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

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
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