Parlyr

Conversational NLP — natural language to extraction plans

1 min read

Parlyr converts natural language into extraction plans and supports interactive chat sessions. Use it when you know what data you want but not which selectors to use.

parse

result = client.parlyr.parse(
    "Extract all product names, prices, and ratings",
)
print(result.intent, result.confidence, result.detected_url)

chat

response = client.parlyr.chat(
    session_id="my-session",
    message="Find all prices on this page",
)
print(response.response, response.session_id)

chatStream (SSE)

# Async only — use AsyncKloakd
async with client.parlyr.chat_stream(session_id="sess-abc", message="Refine") as events:
    async for event in events:
        print(event.event, event.data)

for await (const event of client.parlyr.chatStream({ sessionId: 'sess-abc', message: 'Refine' })) {
  console.log(event.event, event.data);
}

delete_session

client.parlyr.delete_session("sess-abc123")

Next steps

• Parlyr vs NEXUS guide — when to use each AI module
• Advanced modules — module overview
• Choosing an approach — decision tree