o Xg@sdddlZddlZddlZddlZddlZddlZddlmZddlm Z ddl m Z ddl m Z ddlZddlmZddl mZddlmZmZdd lmZdd lmZmZmZmZdd lmZdd lmZdd l m!Z!m"Z"ddl#m$Z$m%Z%m&Z&ddl'm(Z(ddl)Z)dZ*dZ+dddZ,e-dkrdZ*dZ.dZ/dZ0e,e/e0e*d\Z1Z2e3e2e3e1e3e4e1dSdS)N)OllamaEmbeddings)FAISS)ChatPromptTemplate)AsyncWebCrawler)ChatGroq)PromptTemplate)StrOutputParserPydanticOutputParser)RunnablePassthrough) PyPDFLoader TextLoaderDocx2txtLoaderUnstructuredPowerPointLoader) PdfReader)SemanticChunker) BaseModelField)ListOptionalDict)urlparse8gsk_igZbGeSv0MAqutmjrX9HWGdyb3FYc1U6fPEfvHFdLNFytjmyPGUHznomic-embed-textmixtral-8x7b-32768c Cst|||d}tddgdd}|j||d}z||}|jdd} |j} W| | fStyD} ztd | WYd} ~ d Sd} ~ ww) N) temperature groq_api_key model_name skills_db designationsa You are an expert in skill-to-designation mapping. Your task is to analyze a given set of skills and map them to the most appropriate designations. ### Input Skills: {skills_db} ### Designations: {designations} ### Output Format: {{ "Designation 1": ["Skill 1", "Skill 2", "Skill 3"], "Designation 2": ["Skill 4", "Skill 5"], "Designation 3": ["Skill 6", "Skill 7", "Skill 8"] }} ### Notes: - Ensure that each skill is mapped only to the most relevant designation(s). - If a skill fits multiple designations, include it in both. - Use clear and concise mappings. - Respond only with the JSON object in the specified format, without any additional text. - If you found no skills for some designations check does designation at last one more time ### Instructions: - **Respond only with the JSON object in the specified format.** - **Do not include any additional text, explanations, or code fences (e.g., ```json).** - **Ensure that the JSON is properly formatted and valid.** )input_variablestemplate)rr token_usage total_tokensz*An error occurred during chat invocation: )Nr)rrformatinvokeresponse_metadatacontent Exceptionprint) rrrrrchat system_promptformatted_promptoutputtoken_consumedskill_to_designation_mappinger/sF           6