracy, reliability, and cost efficiency.

RAG PipelinesLLM IntegrationDocument AI
2024
6 months
Confidential
DocMind — RAG Document Intelligence Platform

Key Features

  • Multi-format Ingestion: PDF, DOCX, XLSX, HTML, and web scraping
  • Hybrid Search: Combines semantic vector search with BM25 keyword search
  • Source Citations: Every answer includes exact document references
  • Cost Optimization: Smart caching and model routing cuts API costs by 55%
  • Multi-tenant: Isolated knowledge bases per organisation with RBAC
  • Streaming Responses: Real-time token-by-token streaming with fallback chains

Technology Stack

Framework

FastAPI + Next.js

Platform

Web / Cloud

Language

Python + TypeScript

App Type

Enterprise AI Platform

Tools & Services
LangChainPineconeOpenAIPostgreSQLRedis

Ready to Build Something Like This?

Let's collaborate and bring your vision to life with production-grade engineering.

View More Projects