Research medium to set up

Multi-Agent Research Workflow

Multi-agent research workflow using Proplexity and Open AI to aggregate and synthesize information in minutes instead of hours.

Verified 2026-07-07

Founder-ExecFreelancer-Consultant

What it does

You get consolidated research insights in minutes instead of hours by letting this workflow automatically pull knowledge from Proplexity and Open AI. It handles the entire aggregation process for you so you can focus on using those findings immediately.

How it works

When it runs: Run manually · Manual · on demand
How hands-off: Assists you, you do the final step
Setup: An afternoon · about an afternoon
Works with: Proplexity, Open AAI

Tools that fit

Services

Proplexity : Knowledge retrieval

LLM

Open AAI : Knowledge processing

Watch out for

Token limits can truncate long research summaries so implement a chunking strategy for large inputs.
Inconsistent data formats from different tools will break the parser so enforce strict JSON schema validation early in the pipeline.
API latency spikes may cause timeouts during aggregation so add retry logic with exponential backoff to each tool call.
Circular dependencies between agents can deadlock the workflow so ensure a clear linear or directed acyclic graph structure for agent communication.

Seen in the wild

youtube: n8n Tutorial , Zero to Hero Course template

Want this running in your business?

This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.

Get in touch

Who it's for

Built for founders and execs who need research handled without hiring for it.

Freelancers and consultants can run this per-client with no changes beyond the source data.

Frequently asked questions

Who is this for?

founders and execs and freelancers and consultants, or anyone doing research work who wants this handled automatically rather than manually.

How long does it take to set up?

An afternoon: plan for about an afternoon to get it running end to end.

Related use cases

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