Avoiding Cascading Failure in LLM Prompt Chains

• open-recommender

  1 17 10.0 TypeScript

  Discontinued Using LLMs to implement an open source YouTube video recommendation system. [Moved to: https://github.com/bjsi/open-recommender]

  

I noticed this a lot while working on Open Recommender, an open source YouTube video recommender system which takes users' Twitter feeds as input, infers the kind of topics they are interested in and searches YouTube to find relevant YouTube videos and clips to recommend them.

• RankGPT

  1 436 8.3 Python

  Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

Finally at the end of the pipeline, I added a more expensive filtering and ranking step inspired by RankGPT to do a final ordering over the remaining video clips, picking only the top 10-15 to recommend to the user.

• SurveyJS

  surveyjs.io featured

  Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

  

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