Duplicates search
Search for duplicate references and where they are located, allow easy workflow to eliminate extra copy/copies. Can items be copied/cloned over multiple folders? More sort/filter options in Reference Manager - it does not put my list in alphabetical order so that makes it harder to see duplicates (no way to get those listings side by side unless maybe i review them in lit review table instead?) I’m still learning the tool, open to learn there are other ways to do the things I’m providing feedback on.
Michelle Newhart 8 days ago
Duplicates search
Search for duplicate references and where they are located, allow easy workflow to eliminate extra copy/copies. Can items be copied/cloned over multiple folders? More sort/filter options in Reference Manager - it does not put my list in alphabetical order so that makes it harder to see duplicates (no way to get those listings side by side unless maybe i review them in lit review table instead?) I’m still learning the tool, open to learn there are other ways to do the things I’m providing feedback on.
Michelle Newhart 8 days ago
REQ. BYOK - OpenAI Compatible Endpoint 🧩🔑
BYOK is a very frequent feature request since last year. To help reduce the development effort and compatibility issues, I would like to request to add BYOK feature using OpenAI-Compatible Endpoints by setting Base URL and API key. A good example of such feature integration is Triplo AI https://documentation.triplo.ai/using-triplo-ai/connections-openai-compatible-endpoints Please notice that all major API Providers (even Google AI Studio) have OpenAI Compatible endpoints available.
Attirailweb 9 days ago
REQ. BYOK - OpenAI Compatible Endpoint 🧩🔑
BYOK is a very frequent feature request since last year. To help reduce the development effort and compatibility issues, I would like to request to add BYOK feature using OpenAI-Compatible Endpoints by setting Base URL and API key. A good example of such feature integration is Triplo AI https://documentation.triplo.ai/using-triplo-ai/connections-openai-compatible-endpoints Please notice that all major API Providers (even Google AI Studio) have OpenAI Compatible endpoints available.
Attirailweb 9 days ago
comparison of two documents for gap analysis/difference/review, etc.
Please add a feature like comparison of two documents for gap analysis/difference/review, etc., useful for research, Like i am researcher in trial, always need compare SOPs, Guidelines compare, Gap analysis, report differences check
Vijay D. Chaudhari 12 days ago
comparison of two documents for gap analysis/difference/review, etc.
Please add a feature like comparison of two documents for gap analysis/difference/review, etc., useful for research, Like i am researcher in trial, always need compare SOPs, Guidelines compare, Gap analysis, report differences check
Vijay D. Chaudhari 12 days ago
Planned
Citation Graph (Research Maps)
Citation Graph helps you visually explore how research papers are connected through citations. Starting from any paper, you can see which works it builds on and which later papers cite it, revealing influential studies, key research paths, and emerging directions in a field. Instead of scanning long reference lists, you get an interactive map of related papers that you can expand, filter, and add to your library. This makes it easier to discover foundational research, understand how ideas evolved, and identify the most relevant papers for your topic.
Team 12 days ago
Planned
Citation Graph (Research Maps)
Citation Graph helps you visually explore how research papers are connected through citations. Starting from any paper, you can see which works it builds on and which later papers cite it, revealing influential studies, key research paths, and emerging directions in a field. Instead of scanning long reference lists, you get an interactive map of related papers that you can expand, filter, and add to your library. This makes it easier to discover foundational research, understand how ideas evolved, and identify the most relevant papers for your topic.
Team 12 days ago
Planned
Notes Taking
A dedicated notes product inside Paperguide to collect, organize, and reuse research insights—with citations preserved—across all workflows. A single place to create and manage notes independent of Chat with PDF, AI Search, or Literature Review—while still connecting to them. Send snippets, answers, highlights, and table rows into Notes from any Paperguide surface. Citations are attached automatically (paper + source context). Freeform notes, bullet points, checklists, and structured blocks (Claim / Evidence / Implication). Mix quick thoughts with rigorous evidence. Save citation-backed snippets as cards you can drag into drafts, extraction tables, or review sections—without losing attribution. Select notes (or a notebook) as context for agents: Literature Review, Draft Writing, Gap Analysis, or Question Refinement—so agents work from your curated insights.
Team 16 days ago
Planned
Notes Taking
A dedicated notes product inside Paperguide to collect, organize, and reuse research insights—with citations preserved—across all workflows. A single place to create and manage notes independent of Chat with PDF, AI Search, or Literature Review—while still connecting to them. Send snippets, answers, highlights, and table rows into Notes from any Paperguide surface. Citations are attached automatically (paper + source context). Freeform notes, bullet points, checklists, and structured blocks (Claim / Evidence / Implication). Mix quick thoughts with rigorous evidence. Save citation-backed snippets as cards you can drag into drafts, extraction tables, or review sections—without losing attribution. Select notes (or a notebook) as context for agents: Literature Review, Draft Writing, Gap Analysis, or Question Refinement—so agents work from your curated insights.
