RedLordezh7Venom/FilmSumaRAG

System design improvement

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#3 opened on Jul 24, 2025

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 (2 comments) (0 reactions) (0 assignees)TypeScript (2 forks)auto 404
enhancementhelp wantednecessaryquestion

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Description

Improve the overall system design, apart from good Ops practicse,

  1. Vector DB
  2. Redis (for caching)
  3. Database (load summaries , no need to generate new)
  4. Load balancing
  5. API abuse prevention
  6. Better practises, for better scaling

Contributor guide

Research direction
Research best practices for scaling a RAG application, including vector database setup, Redis caching strategies, database optimization, load balancing approaches, and API abuse prevention. Consider trade offs and provide recommendations.
Tech stack
typescriptredis
Domain
backendinfrastructure
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.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Needs investigation
Prerequisites
System designCachingLoad balancing
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30