An enterprise-grade email orchestration engine featuring LangGraph state management, Retrieval-Augmented Generation, and a cinematic React Flow dashboard for human-in-the-loop auditability. This ...
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving. Easy-to-use Speech Toolkit including ...
Based Water Quality Monitoring System for Rural India is an autonomous, low-cost early-warning solution designed to detect ...
Inside GoodCause’s Expo, FastAPI, PostgreSQL, Paystack, and RevenueCat architecture for processing donations and tracking campaign allocations.
Introduction: Why not stop exhausting yourself by "selling your time"? Have you ever thought, "I want to grow my own service (SaaS) and earn a stable monthly income" through personal development or a ...
Experience the power of PostgreSQL on Ubuntu 24.04 LTS, a robust and flexible database management system tailored for performance and reliability in cloud environments. With the latest features of ...
Product video Kong Konnect is the unified API and AI platform, delivered as a service, that manages Kong Gateway, Kong AI Gateway, Kong Event Gateway, Kong Ingress Controller, and Kong Mesh. A single ...
Own the non‑ML micro‑services that make ML outputs actionable (Alert Service, Case Manager, API Gateway, tuning matrix, deduplication, Signal Aggregator, rule‑engine integration, feature‑factory APIs, ...
关键决策点（如“是否启用CPU fallback”）用预编译的TinyML模型（TFLite Micro）做实时评估：输入当前GPU显存占用率、CPU空闲核数、请求token长度、历史错误码分布，15ms内输出action ID。 这个TinyML模型只有87KB，固化在Agent二进制里，连模型加载步骤都省了。
3. 不是“装上就能用”，这 4 个配置陷阱让我在生产环境重启了 3 次 litellm 的文档强调 “drop-in replacement”，但现实很骨感。我在某电商公司的客服对话系统上线 litellm 时，经历了三次服务重启，每次原因都不一样。这些坑不是来自 litellm 本身，而是来自对“统一”背后隐含假设的误判。我把它们 ...
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