https://pypi.org/project/winnex-ai-normalize/ Recent updates to the Python Package Index for winnex-ai-normalize en https://pypi.org/project/winnex-ai-normalize/1.0.2/ Input normalization plug for the Madhava engine — embed text via any provider (OpenAI, Qwen3, nano, xfactor), validate/normalize to float32/uint8, with provider failover and NO fake-vector fallback. Consumed by winnex-madhava, winnex-tracer, Liferay and the Maestro. pay@winnex.ai Fri, 21 Aug 2026 07:56:49 GMT https://pypi.org/project/winnex-ai-normalize/1.0.1/ Input normalization plug for the Madhava engine — embed text via any provider (OpenAI, Qwen3, nano, xfactor), validate/normalize to float32/uint8, with provider failover and NO fake-vector fallback. Consumed by winnex-madhava, winnex-tracer, Liferay and the Maestro. pay@winnex.ai Thu, 20 Aug 2026 16:30:13 GMT https://pypi.org/project/winnex-ai-normalize/1.0.0/ Input normalization plug for the Madhava engine — embed text via any provider (OpenAI, Qwen3, nano, xfactor), validate/normalize to float32/uint8, with provider failover and NO fake-vector fallback. Consumed by winnex-madhava, winnex-tracer, Liferay and the Maestro. pay@winnex.ai Thu, 20 Aug 2026 16:10:38 GMT