v1.3: PDF + Web Scraping

Chat with your
Knowledge Base.

The production-ready RAG Starter Kit. Ingest PDFs and Websites in seconds using Next.js 14, LangChain, and Pinecone.

Click to Upload PDFs

Supports multi-file upload

No credit card required for demo. Works with any PDF or URL.

The complete RAG toolkit.

Ingest PDFs, scrape websites, and manage vectors without the headache. FastRAG handles the boring infrastructure so you can ship the product.

Web Scraping Engine

Point FastRAG at any URL. It scrapes the HTML, cleans the content, and turns blog posts or docs into chat-ready vectors instantly.

1024-Dim Optimization

Stop overpaying for storage. We force OpenAI's new model to output 1024 dimensions (vs 1536), saving you 33% on Pinecone bills.

Smart Citations

Build trust with your users. The AI doesn't just answer; it cites the specific filename or URL source for every claim it makes.

Developer First

Code you actually want
to maintain.

No spaghetti code or hidden abstractions. You get full access to the `pages/api` routes. Customize the scraper, swap the vector DB, or tweak the prompts in minutes.

Cheerio & PDF Loaders included

Formidable file parsing (Multi-file)

Vercel AI SDK Streaming Response

pages/api/ingest-url.js

import { CheerioWebBaseLoader } from 'langchain/document_loaders';

// 1. Scrape the Website
const loader = new CheerioWebBaseLoader(url);
const docs = await loader.load();

// 2. Smart Chunking (Preserves Context)
const splitter = new RecursiveCharacterTextSplitter({
  chunkSize: 1000,
  chunkOverlap: 200,
});

// 3. Upsert to Pinecone (Global Search)
await PineconeStore.fromDocuments(docs, embeddings, {
  pineconeIndex: index,
  namespace: "global"
});

Copy

Simple, transparent pricing.

Pay once, own the code forever. No subscription.

Holiday Deal

Lifetime License

Pay once. Build forever.
Includes all future v1.x updates.

$29$99

FLASH SALE

Limited to first 69 orders

Use code FAST69 for 69% OFF

Click the box to auto-apply coupon.

What's included:

Full Source Code
Commercial Usage Rights
Multi-File Ingestion (PDF)
Web Scraping Engine
Next.js 14 + LangChain
Markdown & Code UI
Streaming Responses
Mobile-Ready Layout
Pinecone Vector Setup
Lifetime GitHub Access

Get the Starter Kit

Money-back guarantee if not delivered in 2 days.

Chat with your Knowledge Base.