{"library":"pinecone-text","type":"library","category":null,"description":"The Pinecone Text Client is a Python package that provides text utilities for generating sparse, dense, and hybrid vector embeddings. It is designed for seamless integration with Pinecone's vector database to facilitate sparse-dense (hybrid) semantic search. Currently, it is a public preview ('Beta') version, with the latest release being 0.11.0. Release cadence is infrequent, focusing on feature additions and improvements within its beta phase.","language":"python","status":"active","version":"0.11.0","tags":["text processing","embeddings","vector search","sparse vectors","dense vectors","hybrid search","pinecone","nlp"],"install":[{"cmd":"pip install pinecone-text","imports":["from pinecone_text import OpenAIEncoder"]}],"homepage":"https://www.pinecone.io","github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/pinecone-text/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":80,"avg_install_s":6.3,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pinecone-text/compatibility"},"provenance":{"verified_status":"import_fail","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Fri Jul 10","install_tag":null}}