From 41ab7ae87ff624b5aa948e0d0af3dabf41fc2e59 Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Tue, 21 May 2024 15:55:52 -0400
Subject: [PATCH 01/12] Experimental example of streaming nodes

---
 package-lock.json |  20 +++++++++-
 package.json      |   4 +-
 src/Substrate.ts  | 100 +++++++++++++++++++++++++++++++++++++++++++++-
 3 files changed, 121 insertions(+), 3 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index cfe1ede..940aafd 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -10,8 +10,10 @@
       "license": "MIT",
       "dependencies": {
         "@types/node-fetch": "^2.6.11",
+        "eventsource-parser": "^1.1.2",
         "node-fetch": "2.7.0",
-        "pako": "^2.1.0"
+        "pako": "^2.1.0",
+        "web-streams-polyfill": "^4.0.0"
       },
       "devDependencies": {
         "@types/pako": "^2.0.3",
@@ -1181,6 +1183,14 @@
         "@types/estree": "^1.0.0"
       }
     },
+    "node_modules/eventsource-parser": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/eventsource-parser/-/eventsource-parser-1.1.2.tgz",
+      "integrity": "sha512-v0eOBUbiaFojBu2s2NPBfYUoRR9GjcDNvCXVaqEf5vVfpIAh9f8RCo4vXTP8c63QRKCFwoLpMpTdPwwhEKVgzA==",
+      "engines": {
+        "node": ">=14.18"
+      }
+    },
     "node_modules/execa": {
       "version": "5.1.1",
       "resolved": "https://registry.npmjs.org/execa/-/execa-5.1.1.tgz",
@@ -2757,6 +2767,14 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/web-streams-polyfill": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0.tgz",
+      "integrity": "sha512-0zJXHRAYEjM2tUfZ2DiSOHAa2aw1tisnnhU3ufD57R8iefL+DcdJyRBRyJpG+NUimDgbTI/lH+gAE1PAvV3Cgw==",
+      "engines": {
+        "node": ">= 8"
+      }
+    },
     "node_modules/webidl-conversions": {
       "version": "4.0.2",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-4.0.2.tgz",
diff --git a/package.json b/package.json
index 8fe8bd4..84a3b36 100644
--- a/package.json
+++ b/package.json
@@ -44,7 +44,9 @@
   },
   "dependencies": {
     "@types/node-fetch": "^2.6.11",
+    "eventsource-parser": "^1.1.2",
     "node-fetch": "2.7.0",
-    "pako": "^2.1.0"
+    "pako": "^2.1.0",
+    "web-streams-polyfill": "^4.0.0"
   }
 }
diff --git a/src/Substrate.ts b/src/Substrate.ts
index ee34e31..13fa968 100644
--- a/src/Substrate.ts
+++ b/src/Substrate.ts
@@ -6,6 +6,7 @@ import { Node } from "substrate/Node";
 import { getPlatformProperties } from "substrate/Platform";
 import { deflate } from "pako";
 import { randomString } from "substrate/idGenerator";
+import { EventSourceParserStream } from "eventsource-parser/stream";
 
 type Configuration = {
   /**
@@ -83,6 +84,14 @@ export class Substrate {
     return this.runSerialized(serialized, nodes);
   }
 
+  /**
+   *  Stream the given nodes.
+   */
+  async stream(...nodes: Node[]): Promise<any> {
+    const serialized = Substrate.serialize(...nodes);
+    return this.streamSerialized(serialized, nodes);
+  }
+
   /**
    *  Run the given nodes, serialized using `Substrate.serialize`.
    *
@@ -138,6 +147,31 @@ export class Substrate {
     }
   }
 
+  /**
+   *  Stream the given nodes, serialized using `Substrate.serialize`.
+   */
+  async streamSerialized(
+    serialized: any,
+    nodes: Node[] | null = null,
+    endpoint: string = "/compose",
+  ): Promise<any> {
+    const url = this.baseUrl + endpoint;
+    const req = { dag: serialized };
+    const abortController = new AbortController();
+    const { signal } = abortController;
+    const timeout = setTimeout(() => abortController.abort(), this.timeout);
+
+    try {
+      const request = new Request(url, this.requestOptions(req, signal));
+      const res = await fetch(request);
+      return StreamResponse.fromSSEResponse(res);
+    } catch (err) {
+      console.log(err);
+    } finally {
+      clearTimeout(timeout);
+    }
+  }
+
   /**
    *  Transform an array of nodes into JSON for the Substrate API
    */
@@ -207,9 +241,73 @@ export class Substrate {
 
     // User-Provided
     for (const [name, value] of Object.entries(this.additionalHeaders)) {
-      headers.append(name, value);
+      headers.set(name, value);
     }
 
     return headers;
   }
 }
+
+class StreamResponse {
+  iterator: any;
+  constructor(iterator: any) {
+    this.iterator = iterator;
+  }
+
+  [Symbol.asyncIterator]() {
+    return this.iterator;
+  }
+
+  // Since the iterable is stateful you can't iterate over it again,
+  // but we can split it.
+  tee() {
+    const left: any[] = [];
+    const right: any[] = [];
+    const iterator = this.iterator;
+
+    const teeIterator = (queue: any) => {
+      return {
+        next: () => {
+          if (queue.length === 0) {
+            const result = iterator.next();
+            left.push(result);
+            right.push(result);
+          }
+          return queue.shift();
+        },
+      };
+    };
+
+    return [
+      new StreamResponse(teeIterator(left)),
+      new StreamResponse(teeIterator(right)),
+    ];
+  }
+
+  static fromSSEResponse(response: any) {
+    if (!response.body) throw "need a body here";
+
+    // const decoder = new TextDecoder("utf-8");
+
+    const stream = response.body
+      .pipeThrough(new TextDecoderStream())
+      .pipeThrough(new EventSourceParserStream());
+
+    const iteratable = streamToAsyncIterable(stream);
+    return new StreamResponse(iteratable);
+  }
+}
+
+async function* streamToAsyncIterable(stream: any) {
+  const reader = stream.getReader();
+  try {
+    let { done, value } = await reader.read();
+    while (!done) {
+      yield value;
+      ({ done, value } = await reader.read());
+    }
+    reader.releaseLock();
+  } catch (err) {
+    throw err;
+  }
+}

From a6d2129535e618ad72a2295aea44439a2d7181b4 Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Tue, 21 May 2024 16:04:11 -0400
Subject: [PATCH 02/12] Add runnable streaming example

---
 examples/streaming.js | 104 ++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 104 insertions(+)
 create mode 100755 examples/streaming.js

diff --git a/examples/streaming.js b/examples/streaming.js
new file mode 100755
index 0000000..3a1e9c4
--- /dev/null
+++ b/examples/streaming.js
@@ -0,0 +1,104 @@
+#!/usr/bin/env node
+
+import {
+  Substrate,
+  GenerateText,
+  GenerateImage,
+  MultiGenerateText,
+  Mistral7BInstruct,
+  Mixtral8x7BInstruct,
+  Llama3Instruct8B,
+  Llama3Instruct70B,
+  GenerateJSON,
+  MultiGenerateJSON,
+} from "substrate";
+
+async function main() {
+  const SUBSTRATE_API_KEY = process.env["SUBSTRATE_API_KEY"];
+
+  const substrate = new Substrate({
+    apiKey: SUBSTRATE_API_KEY,
+    baseUrl: "http://127.0.0.1:8000",
+    backend: "v1",
+    additionalHeaders: {
+      "x-user-id": "1",
+      "x-proxy-path": "/",
+      // "x-substrate-fp": "1",
+      "x-substrate-streaming": "1",
+      accept: "text/event-stream",
+    },
+  });
+
+  const nodes = [
+    "Mistral7BInstruct",
+    "Mixtral8x7BInstruct",
+    "Llama3Instruct8B",
+    "Llama3Instruct70B",
+  ]
+    .flatMap((node) => {
+      return [
+        new GenerateText(
+          { node, prompt: `spell out ${node}`, max_tokens: 50 },
+          { id: node },
+        ),
+        new MultiGenerateText(
+          { node, num_choices: 1, prompt: `spell out ${node}`, max_tokens: 50 },
+          { id: `${node}-multi` },
+        ),
+        new GenerateJSON(
+          {
+            node,
+            prompt: `spell out ${node}`,
+            json_schema: {
+              type: "object",
+              properties: { letters: { type: "string" } },
+            },
+          },
+          { id: node },
+        ),
+        new MultiGenerateJSON(
+          {
+            node,
+            num_choices: 1,
+            prompt: `spell out ${node}`,
+            json_schema: {
+              type: "object",
+              properties: { letters: { type: "string" } },
+            },
+          },
+          { id: node },
+        ),
+      ];
+    })
+    .concat([
+      new Mistral7BInstruct({
+        num_choices: 2,
+        prompt: "spell out Mistral7BInstruct",
+        max_tokens: 50,
+      }),
+      new Mixtral8x7BInstruct({
+        prompt: "spell out Mixtral8x7BInstruct",
+        max_tokens: 50,
+      }),
+      new Llama3Instruct8B({
+        prompt: "spell out Llama3Instruct8B",
+        max_tokens: 50,
+      }),
+      new Llama3Instruct70B({
+        prompt: "spell out Llama3Instruct70B",
+        max_tokens: 50,
+      }),
+    ]);
+
+  const stream = await substrate.stream(...nodes);
+
+  for await (let message of stream) {
+    const { node_id, object, data } = JSON.parse(message.data);
+    if (node_id) {
+      console.log({ node_id, object, data });
+    } else {
+      console.log(JSON.stringify({ object, data }, null, 2));
+    }
+  }
+}
+main();

From 00ab4fd031e3e9e935c7d33389cc8d2ff5f20c95 Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Fri, 31 May 2024 16:44:17 -0400
Subject: [PATCH 03/12] Node16 Support, adapt SSE parsing

---
 examples/streaming.js             |  99 ++++-----------
 package-lock.json                 |  20 +--
 package.json                      |   4 +-
 src/EventSource.ts                | 196 ++++++++++++++++++++++++++++++
 src/Streaming.ts                  |  31 +++++
 src/Substrate.ts                  |  78 ++----------
 src/SubstrateResponse.ts          |   2 +-
 src/SubstrateStreamingResponse.ts | 120 ++++++++++++++++++
 8 files changed, 382 insertions(+), 168 deletions(-)
 create mode 100644 src/EventSource.ts
 create mode 100644 src/Streaming.ts
 create mode 100644 src/SubstrateStreamingResponse.ts

diff --git a/examples/streaming.js b/examples/streaming.js
index 3a1e9c4..54d07e5 100755
--- a/examples/streaming.js
+++ b/examples/streaming.js
@@ -11,6 +11,7 @@ import {
   Llama3Instruct70B,
   GenerateJSON,
   MultiGenerateJSON,
+  EmbedText,
 } from "substrate";
 
 async function main() {
@@ -18,87 +19,33 @@ async function main() {
 
   const substrate = new Substrate({
     apiKey: SUBSTRATE_API_KEY,
-    baseUrl: "http://127.0.0.1:8000",
-    backend: "v1",
-    additionalHeaders: {
-      "x-user-id": "1",
-      "x-proxy-path": "/",
-      // "x-substrate-fp": "1",
-      "x-substrate-streaming": "1",
-      accept: "text/event-stream",
-    },
+    baseUrl: "https://api-staging.substrate.run",
   });
 
