PureLab:AI Music Manager
Industrial Analysis & Control
Only for Mac
Free · In‑App Purchases
Manager AI Assistant Launched
PureLab 6.0: Industrial Local Audio Management & AI Assistant Workbench
PureLab is an industrial-grade asset management workbench for music collectors, producers, DJs, and sound designers. Version 6.0 introduces natural language audio management driven by the Manager AI Assistant, transforming chaotic local files into Hollywood-grade digital assets.
Key Features
Manager AI Assistant (New in 6.0):
Manage libraries via natural language chat. Supports BYOK (Bring Your Own Key) for custom LLMs, enabling smart filtering, tag restructuring, and asset classification while ensuring 100% data privacy.
Pipeline Automation Workflow:
Action Group orchestration for millisecond-level batch processing (e.g., "Extract $\rightarrow$ Replace $\rightarrow$ CJK Processing $\rightarrow$ Write").
VS Code-Style Workbench:
High-density split layouts optimized for instant, lag-free operations across massive libraries (100k+ assets).
Industrial Text Cleaning Engine:
Smart case formatting, deep CJK conversion (Pinyin, Romaji, Simplified/Traditional Chinese), and instant batch search/replace.
AI Analysis & Tag Bridging:
On-device AI tags Genre, Mood, Instruments, BPM, and Camelot Keys, writing metadata directly into files for full Rekordbox and Hi-Res player compatibility.
Physical File & Snapshot Control:
Auto-rename physical paths based on tags, embed HD art/lyrics, and protect files with single-track rollbacks and global snapshot disaster recovery.
Industrial Standards (UCS & BWF):
Native Hollywood Universal Category System (UCS) auto-alignment, Broadcast Wave Format (BWF) read/write, and Excel metadata import/export.
Inspiration Hub & AI Search:
Floating "Music Basket" auto-converts formats on DAW drag-and-drop. CLAP-driven Text-to-Audio and Audio-to-Audio similarity search.
Quality Control & 100% Offline:
Spectral cutoff analysis detects fake lossless files. All AI models run 100% locally offline—no data ever leaves your device.
Free: Basic tagging, single rollback, Hi-Res QA, UI trial, AI tagging (free quota).
Plus: Unlimited AI tagging/Bridge, basic Pipelines, full UI, advanced Replace/CJK, Music Basket, Excel I/O, auto-rename, batch embed, unlimited global recovery.
Pro: Plus features + advanced Pipelines, Next-Gen AI Search, UCS auto-class, BWF read/write, Custom Tags.
Contact
Website: [https://efficient-lab.com/](https://efficient-lab.com/)
more Manager AI Assistant Launched:
Step into the era of natural language asset management. Issue vague or complex library commands via plain-language chat to automatically filter across folders, restructure tags, and classify assets.
Flexible BYOK (Bring Your Own Key) Integration:
Connect your preferred Large Language Models (LLMs) to power your custom digital asset assistant while keeping 100% data sovereignty in your hands.
6.0.0 Sep 12
Pipeline Automation (New in 5.0)
Action Group Orchestration: Designed for ultra-fast batch processing. Freely arrange lightweight nodes such as "Tag Extraction -> CJK Processing -> Tag Writing".
Millisecond-Level Cleaning & Restructuring: Ditch time-consuming deep scans. Achieve fully automated standardization of your local library with a single click through millisecond-level pipeline cleaning based entirely on existing tags.
5.0.0 Aug 11
1. All-New VS Code-Style Workbench Mode
Developer-Grade UI: The interface has been completely rebuilt with modern sidebars, multi-panel splits, and high-density layouts, offering coding-editor-like fluidity.
Lightning-Fast Performance: Optimized underlying data structures for massive libraries, allowing zero-lag batch selection, previewing, and editing of tens of thousands of files.
2. Industrial Text Cleaning & Replace Engine
Smart Case Conversion: Instantly convert titles, artists, and filenames to UPPERCASE, lowercase, or Title Case to eliminate naming inconsistencies.
