A lightweight, powerful framework for multi-agent workflows

Easy Data Preparation with latest LLMs-based Operators and Pipelines.

Paper Debugger is the best overleaf companion

This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

😎 Awesome lists about all kinds of interesting topics

monitor your gpus in servers like nvidia-smi and find the free gpus

Vector Index Benchmark for Embeddings (VIBE) is an extensible benchmark for approximate nearest neighbor search methods, or vector indexes, using modern embedding datasets.

✨✨Latest Advances on Multimodal Large Language Models

Reading list for research topics in multimodal machine learning

Automated benchmarking of Retrieval-Augmented Generation (RAG) systems

Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"

A library for building and serving multi-node distributed faiss indices.

Code repository for Adaptive Distributed Streaming Similarity Joins published in DEBS 2023.

Benchmarks of approximate nearest neighbor libraries in Python

This is a python implementation of "Distributed k-Means and k-Median Clustering on General Topologies" by Maria Florina Balcan et al. (http://www.cs.cmu.edu/~ninamf/papers/distr_clust.pdf) || • The…

A library for efficient similarity search and clustering of dense vectors.

GraphRAG-Bench, the official repo of comprehensive benchmark and dataset for evaluating GraphRAG models.

[ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph

Styx: Transactional Stateful Functions on Streaming Dataflows

OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable Graph) framework. Core Capabilities: 1) domain model constr…

Papers from the computer science community to read and discuss.

Aria is Your AI Research Assistant Powered by GPT Large Language Models

A high-throughput and memory-efficient inference and serving engine for LLMs