-  const nodes = [
-    "Mistral7BInstruct",
-    "Mixtral8x7BInstruct",
-    "Llama3Instruct8B",
-    "Llama3Instruct70B",
-  ]
-    .flatMap((node) => {
-      return [
-        new GenerateText(
-          { node, prompt: `spell out ${node}`, max_tokens: 50 },
-          { id: node },
-        ),
-        new MultiGenerateText(
-          { node, num_choices: 1, prompt: `spell out ${node}`, max_tokens: 50 },
-          { id: `${node}-multi` },
-        ),
-        new GenerateJSON(
-          {
-            node,
-            prompt: `spell out ${node}`,
-            json_schema: {
-              type: "object",
-              properties: { letters: { type: "string" } },
-            },
-          },
-          { id: node },
-        ),
-        new MultiGenerateJSON(
-          {
-            node,
-            num_choices: 1,
-            prompt: `spell out ${node}`,
-            json_schema: {
-              type: "object",
-              properties: { letters: { type: "string" } },
-            },
-          },
-          { id: node },
-        ),
-      ];
-    })
-    .concat([
-      new Mistral7BInstruct({
-        num_choices: 2,
-        prompt: "spell out Mistral7BInstruct",
-        max_tokens: 50,
-      }),
-      new Mixtral8x7BInstruct({
-        prompt: "spell out Mixtral8x7BInstruct",
-        max_tokens: 50,
-      }),
-      new Llama3Instruct8B({
-        prompt: "spell out Llama3Instruct8B",
-        max_tokens: 50,
-      }),
-      new Llama3Instruct70B({
-        prompt: "spell out Llama3Instruct70B",
-        max_tokens: 50,
-      }),
-    ]);
+  const [a, b, c, d] = [
+    new Mistral7BInstruct({
+      num_choices: 2,
+      prompt: "spell out Mistral7BInstruct",
+      max_tokens: 50,
+    }),
+    new Mixtral8x7BInstruct({
+      prompt: "spell out Mixtral8x7BInstruct",
+      max_tokens: 50,
+    }),
+    new Llama3Instruct8B({
+      prompt: "spell out Llama3Instruct8B",
+      max_tokens: 50,
+    }),
+    new Llama3Instruct70B({
+      prompt: "spell out Llama3Instruct70B",
+      max_tokens: 50,
+    }),
+  ];
 
-  const stream = await substrate.stream(...nodes);
+  const stream = await substrate.stream(d);
 
   for await (let message of stream) {
-    const { node_id, object, data } = JSON.parse(message.data);
-    if (node_id) {
-      console.log({ node_id, object, data });
-    } else {
-      console.log(JSON.stringify({ object, data }, null, 2));
-    }
+    console.log(message);
   }
 }
 main();
diff --git a/package-lock.json b/package-lock.json
index 940aafd..cfe1ede 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -10,10 +10,8 @@
       "license": "MIT",
       "dependencies": {
         "@types/node-fetch": "^2.6.11",
-        "eventsource-parser": "^1.1.2",
         "node-fetch": "2.7.0",
-        "pako": "^2.1.0",
-        "web-streams-polyfill": "^4.0.0"
+        "pako": "^2.1.0"
       },
       "devDependencies": {
         "@types/pako": "^2.0.3",
@@ -1183,14 +1181,6 @@
         "@types/estree": "^1.0.0"
       }
     },
-    "node_modules/eventsource-parser": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/eventsource-parser/-/eventsource-parser-1.1.2.tgz",
-      "integrity": "sha512-v0eOBUbiaFojBu2s2NPBfYUoRR9GjcDNvCXVaqEf5vVfpIAh9f8RCo4vXTP8c63QRKCFwoLpMpTdPwwhEKVgzA==",
-      "engines": {
-        "node": ">=14.18"
-      }
-    },
     "node_modules/execa": {
       "version": "5.1.1",
       "resolved": "https://registry.npmjs.org/execa/-/execa-5.1.1.tgz",
@@ -2767,14 +2757,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/web-streams-polyfill": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0.tgz",
-      "integrity": "sha512-0zJXHRAYEjM2tUfZ2DiSOHAa2aw1tisnnhU3ufD57R8iefL+DcdJyRBRyJpG+NUimDgbTI/lH+gAE1PAvV3Cgw==",
-      "engines": {
-        "node": ">= 8"
-      }
-    },
     "node_modules/webidl-conversions": {
       "version": "4.0.2",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-4.0.2.tgz",
diff --git a/package.json b/package.json
index 84a3b36..8fe8bd4 100644
--- a/package.json
+++ b/package.json
@@ -44,9 +44,7 @@
   },
   "dependencies": {
     "@types/node-fetch": "^2.6.11",
-    "eventsource-parser": "^1.1.2",
     "node-fetch": "2.7.0",
-    "pako": "^2.1.0",
-    "web-streams-polyfill": "^4.0.0"
+    "pako": "^2.1.0"
   }
 }
diff --git a/src/EventSource.ts b/src/EventSource.ts
new file mode 100644
index 0000000..fa5677d
--- /dev/null
+++ b/src/EventSource.ts
@@ -0,0 +1,196 @@
+/**
+ * EventSource/Server-Sent Events parser
+ * @see https://html.spec.whatwg.org/multipage/server-sent-events.html
+ *
+ * Based on code from {@link https://github.com/rexxars/eventsource-parser},
+ * which is licensed under the MIT license {@link https://github.com/rexxars/eventsource-parser/blob/main/LICENSE}
+ *
+ * Which is based on code from the {@link https://github.com/EventSource/eventsource | EventSource module},
+ * which is licensed under the MIT license. And copyrighted the EventSource GitHub organisation.
+ */
+
+/**
+ * Creates a new EventSource parser.
+ * @example
+ *
+ *    // create a parser and read start reading a string
+ *    let parser = createParser()
+ *    for (const message of parser.getMessages(str)) {
+ *      // ...
+ *    }
+ *
+ *    // if you want to reuse the parser.
+ *    parser.reset()
+ */
+export function createParser() {
+  // Processing state
+  let isFirstChunk: boolean;
+  let buffer: string;
+  let startingPosition: number;
+  let startingFieldLength: number;
+
+  // Event state
+  let eventId: string | undefined;
+  let eventName: string | undefined;
+  let data: string;
+
+  reset();
+  return { getMessages, reset };
+
+  function reset(): void {
+    isFirstChunk = true;
+    buffer = "";
+    startingPosition = 0;
+    startingFieldLength = -1;
+
+    eventId = undefined;
+    eventName = undefined;
+    data = "";
+  }
+
+  function* getMessages(chunk: string) {
+    buffer = buffer ? buffer + chunk : chunk;
+
+    // Strip any UTF8 byte order mark (BOM) at the start of the stream.
+    // Note that we do not strip any non - UTF8 BOM, as eventsource streams are
+    // always decoded as UTF8 as per the specification.
+    if (isFirstChunk && hasBom(buffer)) {
+      buffer = buffer.slice(BOM.length);
+    }
+
+    isFirstChunk = false;
+
+    // Set up chunk-specific processing state
+    const length = buffer.length;
+    let position = 0;
+    let discardTrailingNewline = false;
+
+    // Read the current buffer byte by byte
+    while (position < length) {
+      // EventSource allows for carriage return + line feed, which means we
+      // need to ignore a linefeed character if the previous character was a
+      // carriage return
+      // @todo refactor to reduce nesting, consider checking previous byte?
+      // @todo but consider multiple chunks etc
+      if (discardTrailingNewline) {
+        if (buffer[position] === "\n") {
+          ++position;
+        }
+        discardTrailingNewline = false;
+      }
+
+      let lineLength = -1;
+      let fieldLength = startingFieldLength;
+      let character: string;
+
+      for (
+        let index = startingPosition;
+        lineLength < 0 && index < length;
+        ++index
+      ) {
+        character = buffer[index] as string;
+        if (character === ":" && fieldLength < 0) {
+          fieldLength = index - position;
+        } else if (character === "\r") {
+          discardTrailingNewline = true;
+          lineLength = index - position;
+        } else if (character === "\n") {
+          lineLength = index - position;
+        }
+      }
+
+      if (lineLength < 0) {
+        startingPosition = length - position;
+        startingFieldLength = fieldLength;
+        break;
+      } else {
+        startingPosition = 0;
+        startingFieldLength = -1;
+      }
+
+      for (let event of parseEventStreamLine(
+        buffer,
+        position,
+        fieldLength,
+        lineLength,
+      )) {
+        if (event) yield event;
+      }
+
+      position += lineLength + 1;
+    }
+
+    if (position === length) {
+      // If we consumed the entire buffer to read the event, reset the buffer
+      buffer = "";
+    } else if (position > 0) {
+      // If there are bytes left to process, set the buffer to the unprocessed
+      // portion of the buffer only
+      buffer = buffer.slice(position);
+    }
+  }
+
+  function* parseEventStreamLine(
+    lineBuffer: string,
+    index: number,
+    fieldLength: number,
+    lineLength: number,
+  ) {
+    if (lineLength === 0) {
+      // We reached the last line of this event
+      if (data.length > 0) {
+        yield {
+          type: "event",
+          id: eventId,
+          event: eventName || undefined,
+          data: data.slice(0, -1), // remove trailing newline
+        };
+
+        data = "";
+        eventId = undefined;
+      }
+      eventName = undefined;
+      yield null;
+    }
+
+    const noValue = fieldLength < 0;
+    const field = lineBuffer.slice(
+      index,
+      index + (noValue ? lineLength : fieldLength),
+    );
+    let step = 0;
+
+    if (noValue) {
+      step = lineLength;
+    } else if (lineBuffer[index + fieldLength + 1] === " ") {
+      step = fieldLength + 2;
+    } else {
+      step = fieldLength + 1;
+    }
+
+    const position = index + step;
+    const valueLength = lineLength - step;
+    const value = lineBuffer.slice(position, position + valueLength).toString();
+
+    if (field === "data") {
+      data += value ? `${value}\n` : "\n";
+    } else if (field === "event") {
+      eventName = value;
+    } else if (field === "id" && !value.includes("\u0000")) {
+      eventId = value;
+    } else if (field === "retry") {
+      const retry = parseInt(value, 10);
+      if (!Number.isNaN(retry)) {
+        yield { type: "reconnect-interval", value: retry };
+      }
+    }
+  }
+}
+
+const BOM = [239, 187, 191];
+
+function hasBom(buffer: string) {
+  return BOM.every(
+    (charCode: number, index: number) => buffer.charCodeAt(index) === charCode,
+  );
+}
diff --git a/src/Streaming.ts b/src/Streaming.ts
new file mode 100644
index 0000000..9747633
--- /dev/null
+++ b/src/Streaming.ts
@@ -0,0 +1,31 @@
+export type NodeResult<T = Object> = {
+  object: "node.result";
+  nodeId: string;
+  data: T;
+};
+
+export type NodeDelta<T = Object> = {
+  object: "node.delta";
+  nodeId: string;
+  data: T;
+};
+
+export type NodeError = {
+  object: "node.error";
+  nodeId: string;
+  data: {
+    type: string;
+    message: string;
+  };
+};
+
+export type GraphResult<T = Object> = {
+  object: "graph.result";
+  data: T;
+};
+
+export type SSEMessage<T = Object> =
+  | NodeResult<T>
+  | NodeDelta<T>
+  | NodeError
+  | GraphResult<T>;
diff --git a/src/Substrate.ts b/src/Substrate.ts
index 13fa968..140d5bd 100644
--- a/src/Substrate.ts
+++ b/src/Substrate.ts
@@ -2,11 +2,11 @@ import { SubstrateError, RequestTimeoutError } from "substrate/Error";
 import { VERSION } from "substrate/version";
 import OpenAPIjson from "substrate/openapi.json";
 import { SubstrateResponse } from "substrate/SubstrateResponse";
+import { SubstrateStreamingResponse } from "substrate/SubstrateStreamingResponse";
 import { Node } from "substrate/Node";
 import { getPlatformProperties } from "substrate/Platform";
 import { deflate } from "pako";
 import { randomString } from "substrate/idGenerator";
-import { EventSourceParserStream } from "eventsource-parser/stream";
 
 type Configuration = {
   /**
@@ -89,7 +89,7 @@ export class Substrate {
    */
   async stream(...nodes: Node[]): Promise<any> {
     const serialized = Substrate.serialize(...nodes);
-    return this.streamSerialized(serialized, nodes);
+    return this.streamSerialized(serialized);
   }
 
