const stream = client.messages.stream({
model: "{{OPUS_ID}}",
max_tokens: 64000,
messages: [{ role: "user", content: "Write a story" }],
});
for await (const event of stream) {
if (
event.type === "content_block_delta" &&
event.delta.type === "text_delta"
) {
process.stdout.write(event.delta.text);
}
}Opus 4.6: Use
thinking: {type: "adaptive"}. On older models, usethinking: {type: "enabled", budget_tokens: N}instead.
const stream = client.messages.stream({
model: "{{OPUS_ID}}",
max_tokens: 64000,
thinking: { type: "adaptive" },
messages: [{ role: "user", content: "Analyze this problem" }],
});
for await (const event of stream) {
switch (event.type) {
case "content_block_start":
switch (event.content_block.type) {
case "thinking":
console.log("\n[Thinking...]");
break;
case "text":
console.log("\n[Response:]");
break;
}
break;
case "content_block_delta":
switch (event.delta.type) {
case "thinking_delta":
process.stdout.write(event.delta.thinking);
break;
case "text_delta":
process.stdout.write(event.delta.text);
break;
}
break;
}
}Use the tool runner with stream: true. The outer loop iterates over tool runner iterations (messages), the inner loop processes stream events:
import Anthropic from "@anthropic-ai/sdk";
import { betaZodTool } from "@anthropic-ai/sdk/helpers/beta/zod";
import { z } from "zod";
const client = new Anthropic();
const getWeather = betaZodTool({
name: "get_weather",
description: "Get current weather for a location",
inputSchema: z.object({
location: z.string().describe("City and state, e.g., San Francisco, CA"),
}),
run: async ({ location }) => `72°F and sunny in ${location}`,
});
const runner = client.beta.messages.toolRunner({
model: "{{OPUS_ID}}",
max_tokens: 64000,
tools: [getWeather],
messages: [
{ role: "user", content: "What's the weather in Paris and London?" },
],
stream: true,
});
// Outer loop: each tool runner iteration
for await (const messageStream of runner) {
// Inner loop: stream events for this iteration
for await (const event of messageStream) {
switch (event.type) {
case "content_block_delta":
switch (event.delta.type) {
case "text_delta":
process.stdout.write(event.delta.text);
break;
case "input_json_delta":
// Tool input being streamed
break;
}
break;
}
}
}const stream = client.messages.stream({
model: "{{OPUS_ID}}",
max_tokens: 64000,
messages: [{ role: "user", content: "Hello" }],
});
for await (const event of stream) {
// Process events...
}
const finalMessage = await stream.finalMessage();
console.log(`Tokens used: ${finalMessage.usage.output_tokens}`);| Event Type | Description | When it fires |
|---|---|---|
message_start |
Contains message metadata | Once at the beginning |
content_block_start |
New content block beginning | When a text/tool_use block starts |
content_block_delta |
Incremental content update | For each token/chunk |
content_block_stop |
Content block complete | When a block finishes |
message_delta |
Message-level updates | Contains stop_reason, usage |
message_stop |
Message complete | Once at the end |
- Always flush output — Use
process.stdout.write()for immediate display - Handle partial responses — If the stream is interrupted, you may have incomplete content
- Track token usage — The
message_deltaevent contains usage information - Use
finalMessage()— Get the completeAnthropic.Messageobject even when streaming. Don't wrap.on()events innew Promise()—finalMessage()handles all completion/error/abort states internally - Buffer for web UIs — Consider buffering a few tokens before rendering to avoid excessive DOM updates
- Use
stream.on("text", ...)for deltas — Thetextevent provides just the delta string, simpler than manually filteringcontent_block_deltaevents - For agentic loops with streaming — See the Streaming Manual Loop section in tool-use.md for combining
stream()+finalMessage()with a tool-use loop
If using raw HTTP (not SDKs), the stream returns Server-Sent Events:
event: message_start
data: {"type":"message_start","message":{"id":"msg_...","type":"message",...}}
event: content_block_start
data: {"type":"content_block_start","index":0,"content_block":{"type":"text","text":""}}
event: content_block_delta
data: {"type":"content_block_delta","index":0,"delta":{"type":"text_delta","text":"Hello"}}
event: content_block_stop
data: {"type":"content_block_stop","index":0}
event: message_delta
data: {"type":"message_delta","delta":{"stop_reason":"end_turn"},"usage":{"output_tokens":12}}
event: message_stop
data: {"type":"message_stop"}