AdvChat
Background Paths
Background Paths
Powered by GPT-4o mini + Pinecone

Chat with your docs. Get cited answers.

Upload any PDF. Ask questions in plain English. AdvChat finds the exact source — every time.

How it works

Three steps to insights

01

Upload PDF

Drag and drop any PDF up to 25MB. AdvChat chunks and indexes it instantly.

02

Ask in plain English

Type your question naturally. No special syntax or commands needed.

03

Get cited answers

Receive accurate answers with exact page references you can verify.

Capabilities

Built for real use cases

Source Citations

Every answer links to the exact page in your document.

Real-time Streaming

Answers stream token by token via Server-Sent Events.

Multi-document

Upload multiple PDFs and query across all of them.

Redis Caching

Repeated questions return instantly from cache.

Secure Upload

PDF-only, 25MB limit, files never publicly exposed.

Configurable

Chunk size, overlap, top-K — all tunable via env vars.

Under the hood

Production-grade RAG pipeline

<2s

First token latency

Redis caching on repeated queries returns answers instantly.

Pinecone

1536-dim vector search, namespace-scoped per user.

SSE Streaming

Real-time token streaming via Server-Sent Events from Express.

Production-ready infrastructure

Node.js cluster, graceful shutdown, Zod validation, Winston structured logging.

Node.js clusterPostgreSQLRedisTypeScriptLangChainGPT-4o mini