Service 05

Retrieval Augmented Generation

Production RAG systems that ground LLM responses in your private data for accurate, trustworthy answers.

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Capabilities

What we ship under this service, production systems.

Q&A Engines
Knowledge Base Search
Contextual Chat
Document Intelligence

Selected projects that demonstrate this service in production.

80% fasterquery resolution

Answerly

An AI-powered Q&A system for e-learning platforms that delivers instant, accurate answers using RAG, FAISS semantic search, and HuggingFace embeddings over a structured knowledge base.

Multi-lingualhealth AI platform

Sehat Guftagu

An AI-powered clinical interview and triage system that conducts bilingual Urdu/English voice interviews, generates SOAP medical reports, and provides a dedicated doctor review portal.

Hallucination-freedocument Q&A

QueryWise

A multi-agent retrieval-augmented generation system enabling intelligent document querying with hallucination prevention and enterprise-grade answer verification.

70% automatedsupport resolution

AI HelpDesk RAG

An AI-powered helpdesk chatbot for university students providing instant, accurate answers about campus policies, handbooks, and guidelines through RAG and web scraping.

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