Kapa

Most-linked posts?

1. Show HN: ChatGPT for the Langchain docs deployed as a Discord bot
   4 people · 6 mentions · first linked 2023-02-09
2. AI hallucinations: Why LLMs make things up (and how to fix it)
   2 people · 2 mentions · first linked 2024-12-01

What Hacker News says?

1. verdverm · 2025-01-23

   We shouldn't really have to retrain models for them to be able to work with new versions of libraries or frameworks. That seems like a flaw in the LLM (only?) setup. One should probably be using RAG at a minimum to pull in the correct documentation and references. Something like Kapa, but not limited to a single project https://www.kapa.ai/

   Comment linking /

   on “Tailwind CSS v4.0”
2. emil_sorensen · 2024-12-04

   Submitted AI hallucinations: Why LLMs make things up (and how to fix it) as a story · 196 points

   HN discussion
3. verdverm · 2024-04-07

   https://www.kapa.ai/ seems to be the most popular saas for developer tools & docs. I'm seeing it all over the place

   Comment linking /

   on “Dot – A standalone open source app meant for easy use of local LLMs and RAG”
4. emil_sorensen · 2025-02-25

   Submitted Evaluating modular RAG with reasoning models as a story · 62 points

   HN discussion
5. eudoxus · 2023-03-31Recommends

   Probably want to check out https://www.kapa.ai/ , no affiliation, just a fan.

   Comment linking /

   on “Vicuna: An open-source chatbot impressing GPT-4 with 90% ChatGPT quality”
6. emil_sorensen · 2026-10-26

   Submitted Retrieval's bottleneck is moving from finding to selecting as a story · 32 points

   HN discussion
7. emil_srnsn · 2023-03-16

   Congrats on the launch! We're building something similar [1] and are also observing a lot of the same usage patterns. What seems to happen when the chatbot says "Hmmm, I don't know..." is that the DevRel team uses that to guide them to missing documentation sections. That's why we're building a whole analytics suite and documentation heatmap around the product to give insights about doc usage. Here's a quick demo [2…

   Comment linking /

   on “Launch HN: Sidekick (YC W23) – AI support bot for developers”
8. emil_sorensen · 2026-10-02

   Submitted Benchmarking retrieval for agents on messy real-world company knowledge as a story · 27 points

   HN discussion
9. emil_sorensen · 2026-10-20

   Submitted Jev is NOT a reranker (but wow it's close) as a story · 10 points

   HN discussion
10. emil_sorensen · 2024-11-11

    Submitted RAG Best Practices: Lessons from 100 Technical Teams as a story · 7 points

    HN discussion
11. mooreds · 2024-07-25

    Submitted Mapbox reduces monthly support tickets by 20% with Kapa.ai as a story · 4 points

    HN discussion
12. emil_sorensen · 2026-10-16

    Submitted Jev is NOT a reranker (but it's close) as a story · 2 points

    HN discussion
13. emil_sorensen · 2026-07-06

    Submitted We taught a small LLM to throw away 68% of our RAG context as a story · 2 points

    HN discussion
14. mooreds · 2026-03-10

    Submitted Remote MCP Servers: Hosting, Authentication and Best Practices as a story · 2 points

    HN discussion
15. taubek · 2025-09-24

    Submitted Tutorial: Build an agentic AI system with knowledge of your product as a story · 2 points

    HN discussion
16. mooreds · 2025-09-03

    Submitted Build an MCP Server with Kapa.ai as a story · 2 points

    HN discussion
17. mooreds · 2026-06-02

    Submitted How We Index Images for RAG as a story · 1 points

    HN discussion
18. mooreds · 2026-05-22

    Submitted What 1,192 conversations taught us about knowledge base search in AI agents as a story · 1 points

    HN discussion
19. emil_sorensen · 2026-05-19

    Submitted The tool that made our AI agent better at using its tools as a story · 1 points

    HN discussion
20. taubek · 2026-01-30

    Submitted RAG Gone Wrong: The 7 Most Common Mistakes (and How to Avoid Them) as a story · 1 points

    HN discussion
21. mooreds · 2025-12-05

    Submitted Launch a Docs MCP Server for Your Users in One Click as a story · 1 points

    HN discussion
22. mooreds · 2025-04-23

    Submitted LLMs vs. 1k-Page PDFs: Why AI Fails at Semiconductor Docs as a story · 1 points

    HN discussion
23. taubek · 2025-04-21

    Submitted Optimizing Technical Docs for LLMs as a story · 1 points

    HN discussion
24. mooreds · 2024-12-01

    Submitted Why Large Language Models Make Things Up (and How to Fix It) as a story · 1 points

    HN discussion
25. mooreds · 2024-10-04

    Submitted Kapa.ai Secures $3.2M to Advance Technical AI Assistants as a story · 1 points

    HN discussion
26. omarfarooq · 2023-10-23

    Submitted Kapa: ChatGPT for your developer-facing product as a story · 1 points

    HN discussion
27. emil_srnsn · 2023-02-09

    Submitted Show HN: ChatGPT for the Langchain docs deployed as a Discord bot as a story · 1 points

    HN discussion

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• AAndreessen Horowitza16z.com