# Embeddings

> langchain_upstage → Embeddings

## Classes

- [`UpstageDocumentParseParser`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser)
- [`UpstageDocumentParseLoader`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader)
- [`UpstageEmbeddings`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings)
- [`ChatUpstage`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage)

## Functions

- [`parse_output()`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/parse_output)
- [`validate_file_path()`](https://reference.langchain.com/python/langchain-upstage/document_parse/validate_file_path)
- [`get_from_param_or_env()`](https://reference.langchain.com/python/langchain-upstage/utils/value_retriever/get_from_param_or_env)
- [`make_request()`](https://reference.langchain.com/python/langchain-upstage/utils/response_generator/make_request)
- [`file_to_base64_message()`](https://reference.langchain.com/python/langchain-upstage/utils/file_utils/file_to_base64_message)

## Modules

- [`langchain_upstage`](https://reference.langchain.com/python/langchain-upstage/langchain_upstage)
- [`document_parse_parsers`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers)
- [`document_parse`](https://reference.langchain.com/python/langchain-upstage/document_parse)
- [`embeddings`](https://reference.langchain.com/python/langchain-upstage/embeddings)
- [`chat_models`](https://reference.langchain.com/python/langchain-upstage/chat_models)
- [`utils`](https://reference.langchain.com/python/langchain-upstage/utils)
- [`value_retriever`](https://reference.langchain.com/python/langchain-upstage/utils/value_retriever)
- [`constants`](https://reference.langchain.com/python/langchain-upstage/utils/constants)
- [`response_generator`](https://reference.langchain.com/python/langchain-upstage/utils/response_generator)
- [`file_utils`](https://reference.langchain.com/python/langchain-upstage/utils/file_utils)

## Constants

- [`logger`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/logger)
- [`DOCUMENT_PARSE_BASE_URL`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/DOCUMENT_PARSE_BASE_URL)
- [`DEFAULT_NUM_PAGES`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/DEFAULT_NUM_PAGES)
- [`DOCUMENT_PARSE_DEFAULT_MODEL`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/DOCUMENT_PARSE_DEFAULT_MODEL)
- [`OutputFormat`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/OutputFormat)
- [`OCR`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/OCR)
- [`SplitType`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/SplitType)
- [`Category`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/Category)
- [`api_key`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser/api_key)
- [`base_url`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser/base_url)
- [`model`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser/model)
- [`split`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser/split)
- [`chart_recognition`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser/chart_recognition)
- [`ocr`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser/ocr)
- [`output_format`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser/output_format)
- [`coordinates`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser/coordinates)
- [`base64_encoding`](https://reference.langchain.com/python/langchain-upstage/document_parse_parsers/UpstageDocumentParseParser/base64_encoding)
- [`logger`](https://reference.langchain.com/python/langchain-upstage/document_parse/logger)
- [`file_path`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/file_path)
- [`split`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/split)
- [`api_key`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/api_key)
- [`base_url`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/base_url)
- [`model`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/model)
- [`chart_recognition`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/chart_recognition)
- [`ocr`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/ocr)
- [`output_format`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/output_format)
- [`coordinates`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/coordinates)
- [`base64_encoding`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/base64_encoding)
- [`parser`](https://reference.langchain.com/python/langchain-upstage/document_parse/UpstageDocumentParseLoader/parser)
- [`logger`](https://reference.langchain.com/python/langchain-upstage/embeddings/logger)
- [`DEFAULT_EMBED_BATCH_SIZE`](https://reference.langchain.com/python/langchain-upstage/embeddings/DEFAULT_EMBED_BATCH_SIZE)
- [`MAX_EMBED_BATCH_SIZE`](https://reference.langchain.com/python/langchain-upstage/embeddings/MAX_EMBED_BATCH_SIZE)
- [`UPSTAGE_CLIENT_HEADER`](https://reference.langchain.com/python/langchain-upstage/embeddings/UPSTAGE_CLIENT_HEADER)
- [`UPSTAGE_CLIENT_VALUE`](https://reference.langchain.com/python/langchain-upstage/embeddings/UPSTAGE_CLIENT_VALUE)
- [`DEFAULT_HEADERS`](https://reference.langchain.com/python/langchain-upstage/embeddings/DEFAULT_HEADERS)
- [`client`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/client)
- [`async_client`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/async_client)
- [`model`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/model)
- [`dimensions`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/dimensions)
- [`upstage_api_key`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/upstage_api_key)
- [`upstage_api_base`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/upstage_api_base)
- [`embedding_ctx_length`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/embedding_ctx_length)
- [`embed_batch_size`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/embed_batch_size)
- [`allowed_special`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/allowed_special)
- [`disallowed_special`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/disallowed_special)
- [`chunk_size`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/chunk_size)
- [`max_retries`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/max_retries)
- [`request_timeout`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/request_timeout)
- [`show_progress_bar`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/show_progress_bar)
- [`model_kwargs`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/model_kwargs)
- [`skip_empty`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/skip_empty)
- [`default_headers`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/default_headers)
- [`default_query`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/default_query)
- [`http_client`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/http_client)
- [`http_async_client`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/http_async_client)
- [`model_config`](https://reference.langchain.com/python/langchain-upstage/embeddings/UpstageEmbeddings/model_config)
- [`DOC_PARSING_MODEL`](https://reference.langchain.com/python/langchain-upstage/chat_models/DOC_PARSING_MODEL)
- [`SOLAR_TOKENIZERS`](https://reference.langchain.com/python/langchain-upstage/chat_models/SOLAR_TOKENIZERS)
- [`UPSTAGE_CLIENT_HEADER`](https://reference.langchain.com/python/langchain-upstage/chat_models/UPSTAGE_CLIENT_HEADER)
- [`UPSTAGE_CLIENT_VALUE`](https://reference.langchain.com/python/langchain-upstage/chat_models/UPSTAGE_CLIENT_VALUE)
- [`DEFAULT_HEADERS`](https://reference.langchain.com/python/langchain-upstage/chat_models/DEFAULT_HEADERS)
- [`lc_secrets`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/lc_secrets)
- [`lc_attributes`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/lc_attributes)
- [`model_name`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/model_name)
- [`upstage_api_key`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/upstage_api_key)
- [`upstage_api_base`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/upstage_api_base)
- [`openai_api_key`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/openai_api_key)
- [`openai_api_base`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/openai_api_base)
- [`openai_organization`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/openai_organization)
- [`tiktoken_model_name`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/tiktoken_model_name)
- [`tokenizer_name`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/tokenizer_name)
- [`top_k`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/top_k)
- [`prompt_cache_key`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/prompt_cache_key)
- [`default_headers`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/default_headers)
- [`disabled_params`](https://reference.langchain.com/python/langchain-upstage/chat_models/ChatUpstage/disabled_params)
- [`KILOBYTE`](https://reference.langchain.com/python/langchain-upstage/utils/constants/KILOBYTE)
- [`MEGABYTE`](https://reference.langchain.com/python/langchain-upstage/utils/constants/MEGABYTE)