# VecML

> On-device AI for photo search and document interaction with LLMs. (iPhone/iPad app by VecML Inc..)

- Source: https://appshunter.io/ios/app/vecml/id6742846520 (this page in markdown: same URL + `.md`)
- Developer: [VecML Inc.](https://appshunter.io/developer/1800274828)
- Category: Productivity, Photo & Video
- Price: Free
- Rating: 5.00/5 from 2 App Store ratings
- Age rating: 17+
- Requires: iOS 18.0 · 618 MB
- Languages: American English, French (France), European Portuguese, Chinese (Simplified, China), European Spanish
- Released: 2025-06-19
- Data updated: 2026-06-04
- Monetization: free
- User reviews in markdown: https://appshunter.io/ios/app/vecml/id6742846520/reviews.md

## What is VecML?

VecML APP offers tools for intelligent photo search and large language models (LLMs) fully on device. Users can select from a range of small LLMs and engage in conversations with documents stored locally. The app can process files (PDFs, DOC documents, images, etc.) to generate embedding vectors, which are stored locally on the device. These embedding vectors are crucial for RAG (retrieval-augmented generation) capabilities, enhancing the LLM's ability to provide more accurate and relevant responses when queries are related to the local files.

## Key features

- On-device LLM integration
- Intelligent photo search
- Document processing (PDF, DOC, images)
- Local embedding vector storage
- RAG capabilities for enhanced accuracy
- Conversations with local documents


## Frequently asked questions about VecML

### What kind of documents can VecML process?

VecML can process various file types including PDF documents, DOC documents, and images. This allows for the generation of embedding vectors crucial for RAG capabilities.

### How does VecML enhance LLM responses?

VecML enhances LLM responses through Retrieval-Augmented Generation (RAG). By processing local files and storing embedding vectors, it allows LLMs to access and utilize your specific document content for more accurate and relevant answers.

### Is VecML available on multiple devices?

Currently, VecML is supported on iPhones. The app is designed for mobile use on this platform.

### How often is VecML updated?

VecML was last updated on July 9, 2025, with version 1.0.6. This indicates a recent update, suggesting ongoing development and support.

### What is the age rating for VecML?

VecML has an age rating of 17+. This is due to the nature of advanced AI and language model interactions it facilitates.

### Does VecML have ads?

No, VecML does not contain advertisements. The app is free to use without any ad interruptions.

### What is the user sentiment for VecML?

User sentiment appears to be very positive, with an average rating of 5.0 stars from 2 ratings. This suggests a high level of satisfaction among its current users.

### Can I use VecML offline?

VecML offers on-device processing for its LLMs and file analysis. This means many of its core functionalities can be used without an active internet connection.

## Version history (last 5 releases)

### 1.0.6 — 2025-07-09

Update to improve the robustness of indexing

### 1.0.5 — 2025-07-03

small update on ui

### 1.0.4 — 2025-07-01

small update on UI

### 1.0.3 — 2025-06-27

Update to improve the robustness of indexing.

### 1.0.2 — 2025-06-24

Update to improve the robustness.

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## Related topics

[cvdl](https://appshunter.io/ios/topics/cvdl)

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-06-04.*