You cannot select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.

Egor Krasheninnikov c8391d4ff1 community[patch]: Fix YandexGPT embeddings (#19720) ... 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>		4 months ago
..
__init__.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	8 months ago
test_deterministic_embedding.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	8 months ago
test_edenai.py	infra: add print rule to ruff (#16221)	6 months ago
test_embaas.py	infra: add print rule to ruff (#16221)	6 months ago
test_gradient_ai.py	infra: add -p to mkdir in lint steps (#17013)	7 months ago
test_huggingface.py	Community[patch]use secret str in Tavily and HuggingFaceInferenceEmbeddings (#16109)	7 months ago
test_imports.py	community[patch]: import flattening fix (#20110)	4 months ago
test_infinity.py	community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463)	8 months ago
test_infinity_local.py	community[minor]: infinity embedding local option (#17671)	6 months ago
test_llamafile.py	community[minor]: llamafile embeddings support (#17976)	6 months ago
test_llm_rails.py	infra: add print rule to ruff (#16221)	6 months ago
test_oci_gen_ai_embedding.py	infra: add -p to mkdir in lint steps (#17013)	7 months ago
test_ollama.py	community[patch]: OllamaEmbeddings - Pass headers to post request (#16880)	5 months ago
test_openai.py	community[patch]: Fix chat openai unit test (#17124)	6 months ago
test_premai.py	community[minor]: Prem AI langchain integration (#19113)	5 months ago
test_vertexai.py	community[minor]: New model parameters and dynamic batching for VertexAIEmbeddings (#13999)	8 months ago
test_yandex.py	community[patch]: Fix YandexGPT embeddings (#19720)	4 months ago