Ig`ddlmZmZmZddlmZddlmZmZm Z m Z ddl m Z GddeeZ y))AnyListOptional) Embeddings) BaseModel ConfigDictFieldmodel_validator)Selfc2eZdZUdZdZeed<eed<eddZ e ed< edd Z e ed < edd Z e ed < ed d Z eed < ed d Zeed < ed dZeed< ed dZeed< eddZee ed< eddZee ed< eddZee ed< eddZeed< eddZeeed< eddZeddefdZdeedeeefdZdedeefd Z y)!LlamaCppEmbeddingsallama.cpp embedding models. To use, you should have the llama-cpp-python library installed, and provide the path to the Llama model as a named parameter to the constructor. Check out: https://github.com/abetlen/llama-cpp-python Example: .. code-block:: python from langchain_community.embeddings import LlamaCppEmbeddings llama = LlamaCppEmbeddings(model_path="/path/to/model.bin") Nclient model_pathin_ctx)aliasn_partsseedFf16_kv logits_all vocab_only use_mlock n_threadsn_batch n_gpu_layersTverbosedeviceforbid)extraprotected_namespacesafter)modereturnc2|j}gd}|Dcic]}|t||}}|j|j|d< ddlm}||fddi||_|Scc}w#t $r t dt$r}td |d |d}~wwxYw) z4Validate that llama-cpp-python library is installed.) rrrrrrrrrrrNrr)Llama embeddingTzCould not import llama-cpp-python library. Please install the llama-cpp-python library to use this embedding model: pip install llama-cpp-pythonz&Could not load Llama model from path: z. Received error ) rgetattrr llama_cppr&r ImportError Exception ValueError)selfrmodel_param_namesk model_paramsr&es d/var/www/html/answerous/venv/lib/python3.12/site-packages/langchain_community/embeddings/llamacpp.pyvalidate_environmentz'LlamaCppEmbeddings.validate_environmentEs__   6GG74++G G    (+/+<+rOs'&&0BB"{+J{+rA