ComponentsText embedding modelsLLMRailsLLMRailsLet's load the LLMRails Embeddings class.To use LLMRails embedding you need to pass api key by argument or set it in environment with LLM_RAILS_API_KEY key.
To gey API Key you need to sign up in https://console.llmrails.com/signup and then go to https://console.llmrails.com/api-keys and copy key from there after creating one key in platform.from langchain.embeddings import LLMRailsEmbeddingsembeddings = LLMRailsEmbeddings(model='embedding-english-v1') # or embedding-multi-v1text = "This is a test document."To generate embeddings, you can either query an invidivual text, or you can query a list of texts.query_result = embeddings.embed_query(text)query_result[:5]    [-0.09996652603149414,     0.015568195842206478,     0.17670190334320068,     0.16521021723747253,     0.21193109452724457]doc_result = embeddings.embed_documents([text])doc_result[0][:5]    [-0.04242777079343796,     0.016536075621843338,     0.10052520781755447,     0.18272875249385834,     0.2079043835401535]PreviousLlama-cppNextLocalAI