   /**
@@ -152,7 +152,6 @@ export class Substrate {
    */
   async streamSerialized(
     serialized: any,
-    nodes: Node[] | null = null,
     endpoint: string = "/compose",
   ): Promise<any> {
     const url = this.baseUrl + endpoint;
@@ -160,11 +159,16 @@ export class Substrate {
     const abortController = new AbortController();
     const { signal } = abortController;
     const timeout = setTimeout(() => abortController.abort(), this.timeout);
+    const requestOptions = this.requestOptions(req, signal);
+
+    // Add Streaming Headers
+    requestOptions.headers.set("Accept", "text/event-stream");
+    requestOptions.headers.set("X-Substrate-Streaming", "1");
 
     try {
-      const request = new Request(url, this.requestOptions(req, signal));
+      const request = new Request(url, requestOptions);
       const res = await fetch(request);
-      return StreamResponse.fromSSEResponse(res);
+      return await SubstrateStreamingResponse.fromRequest(request, res);
     } catch (err) {
       console.log(err);
     } finally {
@@ -247,67 +251,3 @@ export class Substrate {
     return headers;
   }
 }
-
-class StreamResponse {
-  iterator: any;
-  constructor(iterator: any) {
-    this.iterator = iterator;
-  }
-
-  [Symbol.asyncIterator]() {
-    return this.iterator;
-  }
-
-  // Since the iterable is stateful you can't iterate over it again,
-  // but we can split it.
-  tee() {
-    const left: any[] = [];
-    const right: any[] = [];
-    const iterator = this.iterator;
-
-    const teeIterator = (queue: any) => {
-      return {
-        next: () => {
-          if (queue.length === 0) {
-            const result = iterator.next();
-            left.push(result);
-            right.push(result);
-          }
-          return queue.shift();
-        },
-      };
-    };
-
-    return [
-      new StreamResponse(teeIterator(left)),
-      new StreamResponse(teeIterator(right)),
-    ];
-  }
-
-  static fromSSEResponse(response: any) {
-    if (!response.body) throw "need a body here";
-
-    // const decoder = new TextDecoder("utf-8");
-
-    const stream = response.body
-      .pipeThrough(new TextDecoderStream())
-      .pipeThrough(new EventSourceParserStream());
-
-    const iteratable = streamToAsyncIterable(stream);
-    return new StreamResponse(iteratable);
-  }
-}
-
-async function* streamToAsyncIterable(stream: any) {
-  const reader = stream.getReader();
-  try {
-    let { done, value } = await reader.read();
-    while (!done) {
-      yield value;
-      ({ done, value } = await reader.read());
-    }
-    reader.releaseLock();
-  } catch (err) {
-    throw err;
-  }
-}
diff --git a/src/SubstrateResponse.ts b/src/SubstrateResponse.ts
index 6bdf8d9..65d00cf 100644
--- a/src/SubstrateResponse.ts
+++ b/src/SubstrateResponse.ts
@@ -16,7 +16,7 @@ export class SubstrateResponse {
   }
 
   get requestId() {
-    return this.apiResponse.headers.get("cf-ray");
+    return this.apiRequest.headers.get("x-substrate-request-id");
   }
 
   /**
diff --git a/src/SubstrateStreamingResponse.ts b/src/SubstrateStreamingResponse.ts
new file mode 100644
index 0000000..4fbf6af
--- /dev/null
+++ b/src/SubstrateStreamingResponse.ts
@@ -0,0 +1,120 @@
+import { createParser } from "substrate/EventSource";
+import { SSEMessage } from "substrate/Streaming";
+import { Node } from "substrate/Node";
+import { SubstrateError } from "./Error";
+
+export class SubstrateStreamingResponse {
+  public apiRequest: Request;
+  public apiResponse: Response;
+  protected iterator: any;
+
+  constructor(request: Request, response: Response, iterator: any) {
+    this.apiRequest = request;
+    this.apiResponse = response;
+    this.iterator = iterator;
+  }
+
+  [Symbol.asyncIterator]() {
+    return this.iterator;
+  }
+
+  tee() {
+    const left: any[] = [];
+    const right: any[] = [];
+    const iterator = this.iterator;
+
+    const teeIterator = (queue: any) => {
+      return {
+        next: () => {
+          if (queue.length === 0) {
+            const result = iterator.next();
+            left.push(result);
+            right.push(result);
+          }
+          return queue.shift();
+        },
+      };
+    };
+
+    return [
+      new SubstrateStreamingResponse(
+        this.apiRequest,
+        this.apiResponse,
+        teeIterator(left),
+      ),
+      new SubstrateStreamingResponse(
+        this.apiRequest,
+        this.apiResponse,
+        teeIterator(right),
+      ),
+    ];
+  }
+
+  async *filter(node: Node) {
+    for await (const message of this) {
+      if (message?.nodeId === node.id) {
+        yield message;
+      }
+    }
+  }
+
+  static async fromRequest(request: Request, response: Response) {
+    if (!response.body) throw "need a body here";
+
+    const decoder = new TextDecoder("utf-8");
+    const parser = createParser();
+
+    async function* iterator(): AsyncGenerator<SSEMessage> {
+      for await (const chunk of readableStreamAsyncIterable(response.body)) {
+        for (const message of parser.getMessages(
+          decoder.decode(chunk as any),
+        )) {
+          if (message.data) {
+            try {
+              const sseMessage = JSON.parse(message.data);
+              yield sseMessage as SSEMessage;
+            } catch (_err) {
+              throw new SubstrateError(
+                `Bad Server-Sent Event message: ${message}`,
+              );
+            }
+          }
+        }
+      }
+    }
+
+    return new SubstrateStreamingResponse(request, response, iterator());
+  }
+}
+
+function readableStreamAsyncIterable(stream: any) {
+  // When stream is already an iterator we return it. This is the case when using a
+  // `response.body` from node-fetch.
+  if (stream[Symbol.asyncIterator]) return stream;
+
+  // Otherwise we use getReader and produce an async iterable from the ReadableStream.
+  // This is the variant we would see when using an implementation of fetch closer to
+  // the web.
+  const reader = stream.getReader();
+  return {
+    async next() {
+      try {
+        const result = await reader.read();
+        if (result?.done) reader.releaseLock(); // release lock when stream becomes closed
+        return result;
+      } catch (e) {
+        reader.releaseLock(); // release lock when stream becomes errored
+        throw e;
+      }
+    },
+    async return() {
+      const cancelPromise = reader.cancel();
+      reader.releaseLock();
+      await cancelPromise;
+      return { done: true, value: undefined };
+    },
+    [Symbol.asyncIterator]() {
+      return this;
+    },
+  };
+}

From d63e401fc2585d2d5e3a1515b67bccd55df4056f Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Wed, 5 Jun 2024 14:29:26 -0400
Subject: [PATCH 04/12] Use SubstrateError when response.body empty

---
 src/SubstrateStreamingResponse.ts | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/SubstrateStreamingResponse.ts b/src/SubstrateStreamingResponse.ts
index 4fbf6af..92867e8 100644
--- a/src/SubstrateStreamingResponse.ts
+++ b/src/SubstrateStreamingResponse.ts
@@ -1,7 +1,7 @@
 import { createParser } from "substrate/EventSource";
 import { SSEMessage } from "substrate/Streaming";
 import { Node } from "substrate/Node";
-import { SubstrateError } from "./Error";
+import { SubstrateError } from "substrate/Error";
 
 export class SubstrateStreamingResponse {
   public apiRequest: Request;
@@ -59,7 +59,8 @@ export class SubstrateStreamingResponse {
   }
 
   static async fromRequest(request: Request, response: Response) {
-    if (!response.body) throw "need a body here";
+    if (!response.body)
+      throw new SubstrateError("Response body must be present");
 
     const decoder = new TextDecoder("utf-8");
     const parser = createParser();

From 37bf9bec0410a06254f0ddb8862513e937e63c2d Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Wed, 5 Jun 2024 16:11:56 -0400
Subject: [PATCH 05/12] Some UX improvements (be able to produce n-tee iters,
 node message types)

---
 examples/streaming.js             | 51 -------------------------------
 examples/streaming.ts             | 37 ++++++++++++++++++++++
 src/Streaming.ts                  | 40 +++++++++++++++++++-----
 src/Substrate.ts                  |  2 +-
 src/SubstrateStreamingResponse.ts | 43 +++++++++++++-------------
 5 files changed, 91 insertions(+), 82 deletions(-)
 delete mode 100755 examples/streaming.js
 create mode 100755 examples/streaming.ts

diff --git a/examples/streaming.js b/examples/streaming.js
deleted file mode 100755
index 54d07e5..0000000
--- a/examples/streaming.js
+++ /dev/null
@@ -1,51 +0,0 @@
-#!/usr/bin/env node
-
-import {
-  Substrate,
-  GenerateText,
-  GenerateImage,
-  MultiGenerateText,
-  Mistral7BInstruct,
-  Mixtral8x7BInstruct,
-  Llama3Instruct8B,
-  Llama3Instruct70B,
-  GenerateJSON,
-  MultiGenerateJSON,
-  EmbedText,
-} from "substrate";
-
-async function main() {
-  const SUBSTRATE_API_KEY = process.env["SUBSTRATE_API_KEY"];
-
-  const substrate = new Substrate({
-    apiKey: SUBSTRATE_API_KEY,
-    baseUrl: "https://api-staging.substrate.run",
-  });
-
-  const [a, b, c, d] = [
-    new Mistral7BInstruct({
-      num_choices: 2,
-      prompt: "spell out Mistral7BInstruct",
-      max_tokens: 50,
-    }),
-    new Mixtral8x7BInstruct({
-      prompt: "spell out Mixtral8x7BInstruct",
-      max_tokens: 50,
-    }),
-    new Llama3Instruct8B({
-      prompt: "spell out Llama3Instruct8B",
-      max_tokens: 50,
-    }),
-    new Llama3Instruct70B({
-      prompt: "spell out Llama3Instruct70B",
-      max_tokens: 50,
-    }),
-  ];
-
-  const stream = await substrate.stream(d);
-
-  for await (let message of stream) {
-    console.log(message);
-  }
-}
-main();
diff --git a/examples/streaming.ts b/examples/streaming.ts
new file mode 100755
index 0000000..0b413cc
--- /dev/null
+++ b/examples/streaming.ts
@@ -0,0 +1,37 @@
+#!/usr/bin/env -S npx ts-node --transpileOnly
+
+import { Substrate, Llama3Instruct70B } from "substrate";
+
+async function main() {
+  const SUBSTRATE_API_KEY = process.env["SUBSTRATE_API_KEY"];
+
+  const substrate = new Substrate({
+    apiKey: SUBSTRATE_API_KEY,
+    baseUrl: "https://api-staging.substrate.run",
+  });
+
+  const a = new Llama3Instruct70B({
+    prompt: "what are server side events useful for?",
+    max_tokens: 50,
+  });
+  const b = new Llama3Instruct70B({
+    prompt: "what is an async generator?",
+    max_tokens: 50,
+  });
+
+  const stream = await substrate.stream(a, b);
+
+  const [s1, s2] = stream.tee(2);
+
+  for await (let message of s1!.get(a)) {
+    if (message.object === "node.delta") {
+      console.log(message);
+    }
+  }
+  for await (let message of s2!.get(b)) {
+    if (message.object === "node.delta") {
+      console.log(message);
+    }
+  }
+}
+main();
diff --git a/src/Streaming.ts b/src/Streaming.ts
index 9747633..45ba3ee 100644
--- a/src/Streaming.ts
+++ b/src/Streaming.ts
@@ -1,15 +1,40 @@
-export type NodeResult<T = Object> = {
+/** Represents an array item within a `Node` output chunk, specifies the field is an array containing this `item` at the `index`. **/
+type ChunkArrayItem<T = Object> = {
+  object: "array.item";
+  index: number;
+  item: T;
+};
+
+/** Helper types for producing the "Chunk" types used in the `NodeDelta` messages */
+type ChunkizeObject<T> = T extends object
+  ? { [P in keyof T]: ChunkizeAny<T[P]> }
+  : T;
+
+type ChunkizeArray<T> = T extends (infer U)[]
+  ? ChunkArrayItem<ChunkizeAny<U>>
+  : ChunkArrayItem<T>;
+
+type ChunkizeAny<T> = T extends (infer U)[]
+  ? ChunkizeArray<U>
+  : T extends object
+    ? ChunkizeObject<T>
+    : T;
+
+/** Stream message that contains the completed `Node` output */
+type NodeResult<T = Object> = {
   object: "node.result";
   nodeId: string;
   data: T;
 };
 
-export type NodeDelta<T = Object> = {
+/** Stream message that contains a chunk of the `Node` output */
+type NodeDelta<T = Object> = {
   object: "node.delta";
   nodeId: string;
-  data: T;
+  data: ChunkizeAny<T>;
 };
 
