ragfly 0.1.0

RAGfly Python SDK — retrieval infrastructure for your AI agents

RAGfly Python SDK

Official Python client for RAGfly — retrieval infrastructure for your AI agents.

Install

pip install ragfly

Quick start

from ragfly import RAGfly

client = RAGfly(api_key="rfly_...")

# Ask a question (RAG end-to-end)
resp = client.ask("What are the Q1 sales figures?")
print(resp.answer)

# Streaming
for chunk in client.ask("Summarize active contracts", stream=True):
    print(chunk.delta, end="", flush=True)

# Semantic search (retrieval only)
results = client.search("maintenance contracts", limit=5)
for doc in results.documents:
    print(doc.nombre, doc.similitud_max)

API Keys

Generate an API key from app.ragfly.ai → Settings → API Keys.

Methods

Method	Description
client.ask(question, *, stream=False, conversation_id=None)	RAG end-to-end: retrieve + generate
client.search(query, *, limit=10, min_similitud=0.0)	Hybrid retrieval (vector + lexical + rerank)
client.list_documents(*, page=1, page_size=20)	List corpus documents

Links

• Docs: https://api.ragfly.ai/docs
• Site: https://ragfly.ai