Dense Vectors Python Packages

smiles-featurizers

A python library for extracting molecular SMILES embeddings from language models pre-trained with various objectives and/or architectures.

mseep-workspace-qdrant-mcp

Project-aware collection management based on Qdrant, including a Rust MCP, daemon and CLI: hybrid semantic, pattern and full-text (FTS5) search into single or cross-concerns collection. Dedicated collections for knowledge library, LLM behavioral rules, and an LLM scratchpad