CJK Language Governance: A built-in Asian language engine supporting "Chinese to Pinyin," "Simplified/Traditional Chinese," and "Japanese/Korean to Romaji," permanently eradicating garbled text and sorting issues.
Powerful Replace Processing: A precision text replacement engine to instantly batch-remove website suffixes, standardize prefixes, or correct specific metadata.
3. Roadmap Sneak Peek
Pipeline Automation: An Action Group mode designed for rapid batch processing. Sequence lightweight nodes (Extract > Convert > Clean ) for millisecond-level library standardization based on existing tags.
Manager Agent: BYOK (Bring Your Own Key) support for a powerful local Agent. Say goodbye to complex menus—simply use natural language chat to instruct your AI manager to filter, tag, and restructure your library.
4.0.0 Jul 20
1. "Tag Bridging" Feature
Seamless Integration with Pro Software: Bridged tags can now be perfectly recognized and read by major professional DJ software (such as Rekordbox, Serato) and various local Hi-Res music players. Your AI analysis results are no longer isolated within the app, but truly integrated into your entire professional workflow.
2. Batch Cover & Lyric Embedding
Deep Physical Embedding: Introducing a lightning-fast batch embedding feature. You can now directly write and embed high-resolution album covers and lyrics into the underlying physical structure of your audio files.
Cross-Device Consistency: Whether you are backing up files, sharing them with collaborators, or importing them to other playback devices, your embedded covers and lyrics will be accurately read and flawlessly displayed, perfectly meeting the high standards of local music collectors.
If you enjoy using Pure Lab, please consider leaving us a rating and review in the store!
3.3.4 Jul 11
1. "Tag Bridging" Feature
Seamless Integration with Pro Software: Bridged tags can now be perfectly recognized and read by major professional DJ software (such as Rekordbox, Serato) and various local Hi-Res music players. Your AI analysis results are no longer isolated within the app, but truly integrated into your entire professional workflow.
2. Batch Cover & Lyric Embedding
Deep Physical Embedding: Introducing a lightning-fast batch embedding feature. You can now directly write and embed high-resolution album covers and lyrics into the underlying physical structure of your audio files.
Cross-Device Consistency: Whether you are backing up files, sharing them with collaborators, or importing them to other playback devices, your embedded covers and lyrics will be accurately read and flawlessly displayed, perfectly meeting the high standards of local music collectors.
If you enjoy using Pure Lab, please consider leaving us a rating and review in the store!
3.3.3 Jul 3
1. "Tag Bridging" Feature
Seamless Integration with Pro Software: Bridged tags can now be perfectly recognized and read by major professional DJ software (such as Rekordbox, Serato) and various local Hi-Res music players. Your AI analysis results are no longer isolated within the app, but truly integrated into your entire professional workflow.
2. Batch Cover & Lyric Embedding
Deep Physical Embedding: Introducing a lightning-fast batch embedding feature. You can now directly write and embed high-resolution album covers and lyrics into the underlying physical structure of your audio files.
Cross-Device Consistency: Whether you are backing up files, sharing them with collaborators, or importing them to other playback devices, your embedded covers and lyrics will be accurately read and flawlessly displayed, perfectly meeting the high standards of local music collectors.
If you enjoy using Pure Lab, please consider leaving us a rating and review in the store!
3.3.0 Jul 1
This major 3.0 update brings epic AI search capabilities and deeper industrial standard support, massively boosting the efficiency of managing and orchestrating your local audio assets:
* New Next-Gen AI Search Engine (Pro Version):
* CLAP Description Search (Text-to-Audio): Simply input a visual vibe or timbral description, and the AI will accurately extract the semantically matching samples.
* Audio-to-Audio Search: Drop in a reference audio file to instantly find related assets with similar timbres or rhythms in your local library.
* New "Music Basket" Inspiration Hub (Plus/Pro Version): Featuring an all-new floating window design, you can toss desired assets into the basket at any time and perform secondary searches within it. When seamlessly dragging basket items into any DAW, the system automatically converts them to the required target format, completely eliminating the hassle of manual transcoding.
