gen-cards: regenerate Use-it block for CoreAIKit 0.8.0
Browse files
README.md
CHANGED
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@@ -33,7 +33,7 @@ Part of the community Core AI model zoo: **https://github.com/john-rocky/coreai-
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<!-- gen-cards:use-it begin id=glm-4.7-flash (managed by scripts/gen-cards β edit cards.json / QuickStart.swift, not this block) -->
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## Use it
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**New to Core AI? [Start with CoreAIKit 0.
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β‘ **One line** β run the kit's task op on this model
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(`import CoreAIOps`; no session, no model plumbing, downloads on first use):
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let tldr = try await CoreAI.summarize(text, options: .model("glm-4.7-flash"))
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```
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Every op, one shape β [Cookbook](https://github.com/john-rocky/coreai-kit/blob/0.
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βΆοΈ **Run it (source)** β the [ChatDemo runner](https://github.com/john-rocky/coreai-kit/tree/0.
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(GUI + CLI, one app for every chat model in the catalog):
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```bash
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git clone --branch 0.
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export DEVELOPER_DIR=/Applications/Xcode-27.0.0-RC.app/Contents/Developer
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open -a /Applications/Xcode-27.0.0-RC.app coreai-kit/Examples/ChatDemo/ChatDemo.xcodeproj
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# β Run, then pick "GLM-4.7-Flash (MoE+MLA)" in the model picker
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@@ -83,7 +83,7 @@ let reply = try await chat.respond(to: prompt)
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**When Apple's FoundationModels built-in model isn't enough, keep your session code and swap the model β one line.** CoreAIKit's [`KitLanguageModel`](https://github.com/john-rocky/coreai-kit#works-with-apples-foundationmodels-api) plugs supported chat bundles into the system `LanguageModelSession`. Tool calling depends on the model's dialect; guided generation also requires a compatible sequential engine. Check the linked support matrix before using either capability.
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The take-home is [`Examples/ChatDemo/Sources/QuickStart.swift`](https://github.com/john-rocky/coreai-kit/blob/0.
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β this exact code as one typed function, no UI; the CLI is an argument shell over it, and
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the GUI drives the same `ChatSession` across turns for its transcript.
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Multi-turn? Hold the `ChatSession` and call `respond(to:)` per turn β it keeps the
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@@ -91,7 +91,7 @@ conversation history; `streamResponse(to:)` yields tokens as they decode.
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**Integration checklist**
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- SPM: `https://github.com/john-rocky/coreai-kit` (exact **0.
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- Info.plist: none needed
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- Entitlements: none needed (macOS)
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- First run downloads the model β ~32,140 MB (Mac) β then it loads from the
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<!-- gen-cards:use-it begin id=glm-4.7-flash (managed by scripts/gen-cards β edit cards.json / QuickStart.swift, not this block) -->
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## Use it
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**New to Core AI? [Start with CoreAIKit 0.8.0](https://github.com/john-rocky/coreai-kit#readme).** Follow its requirements and first-run steps for `qwen3-0.6b`, then open the same release's [ChatDemo](https://github.com/john-rocky/coreai-kit/tree/0.8.0/Examples/ChatDemo). The README records the tested OS/SDK and download size; model and device coverage is stated per example.
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β‘ **One line** β run the kit's task op on this model
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(`import CoreAIOps`; no session, no model plumbing, downloads on first use):
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let tldr = try await CoreAI.summarize(text, options: .model("glm-4.7-flash"))
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```
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Every op, one shape β [Cookbook](https://github.com/john-rocky/coreai-kit/blob/0.8.0/docs/COOKBOOK.md).
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βΆοΈ **Run it (source)** β the [ChatDemo runner](https://github.com/john-rocky/coreai-kit/tree/0.8.0/Examples/ChatDemo)
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(GUI + CLI, one app for every chat model in the catalog):
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```bash
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git clone --branch 0.8.0 --depth 1 https://github.com/john-rocky/coreai-kit
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export DEVELOPER_DIR=/Applications/Xcode-27.0.0-RC.app/Contents/Developer
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open -a /Applications/Xcode-27.0.0-RC.app coreai-kit/Examples/ChatDemo/ChatDemo.xcodeproj
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# β Run, then pick "GLM-4.7-Flash (MoE+MLA)" in the model picker
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**When Apple's FoundationModels built-in model isn't enough, keep your session code and swap the model β one line.** CoreAIKit's [`KitLanguageModel`](https://github.com/john-rocky/coreai-kit#works-with-apples-foundationmodels-api) plugs supported chat bundles into the system `LanguageModelSession`. Tool calling depends on the model's dialect; guided generation also requires a compatible sequential engine. Check the linked support matrix before using either capability.
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The take-home is [`Examples/ChatDemo/Sources/QuickStart.swift`](https://github.com/john-rocky/coreai-kit/blob/0.8.0/Examples/ChatDemo/Sources/QuickStart.swift)
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β this exact code as one typed function, no UI; the CLI is an argument shell over it, and
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the GUI drives the same `ChatSession` across turns for its transcript.
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Multi-turn? Hold the `ChatSession` and call `respond(to:)` per turn β it keeps the
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**Integration checklist**
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- SPM: `https://github.com/john-rocky/coreai-kit` (exact **0.8.0**) β product **CoreAIKit**
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- Info.plist: none needed
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- Entitlements: none needed (macOS)
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- First run downloads the model β ~32,140 MB (Mac) β then it loads from the
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