+/** Stream message when an error happened during a `Node` run. */
 export type NodeError = {
   object: "node.error";
   nodeId: string;
@@ -19,13 +44,12 @@ export type NodeError = {
   };
 };
 
+/** Stream message that contains the completed "Graph" output */
 export type GraphResult<T = Object> = {
   object: "graph.result";
   data: T;
 };
 
-export type SSEMessage<T = Object> =
-  | NodeResult<T>
-  | NodeDelta<T>
-  | NodeError
-  | GraphResult<T>;
+export type NodeMessage<T = Object> = NodeResult<T> | NodeDelta<T> | NodeError;
+
+export type SSEMessage<T = Object> = NodeMessage | GraphResult<T>;
diff --git a/src/Substrate.ts b/src/Substrate.ts
index 140d5bd..699a476 100644
--- a/src/Substrate.ts
+++ b/src/Substrate.ts
@@ -87,7 +87,7 @@ export class Substrate {
   /**
    *  Stream the given nodes.
    */
-  async stream(...nodes: Node[]): Promise<any> {
+  async stream(...nodes: Node[]): Promise<SubstrateStreamingResponse> {
     const serialized = Substrate.serialize(...nodes);
     return this.streamSerialized(serialized);
   }
diff --git a/src/SubstrateStreamingResponse.ts b/src/SubstrateStreamingResponse.ts
index 92867e8..2bcff09 100644
--- a/src/SubstrateStreamingResponse.ts
+++ b/src/SubstrateStreamingResponse.ts
@@ -1,7 +1,7 @@
 import { createParser } from "substrate/EventSource";
-import { SSEMessage } from "substrate/Streaming";
-import { Node } from "substrate/Node";
+import { NodeMessage, SSEMessage } from "substrate/Streaming";
 import { SubstrateError } from "substrate/Error";
+import { AnyNode, NodeOutput } from "substrate/Nodes";
 
 export class SubstrateStreamingResponse {
   public apiRequest: Request;
@@ -18,42 +18,41 @@ export class SubstrateStreamingResponse {
     return this.iterator;
   }
 
-  tee() {
-    const left: any[] = [];
-    const right: any[] = [];
+  tee(n: number = 2) {
+    const queues: any[] = [];
+    for (let i = 0; i < n; i++) {
+      queues.push([]);
+    }
+
     const iterator = this.iterator;
 
-    const teeIterator = (queue: any) => {
+    const teeIterator = (queue: SSEMessage[]) => {
       return {
         next: () => {
           if (queue.length === 0) {
             const result = iterator.next();
-            left.push(result);
-            right.push(result);
+            for (let q of queues) q.push(result);
           }
           return queue.shift();
         },
       };
     };
 
-    return [
-      new SubstrateStreamingResponse(
-        this.apiRequest,
-        this.apiResponse,
-        teeIterator(left),
-      ),
-      new SubstrateStreamingResponse(
+    return queues.map((q) => {
+      return new SubstrateStreamingResponse(
         this.apiRequest,
         this.apiResponse,
-        teeIterator(right),
-      ),
-    ];
+        teeIterator(q),
+      );
+    });
   }
 
-  async *filter(node: Node) {
-    for await (const message of this) {
-      if (message?.nodeId === node.id) {
-        yield message;
+  async *get<T extends AnyNode>(
+    node: T,
+  ): AsyncGenerator<NodeMessage<NodeOutput<T>>> {
+    for await (let message of this) {
+      if (message?.node_id === node.id) {
+        yield message as NodeMessage<NodeOutput<T>>;
       }
     }
   }

From 386151c4333fd4f1b824967b6458a27bb30f8630 Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Wed, 5 Jun 2024 16:24:40 -0400
Subject: [PATCH 06/12] Update requestId test

---
 tests/SubstrateResponse.test.ts | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/tests/SubstrateResponse.test.ts b/tests/SubstrateResponse.test.ts
index 12f3769..38ce321 100644
--- a/tests/SubstrateResponse.test.ts
+++ b/tests/SubstrateResponse.test.ts
@@ -19,12 +19,12 @@ describe("SubstrateResponse", () => {
     expect(sbResponse.requestId).toBeNull();
   });
 
-  test(".requestId present when present in response", () => {
+  test(".requestId present when present in request", () => {
     // When there is no request-id present in the response headers.
-    const request = new Request("http://127.0.0.1");
-    const response = new Response(null, {
-      headers: { "cf-ray": "REQUEST_ID" },
+    const request = new Request("http://127.0.0.1", {
+      headers: { "x-substrate-request-id": "REQUEST_ID" },
     });
+    const response = new Response();
     const responseJSON = {};
     const sbResponse = new SubstrateResponse(request, response, responseJSON);
 

From 76ca07c1c5d05fbdc60ee8017f62f469273e1b50 Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Fri, 7 Jun 2024 12:31:00 -0400
Subject: [PATCH 07/12] Add and update examples and response code

---
 examples/streaming.ts                         |   20 +-
 examples/streaming/nextjs-basic/.gitignore    |   36 +
 examples/streaming/nextjs-basic/README.md     |   18 +
 examples/streaming/nextjs-basic/app/Demo.tsx  |   50 +
 .../app/api/generate-text/route.ts            |   20 +
 .../streaming/nextjs-basic/app/favicon.ico    |  Bin 0 -> 25931 bytes
 .../streaming/nextjs-basic/app/globals.css    |   33 +
 .../streaming/nextjs-basic/app/layout.tsx     |   22 +
 examples/streaming/nextjs-basic/app/page.tsx  |    9 +
 .../streaming/nextjs-basic/next.config.mjs    |    4 +
 .../streaming/nextjs-basic/package-lock.json  | 1800 +++++++++++++++++
 examples/streaming/nextjs-basic/package.json  |   24 +
 .../streaming/nextjs-basic/postcss.config.mjs |    8 +
 .../streaming/nextjs-basic/public/next.svg    |    1 +
 .../streaming/nextjs-basic/public/vercel.svg  |    1 +
 .../streaming/nextjs-basic/tailwind.config.ts |   20 +
 examples/streaming/nextjs-basic/tsconfig.json |   26 +
 examples/streaming/node-http-basic/.nvmrc     |    1 +
 examples/streaming/node-http-basic/README.md  |   13 +
 .../node-http-basic/package-lock.json         |  190 ++
 .../streaming/node-http-basic/package.json    |   14 +
 examples/streaming/node-http-basic/server.js  |   32 +
 src/Substrate.ts                              |    7 +-
 src/SubstrateStreamingResponse.ts             |  122 +-
 src/sb.ts                                     |    4 +
 25 files changed, 2411 insertions(+), 64 deletions(-)
 create mode 100644 examples/streaming/nextjs-basic/.gitignore
 create mode 100644 examples/streaming/nextjs-basic/README.md
 create mode 100644 examples/streaming/nextjs-basic/app/Demo.tsx
 create mode 100644 examples/streaming/nextjs-basic/app/api/generate-text/route.ts
 create mode 100644 examples/streaming/nextjs-basic/app/favicon.ico
 create mode 100644 examples/streaming/nextjs-basic/app/globals.css
 create mode 100644 examples/streaming/nextjs-basic/app/layout.tsx
 create mode 100644 examples/streaming/nextjs-basic/app/page.tsx
 create mode 100644 examples/streaming/nextjs-basic/next.config.mjs
 create mode 100644 examples/streaming/nextjs-basic/package-lock.json
 create mode 100644 examples/streaming/nextjs-basic/package.json
 create mode 100644 examples/streaming/nextjs-basic/postcss.config.mjs
 create mode 100644 examples/streaming/nextjs-basic/public/next.svg
 create mode 100644 examples/streaming/nextjs-basic/public/vercel.svg
 create mode 100644 examples/streaming/nextjs-basic/tailwind.config.ts
 create mode 100644 examples/streaming/nextjs-basic/tsconfig.json
 create mode 100644 examples/streaming/node-http-basic/.nvmrc
 create mode 100644 examples/streaming/node-http-basic/README.md
 create mode 100644 examples/streaming/node-http-basic/package-lock.json
 create mode 100644 examples/streaming/node-http-basic/package.json
 create mode 100644 examples/streaming/node-http-basic/server.js

diff --git a/examples/streaming.ts b/examples/streaming.ts
index 0b413cc..523ef40 100755
--- a/examples/streaming.ts
+++ b/examples/streaming.ts
@@ -5,30 +5,16 @@ import { Substrate, Llama3Instruct70B } from "substrate";
 async function main() {
   const SUBSTRATE_API_KEY = process.env["SUBSTRATE_API_KEY"];
 
-  const substrate = new Substrate({
-    apiKey: SUBSTRATE_API_KEY,
-    baseUrl: "https://api-staging.substrate.run",
-  });
+  const substrate = new Substrate({ apiKey: SUBSTRATE_API_KEY });
 
   const a = new Llama3Instruct70B({
     prompt: "what are server side events useful for?",
     max_tokens: 50,
   });
-  const b = new Llama3Instruct70B({
-    prompt: "what is an async generator?",
-    max_tokens: 50,
-  });
-
-  const stream = await substrate.stream(a, b);
 
-  const [s1, s2] = stream.tee(2);
+  const stream = await substrate.stream(a);
 
