General Purpose Research Agent
Use Paperguide's General Purpose Research Agent as your flexible, all-in-one assistant for discovery, analysis, synthesis, and writing across research workflows.
What is the General Purpose Research Agent?
The General Purpose Research Agent is Paperguide's flexible, all-in-one assistant for broad and custom research workflows. It works across discovery, analysis, synthesis, and writing so you do not need to switch tools for every question.
Unlike specialized agents such as AI Search 2.0, Literature Review, or Chat with PDF 2.0, this agent is optimized for mixed, open-ended tasks that cut across multiple steps in your research process.
You can also learn more about the agent on the product page: https://paperguide.ai/general-purpose-agent/
What it can help with
Use the General Purpose Research Agent when you want one assistant to stay with you from early questions to drafted text. It is especially useful for:
- Ask research questions and get evidence-backed answers
- Find relevant papers for any research topic
- Compare papers, studies, and key findings
- Summarize papers into clear key insights
- Identify research gaps and study limitations
- Edit and refine academic or research drafts
Beyond these, the agent can plan search strategies, draft screening or extraction plans, and extract structured details such as study design, population, interventions or variables, outcomes, limitations, and key findings.
Always review the agent's outputs, check cited papers directly, and apply your own expert judgment. Use the agent to support your research, not to replace critical appraisal or manual verification.
When to use this agent vs other agents
Use the General Purpose Research Agent as your default when your work spans multiple stages or you are not sure which specialized tool fits yet.
Choose the General Purpose agent when
- You want to explore a new topic and refine your questions over time.
- You need to move back and forth between finding papers, summarizing them, and drafting text.
- You are brainstorming methods, variables, or workflows for a project.
- You want to iterate on drafts with context from papers and your own notes.
Prefer a dedicated agent when
- You need targeted paper search over large databases with filters and advanced ranking → use AI Search 2.0.
- You are building a systematic or structured literature review with workbooks and extraction → use Literature Review.
- You want to deeply interrogate specific PDFs or reference folders → use Chat with PDF 2.0 or Chat with PDF.
- You are primarily writing or polishing a document with structured sections and citation tools → use AI Writer.
How it differs from other agents
Use this agent alongside specialized tools rather than instead of them. The tabs below summarize the main differences.
The General Purpose Research Agent is designed to be your all-round research assistant.
- Works well for open-ended, exploratory questions.
- Stays useful as you move from idea → search → analysis → writing.
- Adapts to custom workflows, including planning search strategies or data extraction templates.
- Handles mixed inputs, such as high-level questions, specific papers, and your own notes.
Use it when you want flexibility and continuity more than strict structure.
AI Search 2.0 specializes in finding relevant papers from public research databases.
- Best for high-quality discovery on a focused query.
- Provides search controls and filters that you can tune.
- Ideal as a first step before deeper review or analysis.
Use AI Search 2.0 when your main goal is to find the right studies efficiently.
Literature Review is built for structured reviewing at scale.
- Organizes work into workbooks for repeatable reviews.
- Helps with screening, tagging, and extracting data across many papers.
- Suits systematic or scoping reviews where process and traceability matter.
Use Literature Review when you need a rigorous, repeatable workflow for many papers.
Chat with PDF 2.0 and Chat with PDF focus on interacting with specific documents.
- Optimized for question-answering and summarizing a given PDF or set of papers.
- Great for close reading, extracting passages, and clarifying methods or results.
- Ideal when the key question is "What does this paper say?".
Use Chat with PDF/Papers when you want to zoom in on particular documents.
AI Writer focuses on producing and refining written documents.
- Helps generate outlines, sections, and drafts.
- Integrates citations and references from your library.
- Supports Ask AI commands for iterative editing.
Use AI Writer when your main task is writing or editing with research as supporting context.
How to use the General Purpose Research Agent
Use the General Purpose Research Agent from the agent chooser in Paperguide whenever you want a single assistant to stay with you through a task.
Open the General Purpose agent
- Go to the agent or workspace area where you normally start research sessions.
- Select General Purpose Research Agent from the list of available agents.
You now have a chat session dedicated to broad research support.
Describe your goal and context
- Start by stating your research question, project type, and constraints (for example, field, timeframe, population).
- Add any key papers, PDFs, or notes you already have, or mention where you are in the process (exploring, reviewing, writing).
The agent will use this context to tailor search strategies, summaries, and suggestions.
Iterate across discovery, analysis, and writing
- Ask it to find and explain relevant papers, flagging key methods, populations, and outcomes.
- Request comparisons, gap analysis, and limitations based on the cited studies.
- Move into drafting or refining text, such as introductions, related work sections, or discussion points.
Switch between these tasks in the same conversation so the agent keeps track of your evolving understanding.
Save and move work into specialized tools
- When you reach a more focused phase, move to dedicated agents:
- Send specific questions or PDFs to Chat with PDF 2.0.
- Use AI Search 2.0 for deeper discovery on narrowed queries.
- Bring structured insights into Literature Review workbooks or AI Writer documents.
This workflow lets the General Purpose agent guide your thinking, while specialized tools handle the heavy lifting for each stage.
Related guides
Use these guides alongside the General Purpose Research Agent to build a complete research workflow.
AI Search 2.0
Find and rank relevant research papers across public databases before deeper analysis.
Literature Review
Create workbooks, screen studies, and extract data for systematic or scoping reviews.
Chat with PDF 2.0
Ask detailed questions about specific PDFs or reference folders and get grounded answers.
Last updated 3 weeks ago
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