Recommendations and search

Recommendations

Get personalized resource recommendations based on your Research Interests.

Daily Digest

remyxai papers digest

Shows today’s top recommendations grouped by Research Interest. Each entry includes the resource title, source type, relevance score, and why it was recommended.

Flag	Description	Default
`--limit, -n`	Max items per interest	5
`--period, -p`	`today`, `week`, or `all`	`today`
`--format, -f`	`text` or `json`	`text`
`--full`	Show full reasoning text without truncation	—

remyxai papers digest

remyxai papers digest --period week --format json

remyxai papers digest --full --limit 3

List Recommendations

remyxai papers list

Flat list of all recommendations (not grouped by interest). Supports more granular filtering.

Flag	Description	Default
`--interest, -i`	Filter by interest name or UUID	(all interests)
`--limit, -n`	Max results (1-50)	20
`--period, -p`	`today`, `week`, or `all`	`all`
`--source-type, -s`	Filter by source type (`arxiv_paper`, `github_repo`, etc.)	(all types)
`--format, -f`	`text` or `json`	`text`
`--full`	Show full reasoning text	—

# Papers for a specific interest from this week
remyxai papers list --interest "Retrieval-Augmented Generation" --period week

# Only GitHub repos
remyxai papers list --source-type github_repo

Refresh Recommendations

remyxai papers refresh

Triggers an async recommendation refresh. By default, refreshes all active interests. Use --wait to block until complete.

Flag	Description	Default
`--interest, -i`	Refresh a specific interest (name or UUID)	(all active)
`--num-results, -n`	Items per interest	(uses interest’s daily_count)
`--wait, -w`	Block until all tasks complete	—
`--format, -f`	`text` or `json`	`text`

remyxai papers refresh --wait

remyxai papers refresh --interest "Reinforcement Learning" --wait

Check Refresh Status

remyxai papers refresh-status <task_id>

Poll the status of an async refresh task (from papers refresh without --wait).

Search

Search across the Remyx resource index — papers, repos, models, and datasets with Docker availability filtering.

Query

remyxai search query "retrieval augmented generation for code"

Flag	Description	Default
`--max-results, -n`	Maximum results	10
`--category, -c`	Filter by category (can be specified multiple times)	(all)
`--docker`	Only show resources with runnable Docker environments	—
`--no-docker`	Only show resources without Docker	—

# Search for Docker-ready resources only
remyxai search query "vision language models" --docker --max-results 5

# Filter by category
remyxai search query "reinforcement learning" --category cs.LG --category cs.AI

Get Resource Details

remyxai search info 2308.12345

Returns detailed information for a specific resource by arXiv ID, including full abstract, Docker status, Dockerfile contents, and reference summary.

Flag	Description	Default
`--format, -f`	`text` or `json`	`text`

List Recent Resources

remyxai search list

Browse recently added resources with pagination.

Flag	Description	Default
`--limit, -n`	Number of results	20
`--offset, -o`	Pagination offset	0
`--category, -c`	Filter by category (multiple allowed)	(all)
`--docker` / `--no-docker`	Filter by Docker availability	(all)

Catalog Statistics

remyxai search stats

Shows aggregate stats: total assets, Docker availability counts, category breakdown, and citation classification coverage.

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Recommendations and search