Team 16 days ago
Planned
Collaboration Literature Review (Data Extraction Tables)
Run systematic literature reviews as a team—plan together, screen faster, extract data consistently, and publish a shared synthesis with full traceability. What you’ll be able to do Shared Literature Review Workspaces Collaborative Data Extraction Tables Gap & Pattern Discovery Synthesis & Analysis Views Annotations, Notes, and Evidence Links Export & Shareable Outputs
Team 16 days ago
Planned
Collaboration Literature Review (Data Extraction Tables)
Run systematic literature reviews as a team—plan together, screen faster, extract data consistently, and publish a shared synthesis with full traceability. What you’ll be able to do Shared Literature Review Workspaces Collaborative Data Extraction Tables Gap & Pattern Discovery Synthesis & Analysis Views Annotations, Notes, and Evidence Links Export & Shareable Outputs
Team 16 days ago
Planned
AI Writer Improvements
We’re upgrading the AI Writer to act more like a steady writing partner—helping you refine drafts without changing your intent. Smarter suggestions while you write (clarity, structure, missing details) Better rewrites with controllable tone (shorter, clearer, more formal, more academic) Fixes that stay consistent (terminology, abbreviations, tense, style) Consistency checks across sections (no contradictions, smoother transitions) Quick help for headings, summaries, and paragraph-level polishing without rewriting everything from scratch
Team 16 days ago
Planned
AI Writer Improvements
We’re upgrading the AI Writer to act more like a steady writing partner—helping you refine drafts without changing your intent. Smarter suggestions while you write (clarity, structure, missing details) Better rewrites with controllable tone (shorter, clearer, more formal, more academic) Fixes that stay consistent (terminology, abbreviations, tense, style) Consistency checks across sections (no contradictions, smoother transitions) Quick help for headings, summaries, and paragraph-level polishing without rewriting everything from scratch
Team 16 days ago
Planned
Data Extraction Improvements for Tables
We’re improving table data extraction so you can pull structured data from papers more accurately—and use it right away for analysis.
Team 16 days ago
Planned
Data Extraction Improvements for Tables
We’re improving table data extraction so you can pull structured data from papers more accurately—and use it right away for analysis.
Team 16 days ago
Planned
Reference Manager: Collaboration & Organization
We’re improving the reference manager so it’s easier to manage big libraries and work with others. Shared libraries so teams/labs can collect and maintain references together Folders/collections to organize papers by project, topic, or stage (to-read, screened, included, etc.) Tags + notes for quick labeling, context, and reminders on each paper Search + filters across your library (by author, year, venue, tags, status, and more) Activity + ownership basics (who added/edited what) to keep collaboration clean and understandable
Team 16 days ago
Planned
Reference Manager: Collaboration & Organization
We’re improving the reference manager so it’s easier to manage big libraries and work with others. Shared libraries so teams/labs can collect and maintain references together Folders/collections to organize papers by project, topic, or stage (to-read, screened, included, etc.) Tags + notes for quick labeling, context, and reminders on each paper Search + filters across your library (by author, year, venue, tags, status, and more) Activity + ownership basics (who added/edited what) to keep collaboration clean and understandable
Team 16 days ago
Planned
Reference Manager Agent Assistant
We’re adding an agent inside the reference manager so you can work with your library the same way you work with a teammate. Read + analyze papers in your saved collection (PDFs + metadata) Chat with your references to ask questions across multiple papers at once (not just one PDF) Synthesize themes, compare findings, and generate structured summaries grounded in your saved sources Quickly build outputs like key takeaways, evidence-backed answers, related-work notes, and draft-ready sections Keep everything traceable with citations back to the specific papers in your library
Team 16 days ago
Planned
Reference Manager Agent Assistant
We’re adding an agent inside the reference manager so you can work with your library the same way you work with a teammate. Read + analyze papers in your saved collection (PDFs + metadata) Chat with your references to ask questions across multiple papers at once (not just one PDF) Synthesize themes, compare findings, and generate structured summaries grounded in your saved sources Quickly build outputs like key takeaways, evidence-backed answers, related-work notes, and draft-ready sections Keep everything traceable with citations back to the specific papers in your library
Team 16 days ago
ClinicalTrials.gov Database Integration
We’re integrating ClinicalTrials.gov so you can bring trial records into Paperguide alongside papers. Search and compare trials by condition, intervention, phase, outcomes, status, etc. Use trials as inputs for evidence synthesis (literature reviews, extraction tables, summaries) Extract key trial details into structured data (design, enrollment, endpoints, timeline) Connect trials with relevant publications to get a fuller view of the evidence landscape
Team 16 days ago
ClinicalTrials.gov Database Integration
We’re integrating ClinicalTrials.gov so you can bring trial records into Paperguide alongside papers. Search and compare trials by condition, intervention, phase, outcomes, status, etc. Use trials as inputs for evidence synthesis (literature reviews, extraction tables, summaries) Extract key trial details into structured data (design, enrollment, endpoints, timeline) Connect trials with relevant publications to get a fuller view of the evidence landscape
Team 16 days ago
arXiv Database Integration
We’re adding arXiv as a first-class data source in Paperguide so you can search, save, and use preprints directly in your workflows. Discover the latest preprints faster (especially for fast-moving fields) Pull papers into Literature Review and other agents just like regular publications Keep citations + links back to the source, so evidence stays traceable Better coverage for emerging topics where journal versions may lag
Team 16 days ago
arXiv Database Integration
We’re adding arXiv as a first-class data source in Paperguide so you can search, save, and use preprints directly in your workflows. Discover the latest preprints faster (especially for fast-moving fields) Pull papers into Literature Review and other agents just like regular publications Keep citations + links back to the source, so evidence stays traceable Better coverage for emerging topics where journal versions may lag
Team 16 days ago
Planned
AI Draft Reviewer
An AI reviewer for research drafts that gives fast, structured feedback you can actually act on. It checks: Whether claims are supported by evidence (and if citations are missing/weak) Structure and flow (section logic, argument progression, redundancy) Clarity and consistency (terminology, definitions, contradictions) Writing quality (readability, conciseness, academic tone) Alignment with common journal expectations (presentation, rigor, completeness) You’ll get a clear review plus concrete suggestions section-by-section, so you can revise with confidence before submission.
