Low-code AI assistants, LLM apps, and agent workflows

Build AI assistants and agentic workflows without heavy engineering

KreateBots is the one-stop low-code and no-code platform from DataKnobs for building AI assistants, LLM-powered applications, document analyzers, and personalized agent workflows with prompt management, experimentation, and deployment built in.

Prompt Management
Personalized Assistants
RAG + Agent Workflows

Stack

From prompt design to production deployment

Next.js + React LangChain orchestration OpenAI + Gemini + Azure OpenAI Vector DB + PostgreSQL Cloud deployment
KreateBots Platform Layer

Design

Prompts, workflows, profile inputs

Test

Sandbox, evaluation, A/B experiments

Deploy

API, web assistant, document apps

Outcome

Production-ready AI assistants that automate real business work

The business problem

Businesses want AI automation, but most tools are too fragmented or too technical.

  • Prompt design, testing, and deployment often live in separate tools.
  • Non-technical domain experts struggle to shape assistant behavior safely.
  • Personalization, memory, and document workflows take too much custom engineering.
  • Teams need real business automation, not just another chatbot demo.

The solution

KreateBots brings design, experimentation, personalization, and deployment into one product layer.

  • Build AI assistants, LLM apps, and agent workflows without starting from scratch.
  • Give domain experts direct control over prompts, tone, and guardrails.
  • Support personalized user experiences with profile-driven answers and memory.
  • Deploy through APIs, assistant UIs, document processors, and web applications.

Capabilities

Everything needed to build AI-native applications in one place

KreateBots combines prompt engineering, experimentation, RAG, personalization, and deployment into a unified low-code platform.

Prompt management

Define, version, compare, test, and refine prompts with model settings, structured templates, and controlled publishing.

Built for domain experts, not just engineers.

Document and knowledge workflows

Build document analyzers for summarization, clause extraction, numeric extraction, complaint detection, and more from a single prompt-driven layer.

One platform for repeatable NLP tasks.

Experimentation and evaluation

Test with one record or many, compare versions, measure output quality, and run live A/B experiments to pick what performs best.

Use data-backed decisions instead of intuition.

Personalization and memory

Capture profile questions, preferences, and user context so assistants can provide tailored responses that improve over time.

Create assistants that feel relevant, not generic.

RAG and agent workflows

Configure chunking, embeddings, vector databases, retrieval logic, and multi-step planning for assistants that work with enterprise knowledge.

Build with or without RAG based on the use case.

Multi-channel deployment

Publish as APIs, assistant interfaces, website copilots, insight apps, and document workflows with cloud-ready deployment paths.

Move from idea to production in one platform.

Prompt lifecycle

A human-in-the-loop workflow for safe, adaptable AI behavior

KreateBots decouples prompt logic from backend code so business experts can continuously improve assistants without waiting for deployments.

01

Define

Domain experts write prompts, templates, and model settings from an admin interface.

02

Test

Use the sandbox to run sample queries, inspect outputs, and debug hallucinations or tone issues.

03

Evaluate

Review results against quality metrics, business KPIs, compliance, and safety guardrails.

04

Experiment

Run prompt A/B tests and compare live performance to identify the highest-performing experience.

05

Publish

Push the winning prompt live so assistants automatically pull the latest approved version.

Use cases

Built for practical business assistants across industries

Finance assistants

  • Stocks insight assistants
  • Tax research and recommendation flows

Personalized advisory apps

  • Dietitian and wellness assistants
  • Profile-driven recommendations and planning

Document intelligence

  • Legal clause extraction
  • Summaries, numeric extraction, transcript analysis

Website and business bots

  • Lead generation and onboarding
  • Reasoning-based customer support

For non-technical buyers

Built for founders, operators, and business teams who need automation without deep AI engineering overhead.

For production outcomes

Designed to move businesses from experiments to assistants running in production with measurable efficiency gains.

For enterprise flexibility

Supports multiple models, vector databases, cloud platforms, APIs, and governance layers for real-world delivery.

Why KreateBots

From AI idea to working assistant, faster

  • One product for prompt design, experimentation, and deployment
  • Personalization, memory, and agent workflows built into the platform
  • Support for assistants, APIs, websites, and document analyzers
  • Low-code agility with enterprise-ready extensibility

Launch your AI assistant with KreateBots

Build assistants, automate workflows, and deploy personalized AI experiences without stitching together multiple tools.