AI Agent (RAG + HTTP Tools)
A tool-using agent that can search your knowledge base and call your own HTTP API tools (plus a calculator and clock) while reasoning toward an answer. Great for RAG over docs and for integrating external services.
Overview
AI Agent (RAG + HTTP Tools) is a no-code automation step in the AI category of AutoFlowRPA. It performs its action in a single step when the workflow reaches it. You can configure 10 parameter(s) to control exactly how it behaves. It is one of 369 commands you can drag into a workflow in the visual builder — no scripting required.
What it does
A tool-using agent that can search your knowledge base and call your own HTTP API tools (plus a calculator and clock) while reasoning toward an answer. Great for RAG over docs and for integrating external services.
Parameters
| Parameter | Type | Required | Default | Description |
|---|---|---|---|---|
| API base URL | string | Required | http://localhost:11434/v1 | OpenAI-compatible base. Default = local Ollama (offline). Supports variables |
| API key (blank for local) | string | Optional | Bearer token for cloud providers. Supports variables | |
| Model | string | Required | llama3 | Example: llama3 Supports variables |
| Goal / task | multiline | Required | Example: Look up the order status for {{{orderId}}} and summarize it. Supports variables | |
| Knowledge sources (optional) | multiline | Optional | Text/file/folder/glob. Exposes a `search` tool the agent can query for relevant passages (RAG). Example: C:/docs/policies Supports variables | |
| HTTP tools (JSON, optional) | multiline | Optional | A JSON array of tools the agent may call. Each: {"name":"order_status","description":"...","method":"GET","url":"https://api/x/{input}","headers":{"Authorization":"Bearer ..."}}. {input} in the url/body is replaced with the agent's argument. Example: [{"name":"order_status","description":"Get an order by id","method":"GET","url":"https://api.example.com/orders/{input}"}] Supports variables | |
| Allow web fetch | dropdownNo · Yes | Optional | No | |
| Max reasoning steps | number | Optional | 6 | |
| Timeout (seconds) | number | Optional | 180 | |
| Store answer in | variable | Required | Example: answer |
How to use AI Agent (RAG + HTTP Tools)
- 1
Open AutoFlowRPA and drag the AI Agent (RAG + HTTP Tools) command from the AI group onto the canvas.
- 2
Set its parameters in the side panel — AI Agent (RAG + HTTP Tools) has 10 configurable field(s).
- 3
Connect it into your workflow and press Run. Everything executes locally on your machine.
Frequently asked questions
What does the AI Agent (RAG + HTTP Tools) command do?
A tool-using agent that can search your knowledge base and call your own HTTP API tools (plus a calculator and clock) while reasoning toward an answer. Great for RAG over docs and for integrating external services.
Which group does the AI Agent (RAG + HTTP Tools) command belong to?
AI Agent (RAG + HTTP Tools) is part of the AI group. AutoFlowRPA ships with 369+ ready-made commands you can combine without code.
Does the AI Agent (RAG + HTTP Tools) command take any parameters?
Yes — AI Agent (RAG + HTTP Tools) has 10 configurable field(s), all editable in the visual node editor.
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