embedding [-0.042840488255023956,0.03162284940481186,-0.020775185897946358,0.012170901522040367,-0.051600754261016846,-0.027891861274838448,0.061851561069488525,0.07208336144685745,-0.05090389400720596,-0.038099255412817,0.011754359118640423,-0.06991245597600937,0.013662373647093773,-0.011212669312953949,-0.011003883555531502,0.051088713109493256,0.013046364299952984,-0.05769316107034683,-0.006948415189981461,0.06353568285703659,0.054805513471364975,-0.006477016489952803,-0.04364354535937309,0.04193500429391861,0.04670748859643936,0.020106466487050056,0.028349006548523903,-0.013576200231909752,-0.03315281122922897,-0.12941022217273712,0.0020160728599876165,0.049456287175416946,0.050817690789699554,0.0017689437372609973,0.0134945809841156,-0.010913060978055,-0.004846968222409487,0.04267922416329384,-0.026244189590215683,0.029831741005182266,-0.004150073044002056,0.022563733160495758,0.04458310082554817,0.04380439966917038,0.04486227408051491,0.019197983667254448,-0.04874177277088165,0.03874488174915314,0.09134403616189957,-0.00781730655580759,-0.040379125624895096,0.03457210958003998,0.009311629459261894,0.06692138314247131,-0.005263125523924828,-0.01998320035636425,0.04227500781416893,0.02994791977107525,0.008389467373490334,0.03773873299360275,0.016718178987503052,0.0016861797776073217,-0.1558544933795929,0.11166553199291229,-0.014539682306349277,0.034952022]
@titus this is my embedding available in neo4j graph database ,this is an embedding for a text and i have generated this using bge embedding model and stored in neo4j graph database
I am trying to retrieve this embeddings .
contextualized_vectorstore_with_patient_name_node = Neo4jVector.from_existing_index(
HuggingFaceBgeEmbeddings(model_name="BAAI/bge-small-en-v1.5"),
url=NEO4J_URI,
username=USERNAME,
password=PASSWORD,
database=DATABASE,
index_name='fhir_xt',
retrieval_query=contextualize_query_with_patient_name_ns,
)
i have loaded the existing index using lang chain from my neo4j graph from the above code
now my objective is to replace langchain with llamaindex
i am stuck in the area where i am unable to load my existing vector using llama index
navaneeth — Today at 16:21
my embeddings are already available as a node properties i need to use this embeddings for semantic similarity