| from langchain_core.pydantic_v1 import BaseModel, Field | |
| class QueryAnalysis(BaseModel): | |
| """Analyzing the user query""" | |
| esrs_type: str = Field( | |
| enum=[ | |
| "ESRS 1", | |
| "ESRS 2", | |
| "ESRS E1", | |
| "ESRS E2", | |
| "ESRS E3", | |
| "ESRS E4", | |
| "ESRS E5", | |
| "ESRS S1", | |
| "ESRS S2", | |
| "ESRS S3", | |
| "ESRS S4", | |
| "ESRS G1", | |
| ], | |
| description=""" | |
| Given a user question choose which documents would be most relevant for answering their question, | |
| - ESRS 1 is for questions about general principles for preparing and presenting sustainability information in accordance with CSRD | |
| - ESRS 2 is for questions about general disclosures related to sustainability reporting, including governance, strategy, impact, risk, opportunity management, and metrics and targets | |
| - ESRS E1 is for questions about climate change, global warming, GES and energy | |
| - ESRS E2 is for questions about air, water, and soil pollution, and dangerous substances | |
| - ESRS E3 is for questions about water and marine resources | |
| - ESRS E4 is for questions about biodiversity, nature, wildlife and ecosystems | |
| - ESRS E5 is for questions about resource use and circular economy | |
| - ESRS S1 is for questions about workforce and labor issues, job security, fair pay, and health and safety | |
| - ESRS S2 is for questions about workers in the value chain, workers' treatment | |
| - SRS S3 is for questions about affected communities, impact on local communities | |
| - ESRS S4 is for questions about consumers and end users, customer privacy, safety, and inclusion | |
| - ESRS G1 is for questions about governance, risk management, internal control, and business conduct | |
| """, | |
| ) | |
| sources: str = Field( | |
| enum=["ESRS", "External"], | |
| description=""" | |
| Given a user question choose which documents would be most relevant for answering their question, | |
| - ESRS is for questions about a specific environmental, social or governance topic, as well as CSRD's general principles and disclosures | |
| - External is for questions about how to implement the CSRD, or general questions about CSRD's context | |
| """, | |
| ) | |
| intent: str = Field( | |
| enum=[ | |
| "Specific topic", | |
| "Implementation reco", | |
| "KPI extraction", | |
| ], | |
| description=""" | |
| Categorize the user query in one of the following categories, | |
| Examples: | |
| - Specific topic: "What are the specificities of ESRS E1 ?" | |
| - Implementation reco: "How should I compute my scope 1 reduction target ?" | |
| - KPI extraction: "When will the CSRD be mandatory for my small French company ?" | |
| """, | |
| ) | |