{"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"],"install":[{"cmd":"pip install colbert-ai","imports":["from colbert import ColBERT"]},{"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":65,"avg_install_s":42.5,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/colbert-ai/compatibility"},"provenance":{"verified_status":"import_fail","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Fri Jul 10","install_tag":null}}