-  for await (let message of s1!.get(a)) {
-    if (message.object === "node.delta") {
-      console.log(message);
-    }
-  }
-  for await (let message of s2!.get(b)) {
+  for await (let message of stream.get(a)) {
     if (message.object === "node.delta") {
       console.log(message);
     }
diff --git a/examples/streaming/nextjs-basic/.gitignore b/examples/streaming/nextjs-basic/.gitignore
new file mode 100644
index 0000000..fd3dbb5
--- /dev/null
+++ b/examples/streaming/nextjs-basic/.gitignore
@@ -0,0 +1,36 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+.yarn/install-state.gz
+
+# testing
+/coverage
+
+# next.js
+/.next/
+/out/
+
+# production
+/build
+
+# misc
+.DS_Store
+*.pem
+
+# debug
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# local env files
+.env*.local
+
+# vercel
+.vercel
+
+# typescript
+*.tsbuildinfo
+next-env.d.ts
diff --git a/examples/streaming/nextjs-basic/README.md b/examples/streaming/nextjs-basic/README.md
new file mode 100644
index 0000000..b6b756c
--- /dev/null
+++ b/examples/streaming/nextjs-basic/README.md
@@ -0,0 +1,18 @@
+# Simple NextJS example
+
+This example uses a NextJS app that makes a request to Substrate in a route handler and sends the Server-Sent Events directly back to the client.
+
+On the client we can use a helper to decode these messsages into JavaScript objects that can be used to render out the content as it arrives.
+
+## Running the example
+
+```
+# install the dependencies
+npm install
+
+# run the dev server
+npm run dev
+
+# open your browser to use it (on localhost:3000 by default)
+open http://localhost:3000
+```
diff --git a/examples/streaming/nextjs-basic/app/Demo.tsx b/examples/streaming/nextjs-basic/app/Demo.tsx
new file mode 100644
index 0000000..8d37b69
--- /dev/null
+++ b/examples/streaming/nextjs-basic/app/Demo.tsx
@@ -0,0 +1,50 @@
+"use client";
+
+import { useState } from "react";
+import { sb } from "substrate";
+
+export default function Prompt() {
+  const [output, setOutput] = useState<string>("");
+
+  async function submitPrompt(event: any) {
+    event.preventDefault();
+
+    const formData = new FormData(event.currentTarget);
+
+    const request = new Request("/api/generate-text", {
+      method: "POST",
+      body: formData,
+    });
+    const response = await fetch(request);
+
+    if (response.ok) {
+      setOutput("");
+      const stream = await sb.streaming.fromSSEResponse(response);
+
+      for await (let message of stream) {
+        if (message.object === "node.delta") {
+          setOutput((state) => state + message.data.choices.item.text);
+        }
+      }
+    }
+  }
+
+  return (
+    <div className="w-full flex flex-col space-y-10">
+      <form className="w-full flex flex-row space-x-2" onSubmit={submitPrompt}>
+        <input
+          name="prompt"
+          autoFocus={true}
+          placeholder="Enter your prompt..."
+          type="text"
+          className="p-2 grow"
+        />
+        <button type="submit" className="rounded p-2">
+          Submit
+        </button>
+      </form>
+
+      <pre className="whitespace-pre-wrap">{output}</pre>
+    </div>
+  );
+}
diff --git a/examples/streaming/nextjs-basic/app/api/generate-text/route.ts b/examples/streaming/nextjs-basic/app/api/generate-text/route.ts
new file mode 100644
index 0000000..c8e8049
--- /dev/null
+++ b/examples/streaming/nextjs-basic/app/api/generate-text/route.ts
@@ -0,0 +1,20 @@
+"use server";
+
+import { Substrate, Llama3Instruct70B } from "substrate";
+
+const SUBSTRATE_API_KEY = process.env["SUBSTRATE_API_KEY"];
+
+const substrate = new Substrate({ apiKey: SUBSTRATE_API_KEY });
+
+export async function POST(request: Request) {
+  const formData = await request.formData();
+  const prompt =
+    formData.get("prompt")?.toString() ||
+    "write a short error message that informs a user they should fill in the prompt field";
+
+  const node = new Llama3Instruct70B({ prompt });
+
+  const streamResponse = await substrate.stream(node);
+  const body = streamResponse.apiResponse.body;
+  return new Response(body);
+}
diff --git a/examples/streaming/nextjs-basic/app/favicon.ico b/examples/streaming/nextjs-basic/app/favicon.ico
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diff --git a/examples/streaming/nextjs-basic/app/globals.css b/examples/streaming/nextjs-basic/app/globals.css
new file mode 100644
index 0000000..875c01e
--- /dev/null
+++ b/examples/streaming/nextjs-basic/app/globals.css
@@ -0,0 +1,33 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+:root {
+  --foreground-rgb: 0, 0, 0;
+  --background-start-rgb: 214, 219, 220;
+  --background-end-rgb: 255, 255, 255;
+}
+
+@media (prefers-color-scheme: dark) {
+  :root {
+    --foreground-rgb: 255, 255, 255;
+    --background-start-rgb: 0, 0, 0;
+    --background-end-rgb: 0, 0, 0;
+  }
+}
+
+body {
+  color: rgb(var(--foreground-rgb));
+  background: linear-gradient(
+      to bottom,
+      transparent,
+      rgb(var(--background-end-rgb))
+    )
+    rgb(var(--background-start-rgb));
+}
+
+@layer utilities {
+  .text-balance {
+    text-wrap: balance;
+  }
+}
diff --git a/examples/streaming/nextjs-basic/app/layout.tsx b/examples/streaming/nextjs-basic/app/layout.tsx
new file mode 100644
index 0000000..3314e47
--- /dev/null
+++ b/examples/streaming/nextjs-basic/app/layout.tsx
@@ -0,0 +1,22 @@
+import type { Metadata } from "next";
+import { Inter } from "next/font/google";
+import "./globals.css";
+
+const inter = Inter({ subsets: ["latin"] });
+
+export const metadata: Metadata = {
+  title: "Create Next App",
+  description: "Generated by create next app",
+};
+
+export default function RootLayout({
+  children,
+}: Readonly<{
+  children: React.ReactNode;
+}>) {
+  return (
+    <html lang="en">
+      <body className={inter.className}>{children}</body>
+    </html>
+  );
+}
diff --git a/examples/streaming/nextjs-basic/app/page.tsx b/examples/streaming/nextjs-basic/app/page.tsx
new file mode 100644
index 0000000..fd0e7cb
--- /dev/null
+++ b/examples/streaming/nextjs-basic/app/page.tsx
@@ -0,0 +1,9 @@
+import Demo from "./Demo";
+
+export default function Home() {
+  return (
+    <main className="flex min-h-screen flex-col items-center justify-between p-24">
+      <Demo />
+    </main>
+  );
+}
diff --git a/examples/streaming/nextjs-basic/next.config.mjs b/examples/streaming/nextjs-basic/next.config.mjs
new file mode 100644
index 0000000..4678774
--- /dev/null
+++ b/examples/streaming/nextjs-basic/next.config.mjs
@@ -0,0 +1,4 @@
+/** @type {import('next').NextConfig} */
+const nextConfig = {};
+
+export default nextConfig;
diff --git a/examples/streaming/nextjs-basic/package-lock.json b/examples/streaming/nextjs-basic/package-lock.json
new file mode 100644
index 0000000..26d0196
--- /dev/null
+++ b/examples/streaming/nextjs-basic/package-lock.json
@@ -0,0 +1,1800 @@
+{
+  "name": "web",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "web",
+      "version": "0.1.0",
+      "dependencies": {
+        "next": "14.2.3",
+        "react": "^18",
+        "react-dom": "^18"
+      },
+      "devDependencies": {
+        "@types/node": "^20",
+        "@types/react": "^18",
+        "@types/react-dom": "^18",
+        "postcss": "^8",
+        "tailwindcss": "^3.4.1",
+        "typescript": "^5"
+      }
+    },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@isaacs/cliui": {
+      "version": "8.0.2",
+      "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz",
+      "integrity": "sha512-O8jcjabXaleOG9DQ0+ARXWZBTfnP4WNAqzuiJK7ll44AmxGKv/J2M4TPjxjY3znBCfvBXFzucm1twdyFybFqEA==",
+      "dev": true,
+      "dependencies": {
+        "string-width": "^5.1.2",
+        "string-width-cjs": "npm:string-width@^4.2.0",
+        "strip-ansi": "^7.0.1",
+        "strip-ansi-cjs": "npm:strip-ansi@^6.0.1",
+        "wrap-ansi": "^8.1.0",
+        "wrap-ansi-cjs": "npm:wrap-ansi@^7.0.0"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/@jridgewell/gen-mapping": {
+      "version": "0.3.5",
+      "resolved": "https://registry.npmjs.org/@jridgewell/gen-mapping/-/gen-mapping-0.3.5.tgz",
+      "integrity": "sha512-IzL8ZoEDIBRWEzlCcRhOaCupYyN5gdIK+Q6fbFdPDg6HqX6jpkItn7DFIpW9LQzXG6Df9sA7+OKnq0qlz/GaQg==",
+      "dev": true,
+      "dependencies": {
+        "@jridgewell/set-array": "^1.2.1",
+        "@jridgewell/sourcemap-codec": "^1.4.10",
+        "@jridgewell/trace-mapping": "^0.3.24"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@jridgewell/resolve-uri": {
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/@jridgewell/resolve-uri/-/resolve-uri-3.1.2.tgz",
+      "integrity": "sha512-bRISgCIjP20/tbWSPWMEi54QVPRZExkuD9lJL+UIxUKtwVJA8wW1Trb1jMs1RFXo1CBTNZ/5hpC9QvmKWdopKw==",
+      "dev": true,
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@jridgewell/set-array": {
+      "version": "1.2.1",
+      "resolved": "https://registry.npmjs.org/@jridgewell/set-array/-/set-array-1.2.1.tgz",
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+      "dev": true,
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@jridgewell/sourcemap-codec": {
+      "version": "1.4.15",
+      "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.4.15.tgz",
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+      "dev": true
+    },
+    "node_modules/@jridgewell/trace-mapping": {
+      "version": "0.3.25",
+      "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.25.tgz",
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+      "dev": true,
+      "dependencies": {
+        "@jridgewell/resolve-uri": "^3.1.0",
+        "@jridgewell/sourcemap-codec": "^1.4.14"
+      }
+    },
+    "node_modules/@next/env": {
+      "version": "14.2.3",
+      "resolved": "https://registry.npmjs.org/@next/env/-/env-14.2.3.tgz",
+      "integrity": "sha512-W7fd7IbkfmeeY2gXrzJYDx8D2lWKbVoTIj1o1ScPHNzvp30s1AuoEFSdr39bC5sjxJaxTtq3OTCZboNp0lNWHA=="
+    },
+    "node_modules/@next/swc-darwin-arm64": {
+      "version": "14.2.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-arm64/-/swc-darwin-arm64-14.2.3.tgz",
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+      "cpu": [
+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-darwin-x64": {
+      "version": "14.2.3",
+      "resolved": "https://registry.npmjs.org/@next/swc-darwin-x64/-/swc-darwin-x64-14.2.3.tgz",
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+      "cpu": [
+        "x64"
+      ],
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@next/swc-linux-arm64-gnu": {
+      "version": "14.2.3",
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+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
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+        "arm64"
+      ],
+      "optional": true,
+      "os": [
+        "linux"
+      ],
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+        "commander": "^4.0.0",
+        "glob": "^10.3.10",
+        "lines-and-columns": "^1.1.6",
+        "mz": "^2.7.0",
+        "pirates": "^4.0.1",
+        "ts-interface-checker": "^0.1.9"
+      },
+      "bin": {
+        "sucrase": "bin/sucrase",
+        "sucrase-node": "bin/sucrase-node"
+      },
+      "engines": {
+        "node": ">=16 || 14 >=14.17"
+      }
+    },
+    "node_modules/supports-preserve-symlinks-flag": {
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+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/tailwindcss": {
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+        "arg": "^5.0.2",
+        "chokidar": "^3.5.3",
+        "didyoumean": "^1.2.2",
+        "dlv": "^1.1.3",
+        "fast-glob": "^3.3.0",
+        "glob-parent": "^6.0.2",
+        "is-glob": "^4.0.3",
+        "jiti": "^1.21.0",
+        "lilconfig": "^2.1.0",
+        "micromatch": "^4.0.5",
+        "normalize-path": "^3.0.0",
+        "object-hash": "^3.0.0",
+        "picocolors": "^1.0.0",
+        "postcss": "^8.4.23",
+        "postcss-import": "^15.1.0",
+        "postcss-js": "^4.0.1",
+        "postcss-load-config": "^4.0.1",
+        "postcss-nested": "^6.0.1",
+        "postcss-selector-parser": "^6.0.11",
+        "resolve": "^1.22.2",
+        "sucrase": "^3.32.0"
+      },
+      "bin": {
+        "tailwind": "lib/cli.js",
+        "tailwindcss": "lib/cli.js"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/thenify": {
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+      }
+    },
+    "node_modules/thenify-all": {
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+      "dev": true,
+      "dependencies": {
+        "thenify": ">= 3.1.0 < 4"
+      },
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
+    "node_modules/to-regex-range": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz",
+      "integrity": "sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ==",
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+      "dependencies": {
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+      },
+      "engines": {
+        "node": ">=8.0"
+      }
+    },
+    "node_modules/ts-interface-checker": {
+      "version": "0.1.13",
+      "resolved": "https://registry.npmjs.org/ts-interface-checker/-/ts-interface-checker-0.1.13.tgz",
+      "integrity": "sha512-Y/arvbn+rrz3JCKl9C4kVNfTfSm2/mEp5FSz5EsZSANGPSlQrpRI5M4PKF+mJnE52jOO90PnPSc3Ur3bTQw0gA==",
+      "dev": true
+    },
+    "node_modules/tslib": {
+      "version": "2.6.3",
+      "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.6.3.tgz",
+      "integrity": "sha512-xNvxJEOUiWPGhUuUdQgAJPKOOJfGnIyKySOc09XkKsgdUV/3E2zvwZYdejjmRgPCgcym1juLH3226yA7sEFJKQ=="
+    },
+    "node_modules/typescript": {
+      "version": "5.4.5",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.4.5.tgz",
+      "integrity": "sha512-vcI4UpRgg81oIRUFwR0WSIHKt11nJ7SAVlYNIu+QpqeyXP+gpQJy/Z4+F0aGxSE4MqwjyXvW/TzgkLAx2AGHwQ==",
+      "dev": true,
+      "bin": {
+        "tsc": "bin/tsc",
+        "tsserver": "bin/tsserver"
+      },
+      "engines": {
+        "node": ">=14.17"
+      }
+    },
+    "node_modules/undici-types": {
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+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
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+      "dev": true
+    },
+    "node_modules/util-deprecate": {
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+    },
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+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
+      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "dev": true,
+      "dependencies": {
+        "isexe": "^2.0.0"
+      },
+      "bin": {
+        "node-which": "bin/node-which"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/wrap-ansi": {
+      "version": "8.1.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-8.1.0.tgz",
