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56ffcbac39
Three improvements to the unified LLM infrastructure: 1. Ollama memory optimization (scripts/mac-mini/configure-ollama.sh): - OLLAMA_KEEP_ALIVE=5m → models unload after 5min idle (saves 3-16GB RAM) - OLLAMA_NUM_PARALLEL=1 → predictable memory usage - OLLAMA_MAX_LOADED_MODELS=1 → max 1 model in RAM at a time 2. Request-level metrics in @manacore/shared-llm: - LlmRequestMetrics interface (model, latency, tokens, fallback detection) - LlmMetricsCollector class with summary stats (for health endpoints) - Optional onMetrics callback in LlmModuleOptions - Automatic metrics emission in chatMessages() (success + error) 3. Chat streaming (token-by-token SSE): - Backend: POST /chat/completions/stream SSE endpoint - OllamaService.createStreamingCompletion() via llm.chatStreamMessages() - ChatService.createStreamingCompletion() with upfront credit consumption - Web: chatApi.createStreamingCompletion() SSE consumer - Chat store: sendMessage() now streams tokens into assistant message - UI updates reactively as each token arrives Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> |
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