Xiaoshutiao is a specialized AI tool for Xiaohongshu designed to automate interactions and boost account engagement. This powerful extension intelligently browses Xiaohongshu content, generating personalized AI comments, random likes, and precise target follows to enhance account activity and visibility. With easy installation and configuration, users can automate operations seamlessly, saving time and effort. Xiaoshutiao uses advanced AI technology to provide highly relevant and natural comments, significantly improving interaction rates. Whether you are a new user or a content creator, Xiaoshutiao helps you accumulate followers rapidly and increase account influence with minimal effort.

Memor offers a memory subsystem for language model agents, allowing them to store embeddings of past events, user preferences, and contextual data in vector databases. It supports multiple backends such as FAISS, ElasticSearch, and in-memory stores. Using semantic similarity search, agents can retrieve relevant memories based on query embeddings and metadata filters. Memor’s customizable memory pipelines include chunking, indexing, and eviction policies, ensuring scalable, long-term context management. Integrate it within your agent’s workflow to enrich prompts with dynamic historical context and boost response relevance over multi-session interactions.