SaturnCassini / RAG_QA

A serverless RAG QA bot for various clients
GNU Affero General Public License v3.0
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Develop Interfaces in Python #2

Open SaturnCassini opened 8 months ago

SaturnCassini commented 8 months ago

DRAFT

# Define User class
class User:
    def __init__(self, username, access_level):
        self.username = username
        self.access_level = access_level

# Define Query class
class Query:
    def __init__(self, query_text, user):
        self.query_text = query_text
        self.user = user

# Define Document class
class Document:
    def __init__(self, title, content):
        self.title = title
        self.content = content

# Interface for a system component
class RetrievalSystemInterface:
    def retrieve_documents(self, query):
        raise NotImplementedError

# Example implementation of the interface
class SimpleRetrievalSystem(RetrievalSystemInterface):
    def retrieve_documents(self, query):
        # Implementation goes here
        return [Document("Doc1", "Content1"), Document("Doc2", "Content2")]

# Example usage
if __name__ == "__main__":
    user = User("john_doe", "standard")
    query = Query("What is the capital of France?", user)
    retrieval_system = SimpleRetrievalSystem()
    documents = retrieval_system.retrieve_documents(query)
    for doc in documents:
        print(doc.title, doc.content)