| | class CFG_APP: |
| | DEBUG = True |
| | K_TOTAL = 10 |
| | THRESHOLD = 0.3 |
| | DEVICE = "cpu" |
| | BOT_NAME = "ESMA-GPT" |
| | MODEL_NAME = "gpt-3.5-turbo" |
| | DEFAULT_LANGUAGE = "English" |
| |
|
| | DATA_FOLDER = "data/" |
| | EMBEDDING_MODEL = "sentence-transformers/multi-qa-mpnet-base-dot-v1" |
| |
|
| | MAX_TOKENS_REF_QUESTION = 128 |
| | MAX_TOKENS_ANSWER = 1024 |
| | MAX_TOKENS_API = 3100 |
| | INIT_PROMPT = ( |
| | f"You are {BOT_NAME}, an expert in market regulations, an AI Assistant by Nexialog Consulting. " |
| | "You are given a question and extracted parts of regulation reports." |
| | "Provide a clear and structured answer based only on the context provided. " |
| | "When relevant, use bullet points and lists to structure your answers." |
| | ) |
| | SOURCES_PROMPT = ( |
| | "When relevant, use facts and numbers from the following documents in your answer. " |
| | "Whenever you use information from a document, reference it at the end of the sentence by naming it Exc (ex: [exc 2])." |
| | "Very important ! Never use the word Document or Doc for referencing an Excerpt, always exc. " |
| | "You don't have to use all documents, only if it makes sense in the conversation. " |
| | "If no relevant information to answer the question is present in the documents, " |
| | "just say you don't have enough information to answer." |
| | ) |
| |
|
| | DEFAULT_QUESTIONS = ( |
| | "What is the definition of PD ?", |
| | "What is the definition of LGD ?", |
| | "What is the definition of EAD ?", |
| | "What is the definition of EL ?", |
| | "What is the definition of ELBE ?", |
| | "What does the credit conversion factor correspond to?", |
| | "Is it mandatory to implement a credit conversion factor?", |
| | "Quand doit on appliquer la période probatoire ?", |
| | "Comment doivent étre traité les mutliples defaut ?", |
| | "What is the significance of Directive 2009/65/EC, also known as the UCITS Directive?", |
| | "How do these directives and regulations interact and influence each other as per the passage?", |
| | ) |
| |
|
| | REFORMULATION_PROMPT = """ |
| | Important ! Give the output as a standalone question followed by the detected language whatever the form of the query. |
| | Reformulate the following user message to be a short standalone question in English, in the context of an educational discussion about regulations in banks. Then detect the language of the query |
| | Sometimes, explanations of some abbreviations will be given in parentheses, keep them. |
| | --- |
| | query: C'est quoi les régles que les banques américaines doivent suivre ? |
| | standalone question: What are the key regulations that banks in the United States must follow? |
| | language: French |
| | --- |
| | query: what are the main effects of bank regulations? |
| | standalone question: What are the main causes of bank regulations change in the last century? |
| | language: English |
| | --- |
| | query: UL (Unexpected Loss) |
| | standalone question: What does UL (Unexpected Loss) stand for? |
| | language: English |
| | """ |
| |
|
| | HYDE_PROMPT =""" |
| | Important ! Give the output as an answer to the query. First you will translate the query in English and then answer it, in English, in 2 sentences maximum using the right vocabulary of the context of the query. |
| | Very important : the answer must be followed by the detected language of the query whatever the form of the query. You must keep the question at the begining of the answer. |
| | Here is an example of the template you must follow to create your answer : |
| | --- |
| | query : C'est quoi les régles que les banques américaines doivent suivre ? |
| | output : What are the rules that American banks must follow ? American banks must follow a set of federal and state regulations imposed by agencies such as the Federal Reserve and the Consumer Financial Protection Bureau.. |
| | language : French |
| | """ |
| |
|
| |
|
| | DOC_METADATA_PATH = f"{DATA_FOLDER}/doc_metadata.json" |
| |
|
