{"library":"colbert-ai","type":"library","category":null,"description":"ColBERT (Contextualized Late Interaction over BERT) is an advanced neural information retrieval model that enables efficient and effective passage search over large text collections, leveraging fine-grained contextualized late interaction. The library is currently at version 0.2.22 and receives regular updates, focusing on performance, bug fixes, and broader compatibility.","language":"python","status":"active","version":"0.2.22","tags":["information retrieval","nlp","embeddings","neural search","pytorch","transformers","reranking","rag"],"last_verified":"Sun May 24","install":[{"cmd":"pip install colbert-ai","imports":["from colbert.infra import ColBERTConfig","from colbert.infra import RunConfig","from colbert.infra import Run","from colbert import Indexer","from colbert import Searcher","from colbert import Trainer"]},{"cmd":"pip install colbert-ai[torch,faiss-gpu]","imports":[]}],"homepage":"https://colbert-ai.github.io/","github":"https://github.com/stanford-futuredata/ColBERT","docs":null,"changelog":null,"pypi":"https://pypi.org/project/colbert-ai/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":60,"avg_install_s":44.5,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/colbert-ai/compatibility"}}