Sarim A.

documents = []
    for doc in docs:
        document_entry = {
            "page_content": doc.get("text"),
            "metadata": doc.get("metadata")
        }
        documents.append(document_entry)

class MyPathWayRetriever(BaseRetriever):
    def _get_relevant_documents(
        self, query: str, *, run_manager: CallbackManagerForRetrieverRun
    ) -> List[Document]:
        # docs = client.query(query)
        documents = []
        # for doc in docs:
        #     documents.append(Document(page_content=doc.get(
        #         "text"), metadata=doc.get("metadata")))
        return documents


retriever = MyPathWayRetriever()



documents = retriever.invoke("what is bitcoin")
print(documents)

class MyPathWayRetriever(BaseRetriever):
    def _get_relevant_documents(
        self, query: str, *, run_manager: CallbackManagerForRetrieverRun
    ) -> List[Document]:
         docs = client.query(query)
        documents = []
         for doc in docs:
             documents.append(Document(page_content=doc.get(
                 "text"), metadata=doc.get("metadata")))
        return documents


retriever = MyPathWayRetriever()



documents = retriever.invoke("what is bitcoin")
print(documents)