Omni-Channel RAG Chatbot Platform

Turn Your Documents Into an
Intelligent AI Assistant

Upload documents. Get a production-ready AI chatbot that answers questions with citations, deploys to any channel, and gives you complete analytics. Full source code. No vendor lock-in.

Everything You Need

A complete RAG chatbot platform — from document ingestion to multi-channel deployment.

Citation-Backed Answers

Every response references the exact document and page. Users can verify every claim.

Document Intelligence

Upload PDFs, Word docs, or text files. Auto-chunking, embedding, and vector indexing.

Knowledge Gap Detection

AI identifies questions it can't answer so you know exactly what content to add next.

Real-Time Analytics

Sentiment analysis, quality scores, top questions, and volume trends — all live.

Streaming Responses

Token-by-token streaming with sub-second first response. Semantic cache for repeat queries.

Production Grade

Rate limiting, HMAC auth, LLM circuit breaker with auto-failover, workspace isolation.

Deploy Anywhere

One knowledge base. Every channel. Update documents once, and every touchpoint is updated.

Website Widget ———¦

WhatsApp Business —¦—→ RAG Pipeline —→ Vector Search —→ LLM —→ Response

Telegram Bot ————¦

REST API —————¦

Website Widget

Most Popular

Embed a floating chat bubble on any website. Customize colors, name, and position.

WhatsApp Business

Global Reach

Customers message on WhatsApp and get AI-powered answers from your knowledge base.

Telegram Bot

Easy Setup

Deploy as a Telegram bot. Users chat directly — even in group conversations.

REST API

Developer

Full API with WebSocket & SSE streaming. Build custom interfaces or integrate into any app.

Built For Real Business Problems

RAG chatbots solve concrete problems across industries and use cases.

Customer Support

80%

ticket deflection

Deflect 60-80% of support tickets. AI answers product questions with citations from your help docs.

Product Documentation

10x

faster answers

Turn 100+ page manuals into an interactive assistant. Users find answers in seconds, not hours.

Internal Knowledge Base

5min

setup time

Onboard new employees faster. AI trained on company policies, processes, and institutional knowledge.

Sales Enablement

24/7

availability

AI qualifies leads by answering pricing, feature, and comparison questions 24/7.

Up and Running in Minutes

01

Upload Documents

PDFs, Word docs, text files, CSVs. Auto-parsed, chunked, and indexed.

02

Test & Refine

Chat with your AI. Review quality scores. Address knowledge gaps.

03

Deploy Everywhere

Website widget, WhatsApp, Telegram, or API. One click deployment.

Built With Modern Tech

BackendFastAPI + Python 3.12
FrontendNext.js 15 + React 19
DatabasePostgreSQL + Redis
SearchPinecone Vector DB
LLMGroq + OpenAI (failover)
SecurityJWT + RBAC Auth

Full Source Code. No Lock-In.

You own everything. Modify, extend, and deploy however you want.

Complete source code (frontend + backend)
Admin dashboard with document management
Multi-channel deployment (widget, WhatsApp, Telegram, API)
Real-time analytics and sentiment tracking
Knowledge gap detection and resolution
LLM circuit breaker with auto-failover
Workspace isolation for multi-tenancy
Rate limiting and HMAC authentication
Semantic caching for fast repeat queries
Deployment guide and documentation

Want This For Your Business?

I build custom RAG chatbot solutions. Upload your documents, get a production-ready AI assistant deployed on any channel. Full source code handoff.

Built by Fenlo AI — Custom AI solutions for modern businesses

RAGChat — AI That Knows Your Business