B to Machine Learning@academy.gardenEnglish · 1 year ago

[D] OpenAl vs. Llamalndex: Evaluating RAG Performance

B to Machine Learning@academy.gardenEnglish · 1 year ago

A comparison of the OpenAl Assistant API vs Llamalndex, where Llamalndex perfromed materially better than OpenAl.

Here’s the TLDR; OpenAl’s Assistants API: Showcases high efficiency with single documents but faces challenges when managing multiple documents. Llamalndex: Exhibits consistent performance across both single and multiple document formats, outshining OpenAl in more complex scenarios.

Chat

coumineolB
link
fedilink
English
arrow-up
1·
1 year ago
Indubitably.

Machine Learning@academy.garden

machinelearning@academy.garden

Create a post

You are not logged in. However you can subscribe from another Fediverse account, for example Lemmy or Mastodon. To do this, paste the following into the search field of your instance: !machinelearning@academy.garden

Community Rules:

Be nice. No offensive behavior, insults or attacks: we encourage a diverse community in which members feel safe and have a voice.
Make your post clear and comprehensive: posts that lack insight or effort will be removed. (ex: questions which are easily googled)
Beginner or career related questions go elsewhere. This community is focused in discussion of research and new projects that advance the state-of-the-art.
Limit self-promotion. Comments and posts should be first and foremost about topics of interest to ML observers and practitioners. Limited self-promotion is tolerated, but the sub is not here as merely a source for free advertisement. Such posts will be removed at the discretion of the mods.

Visibility: Public

This community can be federated to other instances and be posted/commented in by their users.

1 user / day
1 user / week
1 user / month
1 user / 6 months
11 local subscribers
14 subscribers
793 Posts
3.09K Comments
Modlog

mods:
communick@academy.garden