Insert, Search, and Delete with LanceDB

from agno.agent import Agent
from agno.knowledge.knowledge import Knowledge
from agno.vectordb.lancedb import LanceDb

vector_db = LanceDb(table_name="recipes", uri="tmp/lancedb")
knowledge = Knowledge(vector_db=vector_db)
agent = Agent(knowledge=knowledge, search_knowledge=True)

if __name__ == "__main__":
    knowledge.insert(
        name="Recipes",
        url="https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf",
        metadata={"doc_type": "recipe_book"},
    )

    agent.print_response(
        "List the ingredients for Massaman Gai.",
        markdown=True,
    )

    vector_db.delete_by_name("Recipes")
    # To delete by metadata instead:
    # vector_db.delete_by_metadata({"doc_type": "recipe_book"})