How to use Komalverma/custom_bge_baai_cfr with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Komalverma/custom_bge_baai_cfr") sentences = [ "<> The home health aide does not need to be present during the supervisory assessment described in paragraph (h)(1)(i)(A) of this section. <> The supervisory assessment must be completed onsite (that is, an in person visit), or on the rare occasion by using two-way audio-video telecommunications technology that allows for real-time interaction between the registered nurse (or other appropriate skilled professional) and the patient, not to exceed 1 virtual supervisory assessment per patient in a 60-day episode. <> If an area of concern in aide services is noted by the supervising registered nurse or other appropriate skilled professional, then the supervising individual must make an on-site visit to the location where the patient is receiving care in order to observe and assess the aide while he or she is performing care.", "<> The State need not require the facility to disclose the same information described in this paragraph (e) more than once on the same enrollment application submission. Federal financial participation (FFP) is not available in payments made to a disclosing entity that fails to disclose ownership or control information as required by this section.", "<> The home health aide does not need to be present during the supervisory assessment described in paragraph (h)(1)(i)(A) of this section. <> The supervisory assessment must be completed onsite (that is, an in person visit), or on the rare occasion by using two-way audio-video telecommunications technology that allows for real-time interaction between the registered nurse (or other appropriate skilled professional) and the patient, not to exceed 1 virtual supervisory assessment per patient in a 60-day episode. <> If an area of concern in aide services is noted by the supervising registered nurse or other appropriate skilled professional, then the supervising individual must make an on-site visit to the location where the patient is receiving care in order to observe and assess the aide while he or she is performing care.", "<> A medical device distributor or wholesaler that is not otherwise a manufacturer of a device or medical supplies. [ENUM Coordination and management of care (or coordinating and managing care)] (i) means the deliberate organization of patient care activities and sharing of information between two or more VBE participants, one or more VBE participants and the VBE, or one or more VBE participants and patients, that is designed to achieve safer, more effective, or more efficient care to improve the health outcomes of the target patient population." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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