Claude
faacda7079
- spring-ai-starter-model-ollama autoconfigures ChatModel/EmbeddingModel from spring.ai.ollama.* properties alone; no API key anywhere in this module. - org.testcontainers:ollama and org.testcontainers:junit-jupiter were both renamed in the Testcontainers 2.x line -- to org.testcontainers:testcontainers-ollama and org.testcontainers:testcontainers-junit-jupiter respectively -- confirmed by reading the real testcontainers-bom-2.0.5.pom that Spring Boot 4.1.1 imports (spring-boot-dependencies -> testcontainers.version=2.0.5). The pre-rename artifact IDs still exist on Maven Central but are stuck on the 1.x line. - Unlike every other module in this series, tests drive a real local model (qwen2.5:0.5b chat, all-minilm embeddings) via a Testcontainers-managed OllamaContainer started from a baked image (scripts/bake-image.sh), not a ScriptedChatModel -- the whole point of this post is a real model answering a real prompt. - LocalChatAndEmbeddingTest forces a genuine cold state with Ollama's keep_alive: 0 option (set via ChatModel.call(Prompt) -- ChatClient.options() does not carry a keepAlive override through to the request in this version) and confirms the unload actually happened via /api/ps before measuring a reload, rather than trusting whichever call happens to run first. - On this quiet sandbox host, even a confirmed-cold reload of the 500MB model came back in single-digit milliseconds once the underlying image layers were cached -- eval (generation) time dominates total latency here, not loading. Captured, not asserted as universal: readers get scripts/bake-image.sh to get their own numbers. - Embedding dimension (384, all-minilm) asserted deterministically. Co-Authored-By: Claude Sonnet 5 <[email protected]> Claude-Session: https://claude.ai/code/session_01FtpJvZfg4nvLvtzgJTDWpB
19 lines
730 B
YAML
19 lines
730 B
YAML
# No API key anywhere in this file. spring.ai.ollama.base-url points at a local Ollama
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# server (default: http://localhost:11434); tests override it with the real mapped
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# endpoint of a Testcontainers-managed container via @DynamicPropertySource.
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spring:
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ai:
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ollama:
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base-url: http://localhost:11434
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chat:
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options:
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model: qwen2.5:0.5b
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embedding:
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options:
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model: all-minilm
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init:
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# never: fail fast if the model isn't already present, instead of silently pulling
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# gigabytes over the network at context-startup time. when_missing/always exist for
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# environments that want auto-pull; see the module README.
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pull-model-strategy: never
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