Team 16 days ago
Planned
AI Draft Reviewer
An AI reviewer for research drafts that gives fast, structured feedback you can actually act on. It checks: Whether claims are supported by evidence (and if citations are missing/weak) Structure and flow (section logic, argument progression, redundancy) Clarity and consistency (terminology, definitions, contradictions) Writing quality (readability, conciseness, academic tone) Alignment with common journal expectations (presentation, rigor, completeness) You’ll get a clear review plus concrete suggestions section-by-section, so you can revise with confidence before submission.
Team 16 days ago
In Progress
Paperguide Research Agent
We’re building a Paperguide Research Agent that acts like an ongoing assistant throughout your research process. It helps you: Plan a research topic and refine your question into a clear, researchable scope Analyze papers and results across sources (not just one PDF at a time) Synthesize findings into coherent themes, summaries, and comparisons Keep track of evidence and citations so conclusions stay traceable The goal is to support both quick exploration and deeper, iterative research—while staying grounded in the papers you’re working with.
Team 16 days ago
In Progress
Paperguide Research Agent
We’re building a Paperguide Research Agent that acts like an ongoing assistant throughout your research process. It helps you: Plan a research topic and refine your question into a clear, researchable scope Analyze papers and results across sources (not just one PDF at a time) Synthesize findings into coherent themes, summaries, and comparisons Keep track of evidence and citations so conclusions stay traceable The goal is to support both quick exploration and deeper, iterative research—while staying grounded in the papers you’re working with.
Team 16 days ago
In Progress
PDF Extraction Improvements
We’re improving how Paperguide extracts text, tables, and figures from PDFs—especially messy layouts (multi-column pages, scanned docs, dense tables, and image-heavy papers). These upgrades feed directly into everything downstream, so you’ll see: Better answers in Chat with PDF (cleaner grounding + fewer missed sections) More reliable inputs for Literature Reviews (less noise, stronger evidence capture) Higher-quality extracted tables/data (cleaner rows/columns, fewer broken headers) More accurate outputs across all agent workflows that depend on PDF understanding (screening, extraction, synthesis, citations) In short: cleaner extraction → stronger evidence → better, more consistent AI results.
Team 16 days ago
In Progress
PDF Extraction Improvements
We’re improving how Paperguide extracts text, tables, and figures from PDFs—especially messy layouts (multi-column pages, scanned docs, dense tables, and image-heavy papers). These upgrades feed directly into everything downstream, so you’ll see: Better answers in Chat with PDF (cleaner grounding + fewer missed sections) More reliable inputs for Literature Reviews (less noise, stronger evidence capture) Higher-quality extracted tables/data (cleaner rows/columns, fewer broken headers) More accurate outputs across all agent workflows that depend on PDF understanding (screening, extraction, synthesis, citations) In short: cleaner extraction → stronger evidence → better, more consistent AI results.
Team 16 days ago
Completed
Literature Review Agent
We’ve added a new Literature Review Agent to help you turn a research question into a traceable, structured review—without juggling dozens of tabs. How it works Start from our full database (~200M papers) or use your reference manager as the input set. The agent creates a step-by-step plan, then helps you find relevant papers, screen them, and extract key details before drafting the review. What you get A structured literature review with citations so you can verify claims quickly The candidate/selected papers list Screening outcomes (what was included/excluded and why) Extracted data (so you can reuse it for tables, analysis, or writing) Use it for quick overviews or deeper dives—especially when you want the workflow and evidence in one place.
Team About 1 month ago
Completed
Literature Review Agent
We’ve added a new Literature Review Agent to help you turn a research question into a traceable, structured review—without juggling dozens of tabs. How it works Start from our full database (~200M papers) or use your reference manager as the input set. The agent creates a step-by-step plan, then helps you find relevant papers, screen them, and extract key details before drafting the review. What you get A structured literature review with citations so you can verify claims quickly The candidate/selected papers list Screening outcomes (what was included/excluded and why) Extracted data (so you can reuse it for tables, analysis, or writing) Use it for quick overviews or deeper dives—especially when you want the workflow and evidence in one place.
Team About 1 month ago