Answer in 1 Message Instead of 5+
KnowBot
RAG-Powered Chatbot with KB Ingestion
A chatbot that learns from your documents and WhatsApp chat history. Answers customer questions in 1 message instead of 5+ back-and-forth exchanges — directly reducing billable messages per resolution.
RAG Pipeline
Ingest
Documents → Chunk → Index in MongoDB
Retrieve
Question → Top-K relevant chunks via text search
Generate
Chunks + Question → LLM → Answer with citations
Features
Multi-Source Ingestion
Upload PDFs, documents, web content, or WhatsApp chat exports. KnowBot chunks and indexes everything into a searchable knowledge base.
RAG Pipeline
When a customer asks a question, KnowBot retrieves the most relevant chunks, feeds them to an LLM, and generates an answer with source citations.
Embeddable Chat Widget
Drop a lightweight chat widget on any website. Customers get instant answers from your knowledge base — no WhatsApp messages needed.
KB Management Dashboard
Create multiple knowledge bases, upload documents, view ingested chunks, and monitor question-answer sessions.