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OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models
TAG-Bench: A benchmark for table-augmented generation (TAG)
A throughput-oriented high-performance serving framework for LLMs
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations
Generative AI extensions for onnxruntime
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
The code used to train and run inference with the ColPali architecture.
GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
StaRD: Statute Retrieval Dataset based on Real-World Legal Consultation
Faster Learned Sparse Retrieval with Block-Max Pruning. ACM SIGIR 2024.
Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"
Using GPT to organize and access information, and generate questions. Long term goal is to make an agent-like research assistant.
[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)
Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering""
State-of-the-Art Text Embeddings
ESPN: Embedding from Storage Pipelined Network. GDS implementation for multi-vector embedding retrieval and bindings.
An Extensible Framework for Retrieval-Augmented LLM Applications: Learning Relevance Beyond Simple Similarity.
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
🌏 Modular retrievers for zero-shot multilingual IR.
Efficient Retrieval Augmentation and Generation Framework
UniTable: Towards a Unified Table Foundation Model
[ACM'MM 2024 Oral] Official code for "OneChart: Purify the Chart Structural Extraction via One Auxiliary Token"
Make your JSON data collaborative and version-controlled with CRDTs