Showing 1-20 of 20 packages
NodeJS implementation of @Qdrant/fastembed
This package provides a FastEmbed embedding model integration for use with Mastra Memory.
Fork of https://github.com/Anush008/fastembed-js/LICENSE using onnxruntime-web for greater compatibility
This package provides a FastEmbed embedding model integration for use with Mastra Memory.
MCP server for enhanced Qdrant vector database functionality
TS/JS implementation of Qdrant BM42
MCP server for memory management using Qdrant vector database
Chain-of-Agents based article generation based on repository analysis.
Firestore Search Engine is a powerful helper library for enhancing search functionality in Firestore. Designed to handle misspellings, prefixes, and phonetic matching, this package generates multiple search variations for optimized approximate search resu
RAG module for the UBC GenAI Toolkit
A powerful knowledge management system that forges wisdom from experiences, insights, and best practices
SIMD-accelerated MaxSim (ColBERT/ColPali), cosine similarity, diversity (MMR/DPP), token alignment/highlighting for vector search and RAG. Supports text and multimodal late interaction.
MCP server providing Scryer Prolog RAG + debugging via Qdrant
TS/JS implementation of Qdrant BM42
Semantic router for nodejs for my personal use, pretty straightforward, inspired by semantic router by aureliolabs
Embeddings module for the UBC GenAI Toolkit, providing a unified interface for creating embeddings from text.
MCP server for enhanced Qdrant vector database functionality
A powerful knowledge management system that forges wisdom from experiences, insights, and best practices
A vector database with the vector generation included