Custom AI RAG as a Service: Turn Your Data into an AI Chatbot in 60s
Connect your structured JSON, Markdown documents, and web content to an enterprise-grade AI knowledge engine. Get zero-hallucination answers with verified source citations, 1-line drop-in chat widgets, and real-time streaming REST APIs.
- •Hallucinates Answers: Guesses policies, prices, and facts when it doesn't know the truth.
- •No Private Data Access: Has no clue about your company's internal documents or products.
- •No Citations: Cannot prove where an answer came from or provide source links.
- •100% Grounded Accuracy: Only answers from your uploaded docs with zero hallucination.
- •Sub-50ms Retrieval: Ultra-fast semantic vector search powered by Groq LPU inference.
- •1-Line Website Widget: Drop directly onto Shopify, WordPress, or HTML with 1 script tag.
Test live semantic vector retrieval & citation synthesis
“ToolsWallet RAG Engine initialized with active demo knowledge base.”
How Custom RAG Works in 4 Steps
From raw files to a live intelligent website copilot in under 60 seconds.
Ingest Documents
Upload structured JSON files, Markdown guides (.md), or paste plain text directly into your dashboard.
Dense Vectorization
Content is automatically split into semantic chunks and converted into high-dimensional vector embeddings.
Fast Hybrid Retrieval
User questions trigger cosine semantic similarity search to extract relevant chunks in under 45 milliseconds.
Grounded Synthesis
Groq LPU clusters formulate a concise, human-sounding response with exact citations and deliver via widget or API.
Where to Deploy Your Custom RAG
E-Commerce & Shopify Stores
Answer customer queries about shipping timelines, return policies, product specifications, and inventory availability with zero human intervention.
SaaS Developer Documentation
Provide instant answers to API endpoints, SDK code snippets, rate limits, and configuration errors directly within your documentation portal.
Internal Company Knowledge Base
Equip employees with an instant AI HR, onboarding, and compliance assistant that queries internal handbooks, NDA rules, and SOP documents securely.
Complementary Tools in the ToolsWallet Ecosystem
Pair ToolsWallet RAG with our other free browser-based developer and AI tools.
Calculate cosine similarity and inspect 768-D vector arrays online.
Bundle repositories and multi-file codebases for AI prompt context.
Convert robotic ChatGPT outputs into natural human writing.
Clean, validate, and minify structured datasets before ingestion.
Frequently Asked Questions
Everything you need to know about building and hosting Custom RAG AI on ToolsWallet.
What is RAG (Retrieval-Augmented Generation) in simple terms?
Think of normal ChatGPT as a student taking a closed-book exam relying purely on memory (which leads to mistakes and hallucinations). RAG is like giving the AI an open-book exam with your company documents, pricing sheets, and guides. The AI looks up the exact page of your document, extracts the facts, and formulates a verified answer with source citations.
What file formats can I upload to ToolsWallet RAG?
You can ingest structured JSON files, formatted Markdown notes (.md), and plain text (.txt). You can either upload files directly or paste raw text snippets into your developer dashboard console.
How fast is the query retrieval and response time?
Dense semantic vector retrieval takes under 45ms via SHA-256 cached indexing, and streaming response generation finishes in sub-second latency powered by our Groq LPU multi-model cluster.
How do I embed the AI Assistant on my website or app?
Go to your dashboard, navigate to the '1-Line Embed' tab, copy the script tag, and paste it right before the </body> tag on any HTML, WordPress, Shopify, Next.js, or Webflow website.
Can I connect ToolsWallet RAG to my own backend via API?
Yes! Every RAG knowledge base comes with a dedicated REST endpoint (/api/v1/rag/{ragId}/query) supporting real-time Server-Sent Events (SSE) streaming and SHA-256 encrypted API keys with granular CORS domain whitelisting.
Are there any hidden charges or credit card requirements?
None whatsoever. All developer accounts get 2 free custom RAGs forever with no credit cards, hidden trials, or paywalls.
Ready to Deploy Your Own Custom AI Copilot?
Create 2 free RAG knowledge bases today. Connect your documents and drop the AI widget on your website in under 60 seconds.
Launch ToolsWallet RAG Platform