pathwaycom / serviette

A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.

qdrant / fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

ClaudioDrews / memory-os

A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. Runs locally, any LLM provider.

qdrant / qdrant-client

Python client for Qdrant vector search engine

verygoodplugins / automem

Long-term memory for AI assistants. Graph + vector store that recalls decisions, relationships, and context across sessions.

qdrant / quaterion

Blazing fast framework for fine-tuning similarity learning models

estebanpdl / osintgpt

An open-source intelligence (OSINT) analysis tool leveraging GPT-powered embeddings and vector search engines for efficient data processing

FengZhenfei / carrel

Ontology-Augmented Generation for AI agents.

deepmemteam / deepmem

Drop-in AI memory layer with 2x faster retrieval and 10x lower cost. Fully compatible with Mem0 API. Migrate in 5 minutes without any code changes. Self-host for free.

Jiarui-0410 / real-time-recommendation-analytics

End-to-end retail analytics and recommendation platform using PySpark, Kafka, PostgreSQL, Power BI, PyTorch Two-Tower, Qdrant, FastAPI, Docker and Azure.

arnsri33 / embedflow

Zero downtime embedding upgrades

baoerger / globex

Cross-border commerce Agent prototype with retrieval, order tools, persistent memory, and observable execution