sortedcord / sortedcord/omnia

Memory decay retrieval scoring

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memory
Dominant language
TypeScript
Stars
7
Forks
3
PR merge metrics
No merged PRs in 30d

Description

Implement

$$S = R \times I \times e^{-\lambda t}$$

on top of the existing vector archive.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reading the existing vector archive and tracing how retrieval scores are currently calculated. Clarify what R, I, λ, and t represent in this project, then implement the decay-adjusted scoring so archived results are ranked by the stated formula. Done means retrieval consistently applies the formula on top of the existing archive.

Written by the indexing model from the issue text.

Assessment

Tech stack
typescript
Domain
ai
Issue type
Feature
Difficulty
3/5
Estimated time
1-2 days
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
45/100

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