What inputs does the RAG Research Assistant workflow use?

The workflow uses Query, Kb Id. Required fields and their expected formats are listed on this page.

What resources are included in the RAG Research Assistant blueprint?

The blueprint contains 1 AI agent, 0 functions, 1 MCP server. Its workflow pattern is Agent Tools.

Can I customize the RAG Research Assistant blueprint in GraphN?

Yes. Open the blueprint in GraphN to customize its inputs, models, resources, and workflow behavior before deployment.

All blueprints Search & Knowledge AI workflow blueprint

AI RAG Research Assistant workflow blueprint

Search documents and synthesize answers with cited sources

See where this blueprint fits in the production workflow lifecycle

Agent Tools

RAG

Semantic Search

Research

Use this blueprint

Pattern

Agent Tools

Agents

1

Functions

0

MCP servers

1

What the RAG Research Assistant blueprint does

Suggested starting request
Provide a research question and an existing knowledge base ID.

Inputs for the RAG Research Assistant workflow

Provide the following information when starting this workflow. Required inputs are validated before the first workflow stage runs.

Query
Required
Research question
Type: String
Kb Id
Required
Knowledge base ID to search
Type: String

Input template

This request shape is generated from the blueprint's input schema. Angle-bracket values are placeholders; defaults and examples appear only when the source blueprint defines them.

{
  "query": "<required string>",
  "kb_id": "<required string>"
}

How the RAG Research Assistant AI workflow works

This search & knowledge blueprint uses a agent tools workflow with 1 agent, 0 functions, and 1 MCP server. Open it in GraphN to customize the resources, inputs, and workflow behavior for your use case.

Search
Mcp Tool
Synthesize
Agent using Synthesizer

Blueprint resources and prerequisites

These are the actual agents, functions, and MCP servers declared by the blueprint. If an MCP server connects to an external system, configure the required connection and credentials in your GraphN workspace before running the workflow.

AI agent

Synthesizer

MCP server

RAG Tools

Tools: Semantic Search

Workflow output contract

The completed workflow makes the following output available to downstream steps, applications, or API clients:

Result

Frequently asked questions

What does the RAG Research Assistant blueprint do?: Search documents and synthesize answers with cited sources
What inputs does the RAG Research Assistant workflow use?: The workflow uses Query, Kb Id. Required fields and their expected formats are listed on this page.
What resources are included in the RAG Research Assistant blueprint?: The blueprint contains 1 AI agent, 0 functions, 1 MCP server. Its workflow pattern is Agent Tools.
Can I customize the RAG Research Assistant blueprint in GraphN?: Yes. Open the blueprint in GraphN to customize its inputs, models, resources, and workflow behavior before deployment.

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Multi-Source Research Assistant

Pull insights from PDFs, spreadsheets, and web pages into one cohesive briefing