{"library":"pymongo-search-utils","type":"library","category":null,"description":"PyMongo Search Utils is a Python library designed to simplify working with vector search in MongoDB Atlas. It provides utilities for generating embeddings, constructing Atlas Search queries, and executing them via PyMongo. Currently at version 0.3.0, it's under active development with releases occurring as features and fixes are introduced, typically every few weeks.","language":"python","status":"active","version":"0.3.0","tags":["mongodb","pymongo","atlas search","vector search","embeddings","ai","search"],"install":[{"cmd":"pip install pymongo-search-utils[openai]","imports":["from pymongo_search_utils import append_client_metadata","from pymongo_search_utils import vector_search_stage","from pymongo_search_utils import text_search_stage"]},{"cmd":"pip install pymongo-search-utils[cohere]","imports":[]},{"cmd":"pip install pymongo-search-utils","imports":[]}],"homepage":"http://pymongo-search-utils.readthedocs.org/","github":"https://github.com/mongodb-labs/pymongo-search-utils","docs":null,"changelog":null,"pypi":"https://pypi.org/project/pymongo-search-utils/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":80,"avg_install_s":2.5,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pymongo-search-utils/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Tue Jun 30","last_verified":"Tue Jun 30","next_check":"Thu Jul 30","install_tag":null}}