Build Custom AI Chatbots Trained on Your Own Data
Turn your JSON, Markdown and documents into accurate AI chatbots with grounded citations. 100% white-label with zero forced watermarks or vendor branding.
See how vector retrieval synthesizes cited answers
Queries auto-switch smoothly below. Click any tab to test specific retrieval benchmarks.
How your raw documents become accurate answers
Raw Data Ingest
Paste text or upload structured JSON files into your knowledge base.
Chunk & Deduplicate
Text is broken into semantic chunks and checked against SHA-256 hashes.
Inverted Indexing
High-entropy keywords and 2-gram phrases are indexed into fast BM25 search tables.
Semantic Retrieval
Top relevant passages are retrieved with high precision similarity scoring.
Grounded Answer
Instant synthesized answer with verified source citations & widget sync.
Structured JSON & Markdown Knowledge Base
Directly upload enterprise pricing sheets, FAQ JSON schemas, or internal wiki markdown. Content is normalized and deduplicated with 0 token waste.
1-Line Drop-in Chatbot
Embed a responsive floating AI widget directly on WordPress, Shopify, Next.js, or static HTML with one script tag.
<script src="https://rag.toolswallet.dev/widget.js" data-key="rag_live_9042"></script>
100% White-Label Freedom
We never slap a "Powered by" badge or vendor link on your widget. Deploy onto client or business websites with full white-label pride.
Sub-50ms Vector Engine
Dense semantic embeddings paired with high-speed BM25 search tables deliver instant answers with zero lag.
Scoped Domain Security
Lock API requests and widget traffic to your exact authorized domain origins. Prevent unauthorized scraping.
Integrate into any backend stack
curl -X POST https://rag.toolswallet.dev/api/v1/query \
-H "Content-Type: application/json" \
-H "X-API-Key: tw_rag_live_YOUR_API_KEY" \
-d '{
"ragId": "YOUR_RAG_ID",
"query": "What is our SLA guarantee for uptime?"
}'Why Builders Choose ToolsWallet vs Other Chatbot Platforms
Other platforms trap your widgets with forced vendor watermarks and lock developer APIs behind $99+/month paywalls. ToolsWallet gives you enterprise-grade, pure white-label freedom for free.
| Feature & Capability | ToolsWallet AI ChatbotFree Forever | Traditional Paid Builders ($99+/mo) | Generic ChatGPT Plugins |
|---|---|---|---|
Forced Vendor Watermark Brand logo or 'Powered by' link on your website widget | Zero Watermark (100% White-Label) | ❌ Forced Watermark (Requires $99+/mo to remove) | ❌ Fixed OpenAI Branding |
Free Forever Tier Permanent production chatbots without sudden trial lockouts | 2 Custom Chatbots Free Forever | ⚠️ 7–14 Day Trial or 20 msg limit | ❌ $20–$200/user/mo |
Credit Card Required Card needed before testing or building | Zero Credit Card Required | ❌ Frequently Required Upfront | ❌ Mandatory |
Full Developer REST API & Streaming cURL, JavaScript, Python endpoints with SSE live streaming | Included Free on Day One | ❌ Locked behind $99–$399/mo tiers | ⚠️ Separate metered API bills |
Retrieval Latency Time to search vector embeddings and find relevant context | Sub-50ms Vector Search | ⚠️ 800ms – 2,500ms (Shared CPU queues) | ⚠️ Variable (1–4s) |
Native Data Ingestion Types Supported file formats without complex re-formatting | Structured JSON, Markdown (.md), Plain Text (.txt) | ⚠️ PDF & Web Scraper Only | ⚠️ Raw Prompts Only |
Data Privacy Guarantee Are customer documents used to train public AI models? | Zero AI Training / 100% Private | ⚠️ Varies by third-party vendor policy | ❌ Used for training unless opted-out |
Client Website Deployment Can agencies deploy to client websites unbranded? | 100% Agency & Client Friendly | ❌ Requires $299+/mo agency add-on | ❌ Not Supported |
Build your first 2 AI Chatbots with zero costs
Get 2 dedicated knowledge bases, 100% white-label widgets with zero forced watermarks, sub-50ms vector search, and full REST API access. No credit card required.
Create My Free Chatbot Account