Enterprise AI

Enterprise Retrieval-Augmented Generation Platform

A production-oriented enterprise knowledge assistant that transforms technical PDF collections into conversational engineering intelligence through semantic retrieval, cross-encoder reranking, and grounded LLM responses.

Problem

Why ChatPDF?

Engineering organizations generate thousands of pages of classification rules, technical reports, regulations, manuals, and project documentation. Finding precise information inside these documents is slow, error-prone, and heavily dependent on expert knowledge. ChatPDF was designed as an Enterprise Retrieval-Augmented Generation platform to bridge this gap.

Demo

Video Walkthrough

Demonstration of Retrieval-Augmented Generation platform

Architecture

System Architecture

Pipeline

Inference Workflow

PDF
Chunking
Embedding
FAISS
Cross Encoder
LLM
Grounded Answer
Engineering Decisions

Sentence Transformers

High-quality semantic embeddings for engineering documents.

FAISS

Fast similarity search over enterprise knowledge bases.

Cross Encoder

Improves retrieval precision before LLM generation.

Grounded Responses

Every answer references original source documents.

Gallery

Screenshots

UI screenshots of the ChatPDF.

Future Roadmap

Hybrid Search

Multi-Agent RAG

Knowledge Graph

Enterprise Deployment