[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personali…

Knowledge is a tool for saving, searching, accessing, exploring and chatting with all of your favorite websites, documents and files.

카카오 추천팀 공개 리포지토리입니다.

전 세계의 멋진 케라스 문서 및 튜토리얼을 한글화하여 케라스x코리아를 널리널리 이롭게합니다.

Large Language Model Text Generation Inference

This hands-on lab walks you through a step-by-step approach to efficiently serving and fine-tuning large-scale Korean models on AWS infrastructure.

Interact with your documents using the power of GPT, 100% privately, no data leaks

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

Deep Learning Fundamentals -- Code material and exercises

🏆 A ranked gallery of awesome streamlit apps built by the community

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Awesome list of Korean Large Language Models.

Simple UI for LLM Model Finetuning

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

🦜🔗 Build context-aware reasoning applications

🍰 PromptLayer - Maintain a log of your prompts and OpenAI API requests. Track, debug, and replay old completions.

System design patterns for machine learning

한국어 사전학습 모델을 활용한 문장 임베딩

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

🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델과 데이터셋

🤗 Korean Comments ELECTRA: 한국어 댓글로 학습한 ELECTRA 모델

Korean Sentence Embedding Repository

sentence embedding by Smooth Inverse Frequency weighting scheme

Python library for keyword extraction

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.