* UCS Auto-Classification System (Plus/Pro Version): Natively supports the Hollywood Universal Category System. Not only does it offer two-way parsing, but it also allows you to align massive amounts of scattered assets to industrial-grade classifications with just one click.
* Excel Tag Interoperability (Plus/Pro Version): Added Excel import/export functionality, making it incredibly easy to batch edit tags for tens of thousands of assets and seamlessly hand over data for massive projects.
* BWF Industrial Standard Support (Pro Version): Added deep read/write support for tags in the broadcast-standard BWF (Broadcast Wave Format), perfectly integrating with film and television sound post-production pipelines.
3.2.1 Jun 20
This major 3.0 update brings epic AI search capabilities and deeper industrial standard support, massively boosting the efficiency of managing and orchestrating your local audio assets:
* New Next-Gen AI Search Engine (Pro Version):
* CLAP Description Search (Text-to-Audio): Simply input a visual vibe or timbral description, and the AI will accurately extract the semantically matching samples.
* Audio-to-Audio Search: Drop in a reference audio file to instantly find related assets with similar timbres or rhythms in your local library.
* New "Music Basket" Inspiration Hub (Plus/Pro Version): Featuring an all-new floating window design, you can toss desired assets into the basket at any time and perform secondary searches within it. When seamlessly dragging basket items into any DAW, the system automatically converts them to the required target format, completely eliminating the hassle of manual transcoding.
* UCS Auto-Classification System (Plus/Pro Version): Natively supports the Hollywood Universal Category System. Not only does it offer two-way parsing, but it also allows you to align massive amounts of scattered assets to industrial-grade classifications with just one click.
* Excel Tag Interoperability (Plus/Pro Version): Added Excel import/export functionality, making it incredibly easy to batch edit tags for tens of thousands of assets and seamlessly hand over data for massive projects.
* BWF Industrial Standard Support (Pro Version): Added deep read/write support for tags in the broadcast-standard BWF (Broadcast Wave Format), perfectly integrating with film and television sound post-production pipelines.
3.1.0 Jun 15
This major 3.0 update brings epic AI search capabilities and deeper industrial standard support, massively boosting the efficiency of managing and orchestrating your local audio assets:
* New Next-Gen AI Search Engine (Pro Version):
* CLAP Description Search (Text-to-Audio): Simply input a visual vibe or timbral description, and the AI will accurately extract the semantically matching samples.
* Audio-to-Audio Search: Drop in a reference audio file to instantly find related assets with similar timbres or rhythms in your local library.
* New "Music Basket" Inspiration Hub (Plus/Pro Version): Featuring an all-new floating window design, you can toss desired assets into the basket at any time and perform secondary searches within it. When seamlessly dragging basket items into any DAW, the system automatically converts them to the required target format, completely eliminating the hassle of manual transcoding.
* UCS Auto-Classification System (Plus/Pro Version): Natively supports the Hollywood Universal Category System. Not only does it offer two-way parsing, but it also allows you to align massive amounts of scattered assets to industrial-grade classifications with just one click.
* Excel Tag Interoperability (Plus/Pro Version): Added Excel import/export functionality, making it incredibly easy to batch edit tags for tens of thousands of assets and seamlessly hand over data for massive projects.
* BWF Industrial Standard Support (Pro Version): Added deep read/write support for tags in the broadcast-standard BWF (Broadcast Wave Format), perfectly integrating with film and television sound post-production pipelines.
3.0.1 Jun 6
【What's New in Pure Lab 3.0: Next-Gen Search & Fast Workflow Evolution】
This major 3.0 update brings epic AI search capabilities and deeper industrial standard support, massively boosting the efficiency of managing and orchestrating your local audio assets:
* New Next-Gen AI Search Engine (Pro Version):
* CLAP Description Search (Text-to-Audio): Simply input a visual vibe or timbral description, and the AI will accurately extract the semantically matching samples.
* Audio-to-Audio Search: Drop in a reference audio file to instantly find related assets with similar timbres or rhythms in your local library.