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+      "dev": true,
+      "dependencies": {
+        "ansi-styles": "^6.1.0",
+        "string-width": "^5.0.1",
+        "strip-ansi": "^7.0.1"
+      },
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs": {
+      "name": "wrap-ansi",
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
+      "dev": true,
+      "dependencies": {
+        "ansi-styles": "^4.0.0",
+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/ansi-regex": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "dev": true,
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/ansi-styles": {
+      "version": "4.3.0",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-4.3.0.tgz",
+      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
+      "dev": true,
+      "dependencies": {
+        "color-convert": "^2.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
+      "version": "8.0.0",
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+      "dev": true
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/string-width": {
+      "version": "4.2.3",
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+      "dev": true,
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/strip-ansi": {
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+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
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+      "dev": true,
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yaml": {
+      "version": "2.4.3",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.4.3.tgz",
+      "integrity": "sha512-sntgmxj8o7DE7g/Qi60cqpLBA3HG3STcDA0kO+WfB05jEKhZMbY7umNm2rBpQvsmZ16/lPXCJGW2672dgOUkrg==",
+      "dev": true,
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14"
+      }
+    }
+  }
+}
diff --git a/examples/streaming/nextjs-basic/package.json b/examples/streaming/nextjs-basic/package.json
new file mode 100644
index 0000000..e0b293a
--- /dev/null
+++ b/examples/streaming/nextjs-basic/package.json
@@ -0,0 +1,24 @@
+{
+  "name": "web",
+  "version": "0.1.0",
+  "private": true,
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "lint": "next lint"
+  },
+  "dependencies": {
+    "react": "^18",
+    "react-dom": "^18",
+    "next": "14.2.3"
+  },
+  "devDependencies": {
+    "typescript": "^5",
+    "@types/node": "^20",
+    "@types/react": "^18",
+    "@types/react-dom": "^18",
+    "postcss": "^8",
+    "tailwindcss": "^3.4.1"
+  }
+}
diff --git a/examples/streaming/nextjs-basic/postcss.config.mjs b/examples/streaming/nextjs-basic/postcss.config.mjs
new file mode 100644
index 0000000..1a69fd2
--- /dev/null
+++ b/examples/streaming/nextjs-basic/postcss.config.mjs
@@ -0,0 +1,8 @@
+/** @type {import('postcss-load-config').Config} */
+const config = {
+  plugins: {
+    tailwindcss: {},
+  },
+};
+
+export default config;
diff --git a/examples/streaming/nextjs-basic/public/next.svg b/examples/streaming/nextjs-basic/public/next.svg
new file mode 100644
index 0000000..5174b28
--- /dev/null
+++ b/examples/streaming/nextjs-basic/public/next.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 394 80"><path fill="#000" d="M262 0h68.5v12.7h-27.2v66.6h-13.6V12.7H262V0ZM149 0v12.7H94v20.4h44.3v12.6H94v21h55v12.6H80.5V0h68.7zm34.3 0h-17.8l63.8 79.4h17.9l-32-39.7 32-39.6h-17.9l-23 28.6-23-28.6zm18.3 56.7-9-11-27.1 33.7h17.8l18.3-22.7z"/><path fill="#000" d="M81 79.3 17 0H0v79.3h13.6V17l50.2 62.3H81Zm252.6-.4c-1 0-1.8-.4-2.5-1s-1.1-1.6-1.1-2.6.3-1.8 1-2.5 1.6-1 2.6-1 1.8.3 2.5 1a3.4 3.4 0 0 1 .6 4.3 3.7 3.7 0 0 1-3 1.8zm23.2-33.5h6v23.3c0 2.1-.4 4-1.3 5.5a9.1 9.1 0 0 1-3.8 3.5c-1.6.8-3.5 1.3-5.7 1.3-2 0-3.7-.4-5.3-1s-2.8-1.8-3.7-3.2c-.9-1.3-1.4-3-1.4-5h6c.1.8.3 1.6.7 2.2s1 1.2 1.6 1.5c.7.4 1.5.5 2.4.5 1 0 1.8-.2 2.4-.6a4 4 0 0 0 1.6-1.8c.3-.8.5-1.8.5-3V45.5zm30.9 9.1a4.4 4.4 0 0 0-2-3.3 7.5 7.5 0 0 0-4.3-1.1c-1.3 0-2.4.2-3.3.5-.9.4-1.6 1-2 1.6a3.5 3.5 0 0 0-.3 4c.3.5.7.9 1.3 1.2l1.8 1 2 .5 3.2.8c1.3.3 2.5.7 3.7 1.2a13 13 0 0 1 3.2 1.8 8.1 8.1 0 0 1 3 6.5c0 2-.5 3.7-1.5 5.1a10 10 0 0 1-4.4 3.5c-1.8.8-4.1 1.2-6.8 1.2-2.6 0-4.9-.4-6.8-1.2-2-.8-3.4-2-4.5-3.5a10 10 0 0 1-1.7-5.6h6a5 5 0 0 0 3.5 4.6c1 .4 2.2.6 3.4.6 1.3 0 2.5-.2 3.5-.6 1-.4 1.8-1 2.4-1.7a4 4 0 0 0 .8-2.4c0-.9-.2-1.6-.7-2.2a11 11 0 0 0-2.1-1.4l-3.2-1-3.8-1c-2.8-.7-5-1.7-6.6-3.2a7.2 7.2 0 0 1-2.4-5.7 8 8 0 0 1 1.7-5 10 10 0 0 1 4.3-3.5c2-.8 4-1.2 6.4-1.2 2.3 0 4.4.4 6.2 1.2 1.8.8 3.2 2 4.3 3.4 1 1.4 1.5 3 1.5 5h-5.8z"/></svg>
\ No newline at end of file
diff --git a/examples/streaming/nextjs-basic/public/vercel.svg b/examples/streaming/nextjs-basic/public/vercel.svg
new file mode 100644
index 0000000..d2f8422
--- /dev/null
+++ b/examples/streaming/nextjs-basic/public/vercel.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 283 64"><path fill="black" d="M141 16c-11 0-19 7-19 18s9 18 20 18c7 0 13-3 16-7l-7-5c-2 3-6 4-9 4-5 0-9-3-10-7h28v-3c0-11-8-18-19-18zm-9 15c1-4 4-7 9-7s8 3 9 7h-18zm117-15c-11 0-19 7-19 18s9 18 20 18c6 0 12-3 16-7l-8-5c-2 3-5 4-8 4-5 0-9-3-11-7h28l1-3c0-11-8-18-19-18zm-10 15c2-4 5-7 10-7s8 3 9 7h-19zm-39 3c0 6 4 10 10 10 4 0 7-2 9-5l8 5c-3 5-9 8-17 8-11 0-19-7-19-18s8-18 19-18c8 0 14 3 17 8l-8 5c-2-3-5-5-9-5-6 0-10 4-10 10zm83-29v46h-9V5h9zM37 0l37 64H0L37 0zm92 5-27 48L74 5h10l18 30 17-30h10zm59 12v10l-3-1c-6 0-10 4-10 10v15h-9V17h9v9c0-5 6-9 13-9z"/></svg>
\ No newline at end of file
diff --git a/examples/streaming/nextjs-basic/tailwind.config.ts b/examples/streaming/nextjs-basic/tailwind.config.ts
new file mode 100644
index 0000000..7e4bd91
--- /dev/null
+++ b/examples/streaming/nextjs-basic/tailwind.config.ts
@@ -0,0 +1,20 @@
+import type { Config } from "tailwindcss";
+
+const config: Config = {
+  content: [
+    "./pages/**/*.{js,ts,jsx,tsx,mdx}",
+    "./components/**/*.{js,ts,jsx,tsx,mdx}",
+    "./app/**/*.{js,ts,jsx,tsx,mdx}",
+  ],
+  theme: {
+    extend: {
+      backgroundImage: {
+        "gradient-radial": "radial-gradient(var(--tw-gradient-stops))",
+        "gradient-conic":
+          "conic-gradient(from 180deg at 50% 50%, var(--tw-gradient-stops))",
+      },
+    },
+  },
+  plugins: [],
+};
+export default config;
diff --git a/examples/streaming/nextjs-basic/tsconfig.json b/examples/streaming/nextjs-basic/tsconfig.json
new file mode 100644
index 0000000..e7ff90f
--- /dev/null
+++ b/examples/streaming/nextjs-basic/tsconfig.json
@@ -0,0 +1,26 @@
+{
+  "compilerOptions": {
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "strict": true,
+    "noEmit": true,
+    "esModuleInterop": true,
+    "module": "esnext",
+    "moduleResolution": "bundler",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "jsx": "preserve",
+    "incremental": true,
+    "plugins": [
+      {
+        "name": "next"
+      }
+    ],
+    "paths": {
+      "@/*": ["./*"]
+    }
+  },
+  "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
+  "exclude": ["node_modules"]
+}
diff --git a/examples/streaming/node-http-basic/.nvmrc b/examples/streaming/node-http-basic/.nvmrc
new file mode 100644
index 0000000..0c19c7b
--- /dev/null
+++ b/examples/streaming/node-http-basic/.nvmrc
@@ -0,0 +1 @@
+v16.18.1
diff --git a/examples/streaming/node-http-basic/README.md b/examples/streaming/node-http-basic/README.md
new file mode 100644
index 0000000..d91462a
--- /dev/null
+++ b/examples/streaming/node-http-basic/README.md
@@ -0,0 +1,13 @@
+# Basic NodeJS server
+
+Example using a NodeJS server that accepts a `prompt` query param and responds with a Server-Sent Event stream.
+
+## Running the example
+
+```
+# run the server
+npm start
+
+# query the server
+curl --get http://localhost:3000 --data-urlencode "prompt=tell me about AI"
+```
diff --git a/examples/streaming/node-http-basic/package-lock.json b/examples/streaming/node-http-basic/package-lock.json
new file mode 100644
index 0000000..3557bac
--- /dev/null
+++ b/examples/streaming/node-http-basic/package-lock.json
@@ -0,0 +1,190 @@
+{
+  "name": "node16-streaming",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "node16-streaming",
+      "version": "1.0.0",
+      "license": "ISC",
+      "dependencies": {
+        "readable-from-web": "^1.0.0"
+      }
+    },
+    "node_modules/@types/node": {
+      "version": "20.14.2",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-20.14.2.tgz",
+      "integrity": "sha512-xyu6WAMVwv6AKFLB+e/7ySZVr/0zLCzOa7rSpq6jNwpqOrUbcACDWC+53d4n2QHOnDou0fbIsg8wZu/sxrnI4Q==",
+      "dependencies": {
+        "undici-types": "~5.26.4"
+      }
+    },
+    "node_modules/@types/readable-stream": {
+      "version": "4.0.14",
+      "resolved": "https://registry.npmjs.org/@types/readable-stream/-/readable-stream-4.0.14.tgz",
+      "integrity": "sha512-xZn/AuUbCMShGsqH/ehZtGDwQtbx00M9rZ2ENLe4tOjFZ/JFeWMhEZkk2fEe1jAUqqEAURIkFJ7Az/go8mM1/w==",
+      "dependencies": {
+        "@types/node": "*",
+        "safe-buffer": "~5.1.1"
+      }
+    },
+    "node_modules/abort-controller": {
+      "version": "3.0.0",
+      "resolved": "https://registry.npmjs.org/abort-controller/-/abort-controller-3.0.0.tgz",
+      "integrity": "sha512-h8lQ8tacZYnR3vNQTgibj+tODHI5/+l06Au2Pcriv/Gmet0eaj4TwWH41sO9wnHDiQsEj19q0drzdWdeAHtweg==",
+      "dependencies": {
+        "event-target-shim": "^5.0.0"
+      },
+      "engines": {
+        "node": ">=6.5"
+      }
+    },
+    "node_modules/base64-js": {
+      "version": "1.5.1",
+      "resolved": "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz",
+      "integrity": "sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ]
+    },
+    "node_modules/buffer": {
+      "version": "6.0.3",
+      "resolved": "https://registry.npmjs.org/buffer/-/buffer-6.0.3.tgz",
+      "integrity": "sha512-FTiCpNxtwiZZHEZbcbTIcZjERVICn9yq/pDFkTl95/AxzD1naBctN7YO68riM/gLSDY7sdrMby8hofADYuuqOA==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ],
+      "dependencies": {
+        "base64-js": "^1.3.1",
+        "ieee754": "^1.2.1"
+      }
+    },
+    "node_modules/event-target-shim": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/event-target-shim/-/event-target-shim-5.0.1.tgz",
+      "integrity": "sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ==",
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/events": {
+      "version": "3.3.0",
+      "resolved": "https://registry.npmjs.org/events/-/events-3.3.0.tgz",
+      "integrity": "sha512-mQw+2fkQbALzQ7V0MY0IqdnXNOeTtP4r0lN9z7AAawCXgqea7bDii20AYrIBrFd/Hx0M2Ocz6S111CaFkUcb0Q==",
+      "engines": {
+        "node": ">=0.8.x"
+      }
+    },
+    "node_modules/ieee754": {
+      "version": "1.2.1",
+      "resolved": "https://registry.npmjs.org/ieee754/-/ieee754-1.2.1.tgz",
+      "integrity": "sha512-dcyqhDvX1C46lXZcVqCpK+FtMRQVdIMN6/Df5js2zouUsqG7I6sFxitIC+7KYK29KdXOLHdu9zL4sFnoVQnqaA==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ]
+    },
+    "node_modules/process": {
+      "version": "0.11.10",
+      "resolved": "https://registry.npmjs.org/process/-/process-0.11.10.tgz",
+      "integrity": "sha512-cdGef/drWFoydD1JsMzuFf8100nZl+GT+yacc2bEced5f9Rjk4z+WtFUTBu9PhOi9j/jfmBPu0mMEY4wIdAF8A==",
+      "engines": {
+        "node": ">= 0.6.0"
+      }
+    },
+    "node_modules/readable-from-web": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/readable-from-web/-/readable-from-web-1.0.0.tgz",
+      "integrity": "sha512-tei03fQhxqLEklpIvocFUR9hO42hiyYvdhwoNHAjJztPAQ8QS1NqF2AhLwzGxIGidPBJ4MCqB48wn7OAFCfhsQ==",
+      "dependencies": {
+        "@types/readable-stream": "^4.0.0",
+        "readable-stream": "^4.0.0"
+      }
+    },
+    "node_modules/readable-stream": {
+      "version": "4.5.2",
+      "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-4.5.2.tgz",
+      "integrity": "sha512-yjavECdqeZ3GLXNgRXgeQEdz9fvDDkNKyHnbHRFtOr7/LcfgBcmct7t/ET+HaCTqfh06OzoAxrkN/IfjJBVe+g==",
+      "dependencies": {
+        "abort-controller": "^3.0.0",
+        "buffer": "^6.0.3",
+        "events": "^3.3.0",
+        "process": "^0.11.10",
+        "string_decoder": "^1.3.0"
+      },
+      "engines": {
+        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
+      }
+    },
+    "node_modules/safe-buffer": {
+      "version": "5.1.2",
+      "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
+      "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="
+    },
+    "node_modules/string_decoder": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz",
+      "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==",
+      "dependencies": {
+        "safe-buffer": "~5.2.0"
+      }
+    },
+    "node_modules/string_decoder/node_modules/safe-buffer": {
+      "version": "5.2.1",
+      "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.2.1.tgz",
+      "integrity": "sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ]
+    },
+    "node_modules/undici-types": {
+      "version": "5.26.5",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
+      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="
+    }
+  }
+}
diff --git a/examples/streaming/node-http-basic/package.json b/examples/streaming/node-http-basic/package.json
new file mode 100644
index 0000000..054b114
--- /dev/null
+++ b/examples/streaming/node-http-basic/package.json
@@ -0,0 +1,14 @@
+{
+  "name": "node-http-basic",
+  "version": "1.0.0",
+  "description": "",
+  "type": "module",
+  "main": "server.js",
+  "scripts": {
+    "start": "node server.js"
+  },
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "dependencies": {}
+}
diff --git a/examples/streaming/node-http-basic/server.js b/examples/streaming/node-http-basic/server.js
new file mode 100644
index 0000000..9922546
--- /dev/null
+++ b/examples/streaming/node-http-basic/server.js
@@ -0,0 +1,32 @@
+import http from "node:http";
+import { Readable } from "node:stream";
+import querystring from "node:querystring";
+import { Substrate, Llama3Instruct70B } from "substrate";
+
+const SUBSTRATE_API_KEY = process.env["SUBSTRATE_API_KEY"];
+const PORT = 3000;
+
+// Create the server
+const server = http.createServer(async (req, res) => {
+  try {
+    const params = querystring.parse(req.url.split("?")[1] || "");
+
+    const substrate = new Substrate({ apiKey: SUBSTRATE_API_KEY });
+
+    const node = new Llama3Instruct70B({ prompt: params.prompt });
+
+    const stream = await substrate.stream(node);
+
+    res.writeHead(200, { "Content-Type": "text/event-stream" });
+    Readable.from(stream.apiResponse.body).pipe(res);
+  } catch (err) {
+    console.error(err);
+    res.writeHead(500, { "Content-Type": "text/plain" });
+    res.end(err.message);
+  }
+});
+
+// Start the server
+server.listen(PORT, () => {
+  console.log(`Server is running at http://localhost:${PORT}`);
+});
diff --git a/src/Substrate.ts b/src/Substrate.ts
index 699a476..cf9944a 100644
--- a/src/Substrate.ts
+++ b/src/Substrate.ts
@@ -167,8 +167,11 @@ export class Substrate {
 
