Storia-AI/sage

Feature Request: Consider adding in memory index for local mode

Open

#26 opened on Sep 6, 2024

View on GitHubContributor guide
 (4 comments) (0 reactions) (0 assignees)Python (116 forks)auto 404
good first issuehacktoberfest🔥 difficulty: 2

Repository metrics

Stars
 (1,267 stars)
PR merge metrics
 (PR metrics pending)

Description

If i am trying to chat with a one off github repo, running docker feels a bit heavy. A local python file for embeddings, a local HF model for calculating the vectors might also be a reasonable thing to do.

Contributor guide

Research direction
Explore implementing an in memory index using embeddings with a local HuggingFace model for vector computation.
Tech stack
python
Domain
backendmachine learningai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonMachine Learning Basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60