How to Build a Personal Knowledge Base with Glasp AI Highlighting and Summaries

Reading articles, papers, and web content without a systematic way to capture insights leads to information loss and wasted time. Glasp solves this by providing a frictionless highlighting experience combined with AI-powered summaries and a searchable knowledge base. This tutorial covers setting up Glasp and building a personal knowledge base that grows with your reading.

Step 1: Install the Glasp Browser Extension

Visit glasp.co and click “Install for Chrome” or “Install for Safari” depending on your browser. The extension adds a highlighting toolbar to every web page you visit. After installation, create your Glasp account and complete the brief onboarding — select your interests and topics to help Glasp tailor your social learning feed. The extension icon in your browser toolbar shows your highlight count and provides quick access to your Glasp profile.

Step 2: Highlight Your First Article

Navigate to any article or blog post. Select any text on the page, and you’ll see the Glasp highlight toolbar appear with color options. Choose a color to highlight the text — different colors can represent different categories (e.g., yellow for key insights, green for quotes, blue for questions). Each highlight is automatically saved to your Glasp profile with the source URL, page title, and date. You can also add a note to any highlight by clicking the “Add Note” button that appears after highlighting.

Step 3: Organize Highlights with Tags

Tags are the primary organization system in Glasp. After creating a highlight, add tags by clicking the tag icon. Use consistent, descriptive tags that match your knowledge management system — for example, “machine-learning”, “productivity”, “design-principles”, “leadership”. Glasp suggests tags based on your existing library and the article’s content. Over time, your tag system creates a navigable taxonomy of your reading interests that makes it easy to find related highlights across different sources.

Step 4: Use AI Summaries for Quick Review

After highlighting an article, click the Glasp extension icon and select “AI Summary.” Glasp’s AI generates a concise summary of your highlights, distilling the key points into a few sentences. This is invaluable for quickly reviewing articles you’ve read without re-reading the entire source. The AI summary is saved alongside your highlights and can be accessed from your Glasp profile at any time. Use summaries to create weekly review notes or to prepare for discussions and presentations.

Step 5: Explore the Social Learning Feed

Glasp’s social feature is what makes it unique. Click on your Glasp profile to see your highlights feed, and navigate to the “Community” tab to see what others have highlighted. When you visit an article that others have highlighted, you’ll see their highlights alongside yours — this provides alternative perspectives and highlights you might have missed. Follow users whose reading interests align with yours to build a curated knowledge network. This social layer transforms Glasp from a personal tool into a collaborative learning platform.

Step 6: Export to Your Knowledge Management System

Glasp integrates with popular note-taking apps to ensure your highlights flow into your existing workflow. Connect Glasp to Notion, Obsidian, or Roam Research through the integrations settings. Once connected, your highlights are automatically synced to your chosen app in a structured format — typically organized by source article with tags and notes preserved. You can also export highlights manually in Markdown format by clicking “Export” on your profile page. This ensures your Glasp highlights become part of your broader knowledge management system rather than existing in isolation.

Best Practices

• Develop a consistent color-coding system for different types of insights and stick to it across all articles.
• Add tags immediately after highlighting — it’s much harder to organize retroactively.
• Use AI summaries for weekly reviews to reinforce learning and identify connections between different articles.
• Follow experts in your field to discover high-quality content and insights you might otherwise miss.