A general LLM-workflow alternative to Botpress
LLMGraph vs Botpress
Botpress is a hosted platform for building chatbots and conversational AI agents with a visual flow builder and LLM support, centered on the chat surface. LLMGraph is also hosted and no-code, but models any LLM or agent workflow as a visual graph — build on a canvas or describe it in chat. Upload documents for built-in RAG, then deploy each workflow to a REST API and an embeddable chat widget in one click.
At a glance
| LLMGraph | Botpress | |
|---|---|---|
| Approach | Hosted no-code canvas, or describe the workflow in chat and it's built for you | Hosted visual flow builder focused on conversational chatbots and agents |
| Hosting | Fully managed — nothing to deploy or operate | Fully managed cloud platform (self-hosting also available) |
| Deployment | One-click REST API endpoint + embeddable chat widget per workflow | Publish to chat channels (web widget, messaging platforms); API access available |
| Target user | Developers and non-developers building general LLM/agent workflows; no code required | Teams building customer-facing chatbots and conversational assistants |
| RAG / document search | Built in — upload docs, search is managed for you | Built-in knowledge bases for chatbot answering |
| Pricing | Tiered plans (Hobby / Pro / Enterprise), free credits to start | Free tier plus usage-based paid plans |
Choose Botpress if…
- Your primary goal is a customer-facing chatbot deployed across messaging channels like WhatsApp, Messenger, or Slack
- You want a mature ecosystem of chat-channel integrations and conversation-design tooling
- You need conversational features (handoff, channels, chat analytics) as the core of the product
Choose LLMGraph if…
- You want to build general LLM or multi-step agent workflows, not only a chat interface
- You want to ship a working RAG workflow today, with document search managed for you
- You want each workflow exposed as a REST API plus an embeddable chat widget in one click
LLMGraph vs Botpress: FAQ
- Is there a hosted, no-code alternative to Botpress?
- Yes. LLMGraph is a fully hosted, no-code platform for building LLM and agent workflows as a visual graph, with nothing to deploy or operate yourself.
- What is the difference between LLMGraph and Botpress?
- Botpress centers on building conversational chatbots and their channels. LLMGraph models any LLM or agent workflow as a graph and deploys each one to a REST API and an embeddable chat widget, with RAG built in.
- Do I need to code to use LLMGraph?
- No. You build on a visual canvas or describe the workflow in chat and it's built for you. Both developers and non-developers can create and edit workflows.
- Is Botpress free?
- Botpress offers a free tier with usage-based paid plans. LLMGraph uses tiered plans (Hobby, Pro, Enterprise) and gives you free credits to start.
- Can I move from Botpress to LLMGraph?
- Yes. You can rebuild your workflow on the LLMGraph canvas or describe it in chat, upload your documents for built-in RAG, and deploy to an API and chat widget in one click.