bge-m3-qdrant-sample

Efficient Retrieval Augmentation and Generation Framework

Use late-interaction multi-modal models such as ColPali in just a few lines of code.

Late Interaction Models Training & Retrieval

ColBERT humor dataset for the task of humor detection, containing 200,000 jokes/news

Vector Database with support for late interaction and token level embeddings.

Tree-based indexes for neural-search

Extract Molecular SMILES embeddings from language models pre-trained with various objectives architectures.

Efficient late-interaction retrieval systems in Julia!

A list of multi-vector retrieval resources

LLM API Server , OpenAI 同时支持 ChatGLM3 ，Llama, Llama-3, Firefunction, Openfunctions ，BAAI/bge-m3 ,bge-large-zh-v1.5