pip install -qU dria

import os

os.environ["DRIA_API_KEY"] = "DRIA_API_KEY"

from langchain_community.retrievers import DriaRetriever

api_key = os.getenv("DRIA_API_KEY")
retriever = DriaRetriever(api_key=api_key)

contract_id = retriever.create_knowledge_base(
    name="France's AI Development",
    embedding=DriaRetriever.models.jina_embeddings_v2_base_en.value,
    category="Artificial Intelligence",
    description="Explore the growth and contributions of France in the field of Artificial Intelligence.",
)

texts = [
    "The first text to add to Dria.",
    "Another piece of information to store.",
    "More data to include in the Dria knowledge base.",
]

ids = retriever.add_texts(texts)
print("Data added with IDs:", ids)

query = "Find information about Dria."
result = retriever.invoke(query)
for doc in result:
    print(doc)