PyRank

Multilingual Embeddings Python Packages

Python packages with the GitHub topic multilingual-embeddings. Sorted by monthly downloads, with stars and forks.
alibaizhanov
mengram-ai

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

9K 204 36
MauroCE
m3serve

Optimised BAAI/bge-m3 serving with dense + sparse + ColBERT embeddings, async dynamic batching and pipeline GPU inference

388 14 0
alibaizhanov
langchain-mengram

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

305 204 36
alibaizhanov
mengram-crewai

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

225 204 36
Quanfire-AI
quanfire-multilingual-embedding

Indic-first embeddings you can actually ship. Documented sources. Weights: CC BY-SA 4.0.

165 0 0
alibaizhanov
obsidian-mem

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

137 204 36