Answer from that section

The line, then the answer

The model only sees the line that search found. That is the generate step.

The first line of the result is the section. The second line is the answer, and it should say the boat is blue.

Example

from praisonai import Agent, KeywordIndex

lines = [
    "Apples grow on trees in the orchard.",
    "The secret colour of the boat is blue.",
    "Tickets for the ferry cost four pounds.",
]
index = KeywordIndex()
index.add_documents(lines)
question = "What colour is the boat?"
section = index.query(question, top_k=1)[0]["text"]
print(section)
agent = Agent(instructions="Answer in one sentence. Use only the note you are given.")
print(agent.start(question + "\nNote: " + section))

Try it Yourself

Example explained

• section — The line search found. It is handed to the agent in the question.
• Note: — The only text the agent is allowed to use.