--- title: "PixelRAG vs rclip" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/startrail-org-pixelrag-vs-yurijmikhalevich-rclip" tools: ["startrail-org-pixelrag", "yurijmikhalevich-rclip"] --- # PixelRAG vs rclip *GraphCanon updated Aug 18, 2026* ## Verdict Pick PixelRAG if pixelRAG is a Python-based tool that specializes in transforming PDFs into searchable image tiles, enabling efficient and scalable multimodal data retrieval; pick rclip if rclip provides semantic photo search via command-line interface in Python. [PixelRAG](https://arxiv.org/pdf/2606.28344) reports 9.6k GitHub stars, 817 forks, and 24 open issues, last pushed Jul 31, 2026. [rclip](https://github.com/yurijmikhalevich/rclip) has 982 stars, 79 forks, and 18 open issues, last pushed Jul 30, 2026. Figures are from public GitHub metadata via [PixelRAG's repository](https://github.com/StarTrail-org/PixelRAG) and [rclip's repository](https://github.com/yurijmikhalevich/rclip). | | [PixelRAG](/tools/startrail-org-pixelrag.md) | [rclip](/tools/yurijmikhalevich-rclip.md) | | --- | --- | --- | | Tagline | Scalable pixel-native search for multimodal data | Semantic photo search for the command line | | Stars | 9,586 | 982 | | Forks | 817 | 79 | | Open issues | 24 | 18 | | Language | Python | Python | | Adopt for | PixelRAG is a Python-based tool that specializes in transforming PDFs into searchable image tiles, enabling efficient and scalable multimodal data retrieval. | rclip provides semantic photo search via command-line interface in Python. | | Persona | - | - | | Runtime | - | - | | License | PixelRAG operates under an Apache 2.0 license, which allows for both commercial use and modification of the code. | MIT | | Categories | Computer Vision, Data & Retrieval | Computer Vision, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [PixelRAG](/tools/startrail-org-pixelrag.md) | [rclip](/tools/yurijmikhalevich-rclip.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 18d | 1d | | Open issues (now) | 24 | 18 | | Stars delta | +2.8k (30d) | Unknown | | Open issues delta | +13 (30d) | Unknown | | Owner type | Organization | User | | Full report | [trust report](/tools/startrail-org-pixelrag/trust.md) | [trust report](/tools/yurijmikhalevich-rclip/trust.md) | ## Decision facts: PixelRAG - **Pricing:** unknown - The pricing information is not available from the current repository data. - **Requirements:** Requires installation of 'poppler' to handle PDF files effectively. Use `pip install 'pixelrag[pdf]'` for complete setup. - **Adopt for:** PixelRAG is a Python-based tool that specializes in transforming PDFs into searchable image tiles, enabling efficient and scalable multimodal data retrieval. - **License detail:** PixelRAG operates under an Apache 2.0 license, which allows for both commercial use and modification of the code. ## Decision facts: rclip - **Adopt for:** rclip provides semantic photo search via command-line interface in Python. ## Choose when ### Choose PixelRAG if… - License: PixelRAG is Apache-2.0, rclip is MIT. - Pricing: The pricing information is not available from the current repository data.. - Requirements: Requires installation of 'poppler' to handle PDF files effectively. Use `pip install 'pixelrag[pdf]'` for complete setup.. - Tags unique to PixelRAG: multimodal, searchengine, vision, vlm. - When your application requires scalable pixel-native search capabilities for multimodal data, particularly from PDF documents ### Choose rclip if… - License: rclip is MIT, PixelRAG is Apache-2.0. - Tags unique to rclip: ai, artificial-intelligence, computer-vision, hacktoberfest. - - When you need to perform semantic searches on images through the command line using Python. ## When NOT to use PixelRAG - For tasks that do not require the conversion of textual or graphically rich content into searchable formats, as PixelRAG is PDF-centric and might not offer value in other data contexts - If you are dealing exclusively with text-based search and your data format doesn't include substantial graphical elements; another tool might be more efficient ## When NOT to use rclip - - If a graphical user interface is preferred over command-line interaction for conducting photo searches. - - In environments where Python dependencies are difficult to manage, as rclip requires installation and maintenance of Python packages. ## Common questions ### What is the difference between PixelRAG and rclip? PixelRAG: Scalable pixel-native search for multimodal data. rclip: Semantic photo search for the command line. See the comparison table for live GitHub stats and shared categories. ### When should I choose PixelRAG over rclip? Choose PixelRAG over rclip when License: PixelRAG is Apache-2.0, rclip is MIT; Pricing: The pricing information is not available from the current repository data.; Requirements: Requires installation of 'poppler' to handle PDF files effectively. Use `pip install 'pixelrag[pdf]'` for complete setup.; Tags unique to PixelRAG: multimodal, searchengine, vision, vlm; When your application requires scalable pixel-native search capabilities for multimodal data, particularly from PDF documents. ### When should I choose rclip over PixelRAG? Choose rclip over PixelRAG when License: rclip is MIT, PixelRAG is Apache-2.0; Tags unique to rclip: ai, artificial-intelligence, computer-vision, hacktoberfest; - When you need to perform semantic searches on images through the command line using Python. ### When should I avoid PixelRAG? For tasks that do not require the conversion of textual or graphically rich content into searchable formats, as PixelRAG is PDF-centric and might not offer value in other data contexts If you are dealing exclusively with text-based search and your data format doesn't include substantial graphical elements; another tool might be more efficient ### When should I avoid rclip? - If a graphical user interface is preferred over command-line interaction for conducting photo searches. - In environments where Python dependencies are difficult to manage, as rclip requires installation and maintenance of Python packages. ### Is PixelRAG or rclip more popular on GitHub? PixelRAG has more GitHub stars (9,586 vs 982). Stars measure visibility, not whether either tool fits your constraints. ### Are PixelRAG and rclip open source? Yes - both are open-source projects on GitHub (PixelRAG: Apache-2.0, rclip: MIT). ### Where can I find alternatives to PixelRAG or rclip? GraphCanon lists graph-backed alternatives at [PixelRAG alternatives](/tools/startrail-org-pixelrag/alternatives) and [rclip alternatives](/tools/yurijmikhalevich-rclip/alternatives) ([PixelRAG markdown twin](/tools/startrail-org-pixelrag/alternatives.md), [rclip markdown twin](/tools/yurijmikhalevich-rclip/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/startrail-org-pixelrag-vs-yurijmikhalevich-rclip.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, PixelRAG or rclip? PixelRAG: Active. rclip: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for PixelRAG and rclip? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [PixelRAG trust report](/tools/startrail-org-pixelrag/trust); [rclip trust report](/tools/yurijmikhalevich-rclip/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=startrail-org-pixelrag`](/api/graphcanon/graph?tool=startrail-org-pixelrag) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_