{"data":{"slug":"preternatural-explore-mlx-swift-chat","name":"mlx-swift-chat","tagline":"SwiftUI frontend for local LLM inference with MLX framework","github_url":"https://github.com/preternatural-explore/mlx-swift-chat","owner":"preternatural-explore","repo":"mlx-swift-chat","owner_avatar_url":"https://avatars.githubusercontent.com/u/169657946?v=4","primary_language":"Swift","stars":437,"forks":27,"topics":["ios","llm-inference","macos","mlx","mlx-swift","swiftui"],"archived":false,"github_pushed_at":"2024-10-27T10:12:57+00:00","maintenance_label":"Dormant","stars_delta_30d":2,"url":"https://www.graphcanon.com/tools/preternatural-explore-mlx-swift-chat","markdown_url":"https://www.graphcanon.com/tools/preternatural-explore-mlx-swift-chat.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/preternatural-explore-mlx-swift-chat","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=preternatural-explore-mlx-swift-chat","description":"A multi-platform SwiftUI frontend for running local LLMs with Apple's MLX framework.","homepage_url":null,"license":"MIT","open_issues":9,"watchers":13,"ai_summary":"mlx-swift-chat is a multi-platform SwiftUI application for running local large language models using Apple's MLX framework on iOS and macOS.","readme_excerpt":"## Installation\n\n1. Open the Xcode project.\n2. Go to **Signing & Capabilities**.\n3. Change the **Team** to your own team.\n4. Set the destination to **My Mac**.\n5. Click **Run**.\n\nSupport for iOS is coming next week.\n\n---\n\n### What are the minimum hardware and software requirements?\n\n- Apple Silicon Mac (M1/M2/M3) with macOS 14.0 or newer.\n- Any A-Series chip (iPad, iPhone) with iOS 17.2 or newer.","github_created_at":"2024-02-26T23:03:47+00:00","created_at":"2026-07-11T11:46:32.880681+00:00","updated_at":"2026-09-20T06:36:35.2708+00:00","categories":[{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"}],"tags":[{"slug":"ios","name":"ios"},{"slug":"llm-inference","name":"llm-inference"},{"slug":"macos","name":"macos"},{"slug":"mlx","name":"mlx"},{"slug":"swiftui","name":"swiftui"}],"trust":{"provenance":{"is_fork":false,"github_id":763784232,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-20T03:46:22.052Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":692,"last_release_at":null,"stars_delta_30d":2,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:46:34.026Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-20T03:46:23.055Z"},"languages":{"value":["swift"],"source":"github.language","observed_at":"2026-09-20T03:46:23.055Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-20T03:46:23.055Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you require an easy-to-integrate user interface that complies with the design language of Apple's ecosystem, as mlx.swift.chat leverages SwiftUI to ensure native look-and-feel across devices.","For development targeting exclusively iOS and macOS environments where leveraging Apple’s MLX framework for high-performance inference is essential."],"when_not_to_use":["If your target platform includes operating systems other than iOS or macOS, as mlx-swift-chat does not support platforms outside of the Apple ecosystem.","In scenarios where developers prefer frameworks that offer cross-platform inference capabilities without relying on specific Apple technology stacks."],"source":"enrich:decision_facts","observed_at":"2026-07-15T10:12:30.674Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"mlx-swift-chat is a SwiftUI frontend for local LLM inference on iOS and macOS using Apple's MLX framework."}]}}