j rdZddlZddlmZmZmZmZddlmZm Z eje Z GddeZ y)z4Utils for interacting with the Semantic Scholar API.N)AnyDictListOptional) BaseModelmodel_validatorceZdZUdZeed<dZeed<dZeed<dZ eed<d Z e eed <gd Z e eed <ed ededefdZdedefdZy)SemanticScholarAPIWrapperaWrapper around semanticscholar.org API. https://github.com/danielnsilva/semanticscholar You should have this library installed. `pip install semanticscholar` Semantic Scholar API can conduct searches and fetch document metadata like title, abstract, authors, etc. Attributes: top_k_results: number of the top-scored document used for the Semantic Scholar tool load_max_docs: a limit to the number of loaded documents Example: .. code-block:: python from langchain_community.utilities.semanticscholar import SemanticScholarAPIWrapper ss = SemanticScholarAPIWrapper( top_k_results = 3, load_max_docs = 3 ) ss.run("biases in large language models") semanticscholar_search top_k_resultsi,S2_MAX_QUERY_LENGTHd load_max_docsidoc_content_chars_max) titleabstractvenueyearpaperId citationCount openAccessPdfauthors externalIdsreturned_fieldsbefore)modevaluesreturncp ddlm}|}|j|d<|S#t$r tdwxYw)z7Validate that the python package exists in environment.r)SemanticScholarr zfCould not import Semanticscholar python package. Please install it with `pip install semanticscholar`.)semanticscholarr! search_paper ImportError)clsrr!schs w/var/www/html/Fitness-lenito-AI-main/venv/lib/python3.12/site-packages/langchain_community/utilities/semanticscholar.pyvalidate_environmentz.SemanticScholarAPIWrapper.validate_environment6sN  7!#C/2/?/?F+ ,   H  s 5queryc|j||j|j}g}|d|jD]d}dj dt |dgD}|j dt |dddt |d dd |d t |d dd f|rdj |d|jSy)zRun the Semantic Scholar API.)limitfieldsNz, c3&K|] }|d yw)nameN).0authors r' z0SemanticScholarAPIWrapper.run..Ms -I6v-IsrzPublished year: rz Title: rz Authors: z Abstract: r z zNo results found.)r rrr joingetattrappendr)selfr)results documentsitemrs r'runzSemanticScholarAPIWrapper.runFs-- ++D4H4H.  0d001Dii -4T9b-I G   "74#>"?@!$678#9%$T:t<=RA  2 ;;y)*FD,F,FG G&N)__name__ __module__ __qualname____doc__r__annotations__r intrrrrrrstrr classmethodrr(r;r/r<r'r r s2 M3""M3+/8C=/ "OT#Y (# $ 3 $ '''r<r )r@loggingtypingrrrrpydanticrr getLoggerr=loggerr r/r<r'rJs4:,,/   8 $O' O'r<