mirror of
https://github.com/hwchase17/langchain
synced 2024-11-10 01:10:59 +00:00
c8391d4ff1
Fix of YandexGPT embeddings. The current version uses a single `model_name` for queries and documents, essentially making the `embed_documents` and `embed_query` methods the same. Yandex has a different endpoint (`model_uri`) for encoding documents, see [this](https://yandex.cloud/en/docs/yandexgpt/concepts/embeddings). The bug may impact retrievers built with `YandexGPTEmbeddings` (for instance FAISS database as retriever) since they use both `embed_documents` and `embed_query`. A simple snippet to test the behaviour: ```python from langchain_community.embeddings.yandex import YandexGPTEmbeddings embeddings = YandexGPTEmbeddings() q_emb = embeddings.embed_query('hello world') doc_emb = embeddings.embed_documents(['hello world', 'hello world']) q_emb == doc_emb[0] ``` The response is `True` with the current version and `False` with the changes I made. Twitter: @egor_krash --------- Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com> Co-authored-by: Bagatur <baskaryan@gmail.com> |
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| .. | ||
| __init__.py | ||
| aleph_alpha.py | ||
| anyscale.py | ||
| awa.py | ||
| azure_openai.py | ||
| baichuan.py | ||
| baidu_qianfan_endpoint.py | ||
| bedrock.py | ||
| bookend.py | ||
| clarifai.py | ||
| cloudflare_workersai.py | ||
| cohere.py | ||
| dashscope.py | ||
| databricks.py | ||
| deepinfra.py | ||
| edenai.py | ||
| elasticsearch.py | ||
| embaas.py | ||
| ernie.py | ||
| fake.py | ||
| fastembed.py | ||
| gigachat.py | ||
| google_palm.py | ||
| gpt4all.py | ||
| gradient_ai.py | ||
| huggingface_hub.py | ||
| huggingface.py | ||
| infinity_local.py | ||
| infinity.py | ||
| itrex.py | ||
| javelin_ai_gateway.py | ||
| jina.py | ||
| johnsnowlabs.py | ||
| laser.py | ||
| llamacpp.py | ||
| llamafile.py | ||
| llm_rails.py | ||
| localai.py | ||
| minimax.py | ||
| mlflow_gateway.py | ||
| mlflow.py | ||
| modelscope_hub.py | ||
| mosaicml.py | ||
| nemo.py | ||
| nlpcloud.py | ||
| oci_generative_ai.py | ||
| octoai_embeddings.py | ||
| ollama.py | ||
| openai.py | ||
| openvino.py | ||
| optimum_intel.py | ||
| premai.py | ||
| sagemaker_endpoint.py | ||
| self_hosted_hugging_face.py | ||
| self_hosted.py | ||
| sentence_transformer.py | ||
| solar.py | ||
| spacy_embeddings.py | ||
| sparkllm.py | ||
| tensorflow_hub.py | ||
| text2vec.py | ||
| vertexai.py | ||
| volcengine.py | ||
| voyageai.py | ||
| xinference.py | ||
| yandex.py | ||