Docimal AI Agent Chatbot & Automation
A multi-tenant AI Agent Chatbot & Automation Platform for building intelligent assistants over internal knowledge, workflows, and external APIs.
/ Overview
Docimal AI is a multi-tenant platform for building AI agents, chatbots and automations.Combine RAG knowledge retrieval, embeddable chat and visual workflows to turn conversations into action.
Get in touch/ Project Details
Name:Docimal AI Agent Chatbot & Automation
Client:Docimal
Industries:AI / SaaS, Automation
Date:2025
Project page:https://docimal.site/
/ Challenge
Reliable AI starts with answers grounded in real data and securely separated teams.Source-cited RAG, configurable agents and workspace controls keep assistants safe and ready to embed.
/ Provided Services
AI Agent Chatbot
Customizable agents that answer from internal knowledge, call tools, hit external APIs, and converse in English and Vietnamese.
RAG Knowledge Base
Ingest PDF, DOCX, XLSX, TXT, HTML, and Markdown with chunking, vector search, semantic retrieval, and source citations for grounded answers.
Workflow Automation
Visual workflow builder to collect data, trigger tools, send notifications, generate documents, and integrate with business systems.
Multi-tenant Management
Organization, tenant, and workspace management with RBAC, invitations, JWT/OAuth auth, and secure data isolation across teams.
/ Solution
A modern web stack connects an intuitive builder with a scalable AI backend.Next.js, NestJS, FastAPI and vector infrastructure power retrieval, agents and automation.
/ Tech stack
Next.js + React + TypeScript
Dashboard, auth, workspace management, chatbot config, workflow builder UI, and embeddable chat experiences.
Tailwind CSS + Radix UI
Accessible, consistent component system and styling.
NestJS + FastAPI
Service-oriented backend for agents, automation, and AI retrieval.
PostgreSQL + MongoDB + Qdrant
Relational data, documents, and vector search for RAG.
Redis + RabbitMQ + Kong Gateway
Caching, async messaging, and API gateway for scale and reliability.
Stripe + Socket.IO
Subscription billing and real-time chat experiences.