* New "Music Basket" Inspiration Hub (Plus/Pro Version): Featuring an all-new floating window design, you can toss desired assets into the basket at any time and perform secondary searches within it. When seamlessly dragging basket items into any DAW, the system automatically converts them to the required target format, completely eliminating the hassle of manual transcoding.
* UCS Auto-Classification System (Plus/Pro Version): Natively supports the Hollywood Universal Category System. Not only does it offer two-way parsing, but it also allows you to align massive amounts of scattered assets to industrial-grade classifications with just one click.
* Excel Tag Interoperability (Plus/Pro Version): Added Excel import/export functionality, making it incredibly easy to batch edit tags for tens of thousands of assets and seamlessly hand over data for massive projects.
* BWF Industrial Standard Support (Pro Version): Added deep read/write support for tags in the broadcast-standard BWF (Broadcast Wave Format), perfectly integrating with film and television sound post-production pipelines.
3.0.0 Jun 5
1. Industrial-Grade Tagging & Category System Upgrade
Built-in UCS: Natively integrated the Hollywood-standard Universal Category System (UCS).
Multi-Dimensional Semantic Tagging: Full support for granular tagging of audio assets by Genre, Mood, Instrument, and Event.
Custom Tags (Pro Exclusive): Highly flexible custom tagging capabilities to meet the tailored needs of complex projects.
2. Deep Linkage Between Files & Tags
Smart Name Extraction: Intelligently extract information from existing folders and filenames and automatically write them into audio metadata tags.
Rename & Structure Customization: New batch renaming capabilities for folders/filenames, with support for custom folder structures.
3. Search Engine Complete Reconstruction
Next-Gen Retrieval System: The search engine has been rebuilt from the ground up, perfectly supporting sub-second multi-dimensional filtering for TB-level massive libraries (Advanced Search is exclusive to the Pro version).
4. Tiered Benefits Architecture
Free Version Upgraded: The Free version now grants access to AI deep analysis and audio quality detection features (with a generous free quota allowance).
New Plus Tier: Offers unlimited AI analysis, batch multi-rollback, and unlimited global snapshot disaster recovery.
Pro Tier Enhanced: Contains all Plus features, exclusively adding the "Advanced Search Engine" and "Custom Tag" capabilities.
2.0.0 May 1
Visual Analysis & Playback: Added a lightweight audio playback function supporting high-precision dual waveform and spectrum displays. Now you can listen and watch simultaneously, gaining intuitive insights into the dynamic range and frequency characteristics of your assets.
Seamless DAW Workflow Integration: Added cross-software drag-and-drop support. Any audio asset retrieved within Pure Lab can now be dragged and dropped seamlessly into your professional Digital Audio Workstation (DAW) or DJ software, ensuring your creative inspiration remains uninterrupted.
AI Sample Mood Recognition: Our on-device AI deep analysis capabilities have been further upgraded. Beyond just identifying genres and instruments, it now performs precise mood feature extraction for scattered audio samples and assets. This provides richer categorization dimensions for massive sample packs and makes searching significantly smarter.
1.1.0 Apr 2
Bug Fixes: Fixed known issues to improve overall app stability and performance.
Storage Optimized: Enabled on-demand model downloads, significantly reducing the app's installation size.
New Feature: Added support for music "Style" tags, allowing you to categorize and manage your music more precisely.
1.0.7 Mar 22
Bug Fixes: Fixed known issues to improve overall app stability and performance.
Storage Optimized: Enabled on-demand model downloads, significantly reducing the app's installation size.
New Feature: Added support for music "Style" tags, allowing you to categorize and manage your music more precisely.
1.0.6 Mar 19
Manager AI Assistant Launched:
Step into the era of natural language asset management. Issue vague or complex library commands via plain-language chat to automatically filter across folders, restructure tags, and classify assets.
Flexible BYOK (Bring Your Own Key) Integration:
Connect your preferred Large Language Models (LLMs) to power your custom digital asset assistant while keeping 100% data sovereignty in your hands.
more Version 6.0.0 Sep 12
Data Not Collected The developer does not collect any data from this app.