My local LLM reconstructed deleted project documentation from just the code, and it was nearly perfect
He's been building PCs since young, and when not creating content, you can often find him inside a chassis somewhere. It's one thing to fire up Ollama and choose a model to ask it some general queries and something completely different to request something more in-depth. I thought about how well LLMs can put together documentation, using project files as a source, so I decided to see how well my Qwen 3.6:27b-q4_K_M would handle it.
- ▪He's been building PCs since young, and when not creating content, you can often find him inside a chassis somewhere.
- ▪It's one thing to fire up Ollama and choose a model to ask it some general queries and something completely different to request something more in-depth.
- ▪I thought about how well LLMs can put together documentation, using project files as a source, so I decided to see how well my Qwen 3.6:27b-q4_K_M would handle it.
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Story provenance
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Record
| Original publisher | XDA Developers |
| Canonical URL | https://www.xda-developers.com/deleted-documentation-for-project-asked-local-llm-to-reconstruct-it/ |
| Publication time | Fri, 25 Sep 2026 20:00:18 GMT |
| Retrieval time | 2026-09-25T20:04:58.350Z |
| Last seen | 2026-09-25T20:04:58.350Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | 1jWAfOUUq3iF · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
{ "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": "1", "name": "Home", "item": "https://www.xda-developers.com/" }, { "@type": "ListItem", "position":"2", "name": "AI tools", "item": "https://www.xda-developers.com/ai-tools/" }, { "@type": "ListItem", "position":"3", "name": "My local LLM reconstructed deleted project documentation from just the code, and it was nearly perfect", "item": "https://www.xda-developers.com/deleted-documentation-for-project-asked-local-llm-to-reconstruct-it/" } ] } My local LLM reconstructed deleted project documentation from just the code, and it was nearly perfect By Rich Edmonds Published Sep 25, 2026, 4:00 PM EDT Richard is the PC Hardware Lead at XDA and has been covering the technology…
Excerpt limited to ~120 words for fair-use compliance. The full article is at XDA Developers.
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