     try {
       const request = new Request(url, requestOptions);
-      const res = await fetch(request);
-      return await SubstrateStreamingResponse.fromRequest(request, res);
+      const response = await fetch(request);
+      return await SubstrateStreamingResponse.fromRequestReponse(
+        request,
+        response,
+      );
     } catch (err) {
       console.log(err);
     } finally {
diff --git a/src/SubstrateStreamingResponse.ts b/src/SubstrateStreamingResponse.ts
index 2bcff09..025b91d 100644
--- a/src/SubstrateStreamingResponse.ts
+++ b/src/SubstrateStreamingResponse.ts
@@ -3,13 +3,14 @@ import { NodeMessage, SSEMessage } from "substrate/Streaming";
 import { SubstrateError } from "substrate/Error";
 import { AnyNode, NodeOutput } from "substrate/Nodes";
 
-export class SubstrateStreamingResponse {
-  public apiRequest: Request;
-  public apiResponse: Response;
-  protected iterator: any;
+/**
+ * `StreamingResponse` is an async iterator that is used to interact with a stream of Server-Sent Events
+ */
+export class StreamingResponse {
+  apiResponse: Response;
+  iterator: any;
 
-  constructor(request: Request, response: Response, iterator: any) {
-    this.apiRequest = request;
+  constructor(response: Response, iterator: any) {
     this.apiResponse = response;
     this.iterator = iterator;
   }
@@ -19,47 +20,15 @@ export class SubstrateStreamingResponse {
   }
 
   tee(n: number = 2) {
-    const queues: any[] = [];
-    for (let i = 0; i < n; i++) {
-      queues.push([]);
-    }
-
-    const iterator = this.iterator;
-
-    const teeIterator = (queue: SSEMessage[]) => {
-      return {
-        next: () => {
-          if (queue.length === 0) {
-            const result = iterator.next();
-            for (let q of queues) q.push(result);
-          }
-          return queue.shift();
-        },
-      };
-    };
-
-    return queues.map((q) => {
-      return new SubstrateStreamingResponse(
-        this.apiRequest,
-        this.apiResponse,
-        teeIterator(q),
-      );
-    });
+    return tee(n, this.iterator).map(
+      (iterator) => new StreamingResponse(this.apiResponse, iterator),
+    );
   }
 
-  async *get<T extends AnyNode>(
-    node: T,
-  ): AsyncGenerator<NodeMessage<NodeOutput<T>>> {
-    for await (let message of this) {
-      if (message?.node_id === node.id) {
-        yield message as NodeMessage<NodeOutput<T>>;
-      }
-    }
-  }
-
-  static async fromRequest(request: Request, response: Response) {
-    if (!response.body)
+  static async fromReponse(response: Response) {
+    if (!response.body) {
       throw new SubstrateError("Response body must be present");
+    }
 
     const decoder = new TextDecoder("utf-8");
     const parser = createParser();
@@ -83,7 +52,49 @@ export class SubstrateStreamingResponse {
       }
     }
 
-    return new SubstrateStreamingResponse(request, response, iterator());
+    return new StreamingResponse(response, iterator());
+  }
+}
+
+/**
+ * `SubstrateStreamingResponse`
+ */
+export class SubstrateStreamingResponse extends StreamingResponse {
+  public apiRequest: Request;
+
+  constructor(request: Request, response: Response, iterator: any) {
+    super(response, iterator);
+    this.apiRequest = request;
+  }
+
+  async *get<T extends AnyNode>(
+    node: T,
+  ): AsyncGenerator<NodeMessage<NodeOutput<T>>> {
+    for await (let message of this) {
+      if (message?.node_id === node.id) {
+        yield message as NodeMessage<NodeOutput<T>>;
+      }
+    }
+  }
+
+  override tee(n: number = 2) {
+    return tee(n, this.iterator).map(
+      (iterator) =>
+        new SubstrateStreamingResponse(
+          this.apiRequest,
+          this.apiResponse,
+          iterator,
+        ),
+    );
+  }
+
+  static async fromRequestReponse(request: Request, response: Response) {
+    const streamingResponse = await StreamingResponse.fromReponse(response);
+    return new SubstrateStreamingResponse(
+      request,
+      response,
+      streamingResponse.iterator,
+    );
   }
 }
 
@@ -118,3 +129,24 @@ function readableStreamAsyncIterable(stream: any) {
     },
   };
 }
+
+function tee(n: number = 2, iterator: any) {
+  const queues: any[] = [];
+  for (let i = 0; i < n; i++) {
+    queues.push([]);
+  }
+
+  const teeIterator = (queue: SSEMessage[]) => {
+    return {
+      next: () => {
+        if (queue.length === 0) {
+          const result = iterator.next();
+          for (let q of queues) q.push(result);
+        }
+        return queue.shift();
+      },
+    };
+  };
+
+  return queues.map((q) => teeIterator(q));
+}
diff --git a/src/sb.ts b/src/sb.ts
index 1bce739..f94848c 100644
--- a/src/sb.ts
+++ b/src/sb.ts
@@ -1,7 +1,11 @@
 import { FutureAnyObject, FutureString } from "substrate/Future";
+import { StreamingResponse } from "substrate/SubstrateStreamingResponse";
 
 export const sb = {
   concat: FutureString.concat,
   jq: FutureAnyObject.jq,
   interpolate: FutureString.interpolate,
+  streaming: {
+    fromSSEResponse: StreamingResponse.fromReponse,
+  },
 };

From 91cb5a93dccfb244693d9ff24ab27aba07e773c4 Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Fri, 7 Jun 2024 16:13:20 -0400
Subject: [PATCH 08/12] Allow sb.interpolate to be a little more flexible to
 accomodate "unknown" future types

---
 examples/json.ts | 39 +++++++++++++++++++++++++++++++++++++++
 src/Future.ts    |  2 +-
 2 files changed, 40 insertions(+), 1 deletion(-)
 create mode 100755 examples/json.ts

diff --git a/examples/json.ts b/examples/json.ts
new file mode 100755
index 0000000..c1f7010
--- /dev/null
+++ b/examples/json.ts
@@ -0,0 +1,39 @@
+#!/usr/bin/env -S npx ts-node --transpileOnly
+
+import { Substrate, GenerateJSON, GenerateText, sb } from "substrate";
+
+async function main() {
+  const SUBSTRATE_API_KEY = process.env["SUBSTRATE_API_KEY"];
+
+  const substrate = new Substrate({ apiKey: SUBSTRATE_API_KEY });
+
+  const author = new GenerateJSON({
+    prompt: "Who wrote Don Quixote?",
+    json_schema: {
+      type: "object",
+      properties: {
+        name: {
+          type: "string",
+          description: "The name of the author.",
+        },
+        bio: {
+          type: "string",
+          description: "Concise biography of the author.",
+        },
+      },
+    },
+    temperature: 0.4,
+    max_tokens: 800,
+  });
+
+  const name = author.future.json_object.get("name");
+  const bio = author.future.json_object.get("bio");
+
+  const report = new GenerateText({
+    prompt: sb.interpolate`Write a short summary about ${name} and make sure to use the following bio: ${bio}`,
+  });
+
+  const res = await substrate.run(author, report);
+  console.log(JSON.stringify(res.json, null, 2));
+}
+main();
diff --git a/src/Future.ts b/src/Future.ts
index 3841e18..0afed93 100644
--- a/src/Future.ts
+++ b/src/Future.ts
@@ -253,7 +253,7 @@ export class FutureString extends Future<string> {
         .flatMap((s: string, i: number) => {
           const expr = exprs[i];
           return expr
-            ? [s, expr instanceof FutureString ? expr : expr.toString()]
+            ? [s, expr instanceof Future ? expr : expr.toString()]
             : [s];
         }),
     );

From 2633c5fae97578fd00cc0d6e6e820df762ec9122 Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Fri, 7 Jun 2024 16:14:25 -0400
Subject: [PATCH 09/12] Add streaming example projects

---
 examples/streaming/nextjs-basic/README.md     |   13 +
 .../app/api/generate-text/route.ts            |    4 +-
 .../nextjs-multiple-nodes/.gitignore          |   36 +
 .../streaming/nextjs-multiple-nodes/README.md |   33 +
 .../nextjs-multiple-nodes/app/Demo.tsx        |   98 +
 .../app/api/this-or-that/route.ts             |  104 +
 .../nextjs-multiple-nodes/app/favicon.ico     |  Bin 0 -> 25931 bytes
 .../nextjs-multiple-nodes/app/globals.css     |   33 +
 .../nextjs-multiple-nodes/app/layout.tsx      |   22 +
 .../nextjs-multiple-nodes/app/page.tsx        |    9 +
 .../nextjs-multiple-nodes/next.config.mjs     |    4 +
 .../nextjs-multiple-nodes/package-lock.json   | 1818 +++++++++++++++++
 .../nextjs-multiple-nodes/package.json        |   26 +
 .../nextjs-multiple-nodes/postcss.config.mjs  |    8 +
 .../nextjs-multiple-nodes/public/next.svg     |    1 +
 .../nextjs-multiple-nodes/public/vercel.svg   |    1 +
 .../nextjs-multiple-nodes/tailwind.config.ts  |   20 +
 .../nextjs-multiple-nodes/tsconfig.json       |   26 +
 examples/streaming/node-http-basic/.nvmrc     |    1 -
 examples/streaming/node-http-basic/README.md  |   13 +
 20 files changed, 2268 insertions(+), 2 deletions(-)
 create mode 100644 examples/streaming/nextjs-multiple-nodes/.gitignore
 create mode 100644 examples/streaming/nextjs-multiple-nodes/README.md
 create mode 100644 examples/streaming/nextjs-multiple-nodes/app/Demo.tsx
 create mode 100644 examples/streaming/nextjs-multiple-nodes/app/api/this-or-that/route.ts
 create mode 100644 examples/streaming/nextjs-multiple-nodes/app/favicon.ico
 create mode 100644 examples/streaming/nextjs-multiple-nodes/app/globals.css
 create mode 100644 examples/streaming/nextjs-multiple-nodes/app/layout.tsx
 create mode 100644 examples/streaming/nextjs-multiple-nodes/app/page.tsx
 create mode 100644 examples/streaming/nextjs-multiple-nodes/next.config.mjs
 create mode 100644 examples/streaming/nextjs-multiple-nodes/package-lock.json
 create mode 100644 examples/streaming/nextjs-multiple-nodes/package.json
 create mode 100644 examples/streaming/nextjs-multiple-nodes/postcss.config.mjs
 create mode 100644 examples/streaming/nextjs-multiple-nodes/public/next.svg
 create mode 100644 examples/streaming/nextjs-multiple-nodes/public/vercel.svg
 create mode 100644 examples/streaming/nextjs-multiple-nodes/tailwind.config.ts
 create mode 100644 examples/streaming/nextjs-multiple-nodes/tsconfig.json
 delete mode 100644 examples/streaming/node-http-basic/.nvmrc

diff --git a/examples/streaming/nextjs-basic/README.md b/examples/streaming/nextjs-basic/README.md
index b6b756c..851d8c1 100644
--- a/examples/streaming/nextjs-basic/README.md
+++ b/examples/streaming/nextjs-basic/README.md
@@ -4,6 +4,19 @@ This example uses a NextJS app that makes a request to Substrate in a route hand
 
 On the client we can use a helper to decode these messsages into JavaScript objects that can be used to render out the content as it arrives.
 
+## Setup
+
+I'm using my local package for running this example using `npm link`.
+
+```
+# in the project root
+nvm use
+npm link
+
+# in this example directory
+npm link substrate
+```
+
 ## Running the example
 
 ```
diff --git a/examples/streaming/nextjs-basic/app/api/generate-text/route.ts b/examples/streaming/nextjs-basic/app/api/generate-text/route.ts
index c8e8049..460f6e0 100644
--- a/examples/streaming/nextjs-basic/app/api/generate-text/route.ts
+++ b/examples/streaming/nextjs-basic/app/api/generate-text/route.ts
@@ -16,5 +16,7 @@ export async function POST(request: Request) {
 
   const streamResponse = await substrate.stream(node);
   const body = streamResponse.apiResponse.body;
-  return new Response(body);
+  return new Response(body, {
+    headers: { "Content-Type": "text/event-stream" },
+  });
 }
diff --git a/examples/streaming/nextjs-multiple-nodes/.gitignore b/examples/streaming/nextjs-multiple-nodes/.gitignore
new file mode 100644
index 0000000..fd3dbb5
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/.gitignore
@@ -0,0 +1,36 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+.yarn/install-state.gz
+
+# testing
+/coverage
+
+# next.js
+/.next/
+/out/
+
+# production
+/build
+
+# misc
+.DS_Store
+*.pem
+
+# debug
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# local env files
+.env*.local
+
+# vercel
+.vercel
+
+# typescript
+*.tsbuildinfo
+next-env.d.ts
diff --git a/examples/streaming/nextjs-multiple-nodes/README.md b/examples/streaming/nextjs-multiple-nodes/README.md
new file mode 100644
index 0000000..c8e2e91
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/README.md
@@ -0,0 +1,33 @@
+# Streaming outputs from multiple nodes
+
+This example uses a NextJS app that makes a request to Substrate in a route handler, processes the events, and streams back new SSE events back to the user.
+
+This example demonstrates recieving the results from different nodes in the a graph run as they complete.
+
+On the client we can use a helper to decode these messsages into JavaScript objects that can be used to render out the content as it arrives.
+
+## Setup
+
+I'm using my local package for running this example using `npm link`.
+
+```
+# in the project root
+nvm use
+npm link
+
+# in this example directory
+npm link substrate
+```
+
+## Running the example
+
+```
+# install the dependencies
+npm install
+
+# run the dev server
+npm run dev
+
+# open your browser to use it (on localhost:3000 by default)
+open http://localhost:3000
+```
diff --git a/examples/streaming/nextjs-multiple-nodes/app/Demo.tsx b/examples/streaming/nextjs-multiple-nodes/app/Demo.tsx
new file mode 100644
index 0000000..ca2dd38
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/app/Demo.tsx
@@ -0,0 +1,98 @@
+"use client";
+
+import { useState } from "react";
+import { sb } from "substrate";
+
+type Vote = {
+  vote: string;
+  confidence: string;
+  commentary: string;
+};
+
+export default function Prompt() {
+  const [tally, setTally] = useState<{ [x: string]: number }>({});
+  const [output, setOutput] = useState<Vote[]>([]);
+
+  async function submitPrompt(event: any) {
+    event.preventDefault();
+
+    const formData = new FormData(event.currentTarget);
+
+    const request = new Request("/api/this-or-that", {
+      method: "POST",
+      body: formData,
+    });
+    const response = await fetch(request);
+
+    if (response.ok) {
+      setOutput([]);
+      setTally({});
+
+      const stream = await sb.streaming.fromSSEResponse(response);
+
+      for await (let message of stream) {
+        // node.results are recieved when a node has completed it's run
+        // it contains the entire node output in the `data` field of the
+        // message
+        if (message.object === "node.result") {
+          if ("firstThing" in message.data.json_object) {
+            setTally({
+              [message.data.json_object.firstThing as string]: 0,
+              [message.data.json_object.secondThing as string]: 0,
+            });
+            continue;
+          }
+
+          if ("vote" in message.data.json_object) {
+            setOutput((state) => [...state, message.data.json_object]);
+
+            setTally((state) => ({
+              ...state,
+              [message.data.json_object.vote as string]:
+                state[message.data.json_object.vote] + 1,
+            }));
+            continue;
+          }
+        }
+      }
+    }
+  }
+
+  return (
+    <div className="w-full flex flex-col space-y-10">
+      <form className="w-full flex flex-row space-x-2" onSubmit={submitPrompt}>
+        <input
+          name="prompt"
+          autoFocus={true}
+          placeholder="Enter 2 things to compare and have our panel vote on their preference..."
+          type="text"
+          className="p-2 grow"
+        />
+        <button type="submit" className="rounded p-2">
+          Submit
+        </button>
+      </form>
+
+      <div className="w-full flex space-x-2 justify-center">
+        {Object.keys(tally).map((thing) => (
+          <div key={thing} className="text-center bg-white rounded p-5 w-32">
+            <div className="font-bold">"{thing}"</div>
+            <div className="font-bold text-3xl">{tally[thing]}</div>
+          </div>
+        ))}
+      </div>
+
+      <div className="w-full flex flex-col space-y-2">
+        {output.map((item, i) => (
+          <div key={i} className="whitespace-pre-wrap bg-white rounded p-3">
+            +1 for <span className="font-bold">"{item.vote}"</span>
+            <details className="pt-1">
+              <summary>Commentary 💬</summary>
+              {item.commentary}
+            </details>
+          </div>
+        ))}
+      </div>
+    </div>
+  );
+}
diff --git a/examples/streaming/nextjs-multiple-nodes/app/api/this-or-that/route.ts b/examples/streaming/nextjs-multiple-nodes/app/api/this-or-that/route.ts
new file mode 100644
index 0000000..a775102
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/app/api/this-or-that/route.ts
@@ -0,0 +1,104 @@
+"use server";
+
+import { z } from "zod";
+import zodToJsonSchema from "zod-to-json-schema";
+import { Substrate, GenerateJSON, sb } from "substrate";
+
+const SUBSTRATE_API_KEY = process.env["SUBSTRATE_API_KEY"]!;
+
+const substrate = new Substrate({ apiKey: SUBSTRATE_API_KEY });
+
+function extractThisAndThat(inputText: string) {
+  const schema = z
+    .object({
+      firstThing: z.string().describe("The first thing being compared"),
+      secondThing: z.string().describe("The second thing being compared"),
+    })
+    .describe("Two items that are being compared");
+
+  return new GenerateJSON({
+    prompt: `
+      === Instructions
+      Examine the following input text and extract the two things that are being compared.
+
+      === Input Text
+      ${inputText}`,
+    json_schema: zodToJsonSchema(schema),
+    temperature: 0.4,
+  });
+}
+
+function voter(about: string, items: any) {
+  const schema = z
+    .object({
+      vote: z.enum(items).describe("The item you vote for"),
+      confidence: z
+        .number()
+        .min(0)
+        .max(100)
+        .describe("How confident you are in the vote"),
+      commentary: z
+        .string()
+        .describe("Rationale for why you voted the way you did."),
+    })
+    .describe(
+      "Your vote on which item you prefer and how strongly you feel about it",
+    );
+
+  return new GenerateJSON(
+    {
+      prompt: sb.interpolate`
+      === About you
+      ${about}
+
+      === Your instructions
+      Consider the following 2 items and based on your experience please vote for
+      which one you prefer generally. Also include a confidence rating for how 
+      stronly you believe in your position and any additionally commentary you would
+      like to share.
+
+      You must vote for something, even if you have very no confidence.
+
+      === Items to vote for
+      * ${items[0]}
+      * ${items[1]}
+    `,
+      json_schema: zodToJsonSchema(schema),
+    },
+    { id: about },
+  );
+}
+
+export async function POST(request: Request) {
+  const formData = await request.formData();
+  const prompt = formData.get("prompt")!.toString();
+
+  const thisAndThat = extractThisAndThat(prompt);
+
+  const items = [
+    thisAndThat.future.json_object.get("firstThing"),
+    thisAndThat.future.json_object.get("secondThing"),
+  ];
+
+  const voters = [