Merkle GenCX

Fast Python3 Bitcoin pool server. Eloipool supports merged mining using the setworkaux/gotwork RPC interface. Eloipool does not provide any interface for longpolling aux chains. Empty and longpoll merkle roots are generated only as-needed, and will not be regenerated when CoinbaseAux changes. This means shares found by getwork miners after a longpoll will almost always be stale on your aux chain(s). This problem does not affect GBT or stratum miners. First poolserver to use getmemorypool for internal work generation (note: PSJ and ecoinpool do this too, and announced first). Optimized merkle tree generator, does only the minimum required steps to create lots of merkle trees fast. Keeps a fixed-size buffer full of up-to-date merkle trees ready to ship off as soon as a getwork requests them. Builds a fixed-size buffer full of clear (zero transactions, just subsidy) merkle trees ready to ship off immediately with longpoll replies.

Snowflake Cortex AI is a fully managed, serverless platform that enables organizations to analyze unstructured data and build generative AI applications within the Snowflake ecosystem. It offers access to industry-leading large language models (LLMs) such as Meta's Llama 3 and 4, Mistral, and Reka-Core, facilitating tasks like text summarization, sentiment analysis, translation, and question answering. Cortex AI supports Retrieval-Augmented Generation (RAG) and text-to-SQL functionalities, allowing users to query structured and unstructured data seamlessly. Key features include Cortex Analyst, which enables business users to interact with data using natural language; Cortex Search, a hybrid vector and keyword search engine for document retrieval; and Cortex Fine-Tuning, which allows customization of LLMs for specific use cases.