#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
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
This project involves creating an inverted index for a text collection, implementing a Vector Space Model (VSM) with custom weighting methods, applying the pre-trained colBERT model for semantic query...