HarperFast / HarperFast/studio

Improve embeddings / vector search story in Studio

Open
#1,526 0 comments 0 reactions 0 assignees View on GitHub
blocked
Dominant language
TypeScript
Stars
5
Forks
4
Avg merge
1d 8h
Merged PRs (30d)
40

Description

We can display the embeddings in your table in Studio today, but there are some things we can improve:

- [ ] Better handling of display of the massive arrays in the UI
- [ ] Allow forming embeddings to actually search by them, assuming we know the model and can reach it, if we have the work set forth in https://github.com/HarperFast/harper/issues/510 available
- [ ] Once we do search, we can display relevance / similarity when displaying search results in some nice way

Contributor guide

Open the contributing guide

Research direction

The issue names no files or tests. Start by locating the existing embedding display in Studio and read the linked Harper issue 510; done would mean making large arrays usable, enabling embedding-based search when the model is reachable, and showing relevance or similarity in results.

Written by the indexing model from the issue text.

Assessment

Tech stack
typescript
Domain
frontend, search
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.