Mutable.ai Auto Wiki

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Mutable.ai Auto Wiki

How we leapfrogged traditional vector based RAG with a 'language map'

twitter.com

#codebase chat#rag#code wiki#llm code assistant

162points
55comments
#507of 3,515 in 2024
Top 15%of 2024 by points

How HN took it

MixedNo clear lean

7 positive, 7 neutral or asking, 1 mixed, 3 critical, out of 18 comments about the project. Thread score +0.15.

Idea: 3 for, 1 againstPricing: 0 for, 2 againstPerformance: 1 for, 0 againstExecution: 1 for, 0 against

The thread, comment by comment

Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.

positive neutral or mixed critical about another commenter or something else the maker

What HN said

What people liked

  • Commenters found the wiki approach interesting and effective

    From 3 comments
    • Looks similar to what we're doing in Pythagora with CodeMonkey agent (prompt: https://github.com/Pythagora-io/gpt-pilot/blob/main/core/prompts/code-monkey/describe_file.prompt,…
      senko on HN
    • Nice job on this, it’s a really interesting approach. I’ve been developing an open-source coding agent over the past year, and RAG just wasn’t working at all. I switched to a…
      kleneway1 on HN
    • This is amazing. Do you have any information on the implementation?
      J_Shelby_J on HN

Objections

  • Login required to ask questions

    From 2 comments
    • it wants me to login to ask a question I will just keep using phind you have vc dollars - sponsor a public free search over open source repos. Also think about what happens when…
      spirobelv2 on HN
    • This comes across as pretty rude... they're already indexing and generating pages for public repos for free, and providing this search for free, just behind a login. If you want…
      fudged71 on HN
  • Wiki may be too wordy and not token efficient

    From 1 comment
    • I agree that many AI coding tools have rushed to adopt naive RAG on code. Have you done any quantitative evaluation of your wiki style code summaries? My first impression is that…
      anotherpaulg on HN

Requests

  • Open access without login for public repos

    From 1 comment
    • it wants me to login to ask a question I will just keep using phind you have vc dollars - sponsor a public free search over open source repos. Also think about what happens when…
      spirobelv2 on HN

Questions

  • How the wiki is generated and structured

    From 2 comments
    • Can you share some basic insight into how your system processes an open source repo to generate a wiki with a hierarchy and structure that maps to the same or similar hierarchy…
      billmalarky on HN
    • Do you build a syntax tree of the code, then loop the tree to auto-write an article for each node (or the larger or more material nodes) and then also reference the tree to pull…
      billmalarky on HN

Alternatives named

  • Aider repo map

    From 1 comment
    • I agree that many AI coding tools have rushed to adopt naive RAG on code. Have you done any quantitative evaluation of your wiki style code summaries? My first impression is that…
      anotherpaulg on HN
  • Phind

    From 1 comment
    • it wants me to login to ask a question I will just keep using phind you have vc dollars - sponsor a public free search over open source repos. Also think about what happens when…
      spirobelv2 on HN

Category, keywords, summaries and labels on this page were made by AI (Thread Reader v2) and not checked by hand. Each point links to the comments it came from.

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