llmware-ai / llmware-ai/llmware

README Documentation Cleanup & Structure Improvement

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Dominant language
Python
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Description

Description
The llmware repository contains a very rich and comprehensive README, but its length and density make it difficult for new users to quickly understand where to start and how different components fit together.

Observed Issues

  • README is extremely long and overwhelming for first-time users
  • Multiple sections overlap in purpose (Getting Started, Quick Start, Features, Examples)
  • Important links (examples, videos, docs, models) are scattered
  • Advanced content (benchmarks, release notes, white papers) dominates early onboarding
  • Installation and setup steps are buried deep within the document
  • Navigation becomes difficult despite the Table of Contents

Suggested Improvements

  • Add a “Start Here” / Beginner Path section at the top
  • Split README into clear tiers:
  1. Overview & Value Proposition
  2. Quick Start (minimal example)
  3. Core Concepts (RAG, Agents, Models)
  • Examples & Use Cases
  • Advanced Topics & Benchmarks
  • Move long sections (Release Notes, White Papers, Benchmarks) to:
  1. /docs or separate markdown files
  2. Add a short Architecture / How llmware works diagram or explanation
  • Highlight recommended setup paths (Laptop, Local CPU, Enterprise)
  • Improve markdown consistency and reduce visual clutter
  • Add badges (PyPI version, OS support, License, Discord)

Expected Outcome

  • A cleaner, more approachable README that:
  • Reduces onboarding friction
  • Helps users quickly find relevant examples
  • Makes llmware more accessible to developers new to RAG and Agents
  • Improves long-term maintainability of documentation

Additional Notes
I’d be happy to help refactor the README or submit a PR with a reorganized structure if that’s helpful.

Contributor guide

No contributing guide indexed for this repository

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 reviewing the repository README and the proposed /docs locations, then inventory its onboarding, examples, advanced topics, links, and navigation. Done means a reorganized README with a clear beginner path, concise setup guidance, consistent sections, and long-form material moved or linked appropriately.

Written by the indexing model from the issue text.

Assessment

Domain
documentation
Issue type
Documentation
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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