The Curious Engineer

All blogs / AI / ML

Kapa Research and Insights

kapa.ai/blog

Connect docs, tickets, wikis and 30+ other sources, then launch accurate AI agents your users and teams can trust. Trusted by 200+ companies like OpenAI, monday.com and Logitech.

AI / ML

’24’25’26
Posts
61 from 4 Mar 2024 to 16 Oct 2026
Posting
weekly (51 in the last year)
Kind
company blog

2026 44

  1. Oct 5, 2026Emil SorensenBuild and run your Kapa agents from Claude, ChatGPT and moreProduct
  2. Oct 12, 2026Emil SorensenIntroducing the Kapa AI node for n8n: RAG for any AI AgentProduct
  3. Research
  4. Oct 15, 2026Janis FluriJev is NOT a state-of-the-art reranker (but it's close)Research
  5. Oct 26, 2026Matteo Bortoletto,Janis FluriRetrieval’s bottleneck is moving from finding to selectingResearch
  6. Oct 16, 2026Emil SorensenKapa now supports WebMCPProduct
  7. Benchmarking retrieval for agents on messy real-world company knowledge - kapa.ai
  8. Bringing Your Knowledge into a Pylon Agent - kapa.ai
  9. How we taught a small LLM to throw away 68% of our RAG context - kapa.ai
  10. How to optimize knowledge retrieval for your agents - kapa.ai
  11. Introducing Kapa for Agent Context - kapa.ai
  12. How we index images for RAG - kapa.ai
  13. Making an Agent Co-Pilot for Intercom (Fin) - kapa.ai
  14. Why your agent needs access to your documentation - kapa.ai
  15. How to evaluate RAG systems without relying on vibes - kapa.ai
  16. How to plug Kapa into Fin with MCP - kapa.ai
  17. How to choose a PDF-to-markdown converter - kapa.ai
  18. Why Confluence AI Falls Short for Technical Teams (+ Alternatives That Actually Work) - kapa.ai
  19. How to Build a Documentation MCP Server - kapa.ai
  20. AI Tool For Developer Onboarding - kapa.ai
  21. AI For Your Internal Knowledge Base - kapa.ai
  22. AI That Helps You Understand How Devs See Your Documentation - kapa.ai
  23. AI For Answering Technical Questions in Documentation - kapa.ai
  24. Code as a Source: We Tried for 2 Years. Now It's Finally Here. - kapa.ai
  25. AI For Technical Support Questions - kapa.ai
  26. Remote MCP Servers: Hosting, Authentication & Best Practices - kapa.ai
  27. Launch: Custom Auto Tags - kapa.ai
  28. How To Make A Front Email AI Agent - kapa.ai
  29. How to Pull Your Linear Data Into Kapa - kapa.ai
  30. Every Kapa Data Source Now Syncs Automatically - Including Web Crawls - kapa.ai
  31. AI Knowledge Base for Technical Products: Complete Guide [2026] - kapa.ai
  32. Automating Github Issues Responses with Kapa - kapa.ai
  33. Driving Users to MCP - kapa.ai
  34. Top 5 AI Documentation Chatbots [2026] - kapa.ai
  35. From “I Don’t Know” to Insight: Using AI to Find Documentation Gaps - kapa.ai
  36. Why You Shouldn't Build Your Own AI Knowledge Base (And What to Do Instead) - kapa.ai
  37. The Hard Part of RAG Isn’t Retrieval or Generation - kapa.ai
  38. How to Pull Your Pylon Data Into Kapa - kapa.ai
  39. How to Build a RAG Pipeline from Scratch in 2026 - kapa.ai
  40. How to Turn Your Docs AI Chat Into a Perpetual Feedback Loop - kapa.ai
  41. Documentation Is Becoming Interactive - Here’s What That Means for DevRel Teams - kapa.ai
  42. How to Add an AI Assistant to Your Docs (in Under 1 Hour) - kapa.ai
  43. RAG Gone Wrong: The 7 Most Common Mistakes (and How to Avoid Them) - kapa.ai
  44. Building Your Knowledge Base With Kapa Insights - kapa.ai

2025 11

  1. Your Users Are Telling You What's Missing from Your Docs - Here's How to Listen - kapa.ai
  2. How to Add Any Knowledge Source to n8n with MCP - kapa.ai
  3. How to Automate RFP Responses with AI (Claude, ChatGPT + Your Docs) - kapa.ai
  4. Tutorial: How To Make a Zendesk Email AI Agent - kapa.ai
  5. How to Build an AI Agent That Actually Knows Your Product - kapa.ai
  6. Launch a Docs MCP Server for Your Users in One Click - kapa.ai
  7. Build vs Buy: The Hidden Iceberg of AI Assistants (Why Most In-House AI Agent Projects Fail) - kapa.ai
  8. Tutorial: Build an agentic AI system with knowledge of your product - kapa.ai
  9. Kapa.ai + Apache Superset: Transforming Community Support Through AI - kapa.ai
  10. LLMs vs. 1,000-Page PDFs: Why AI Fails at Semiconductor Docs (and How to Fix It) - kapa.ai
  11. Evaluating modular RAG with reasoning models - kapa.ai

2024 6

  1. What Are AI Hallucinations? Causes, Examples & How to Prevent Them - kapa.ai
  2. RAG Best Practices: Lessons from 100+ Technical Teams - kapa.ai
  3. kapa.ai Secures $3.2M to Advance Technical AI Assistants - kapa.ai
  4. How Mapbox, Monday.com and CircleCI Use In-App Product AI Assistants - kapa.ai
  5. How Clean Canvas Used AI to Deflect 18% of Support Tickets in 1 Month - kapa.ai
  6. Optimizing Technical Docs for LLMs - kapa.ai