#自然语言处理#A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
#自然语言处理#Efficient Retrieval Augmentation and Generation Framework
#大语言模型#🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite
#自然语言处理#Use late-interaction multi-modal models such as ColPali in just a few lines of code.
Neural Search
Late Interaction Models Training & Retrieval
ColBERT humor dataset for the task of humor detection, containing 200,000 jokes/news
An easy-to-use python toolkit for flexibly adapting various neural ranking models to target domain.
#向量搜索引擎#Vector Database with support for late interaction and token level embeddings.
Tree-based indexes for neural-search
#计算机科学#Efficient late-interaction retrieval systems in Julia!
#Awesome#A list of multi-vector retrieval resources
Open source ColBERT based document database
#向量搜索引擎#A demonstration of hybrid search with reranking using Qdrant and BGE-M3 model. A showcase of dense and sparse retrieval combined with ColBERT reranking for optimal search results
This is the Information Retrieval 2023-2024 fall semester CEID course project.
Code for ArXiv CS RAG Huggingface Space: Generate scientific paper abstract embeddings using ColBERTv2 and ask questions
#大语言模型#This app is a personalized music recommendation system that uses a Retrieval-Augmented Generation (RAG) framework, leveraging Spotify's API, LangChain, ChromaDB, and ColBERT embeddings to create playl...
Vector Space Model implementation for document retrieval, along with several metrics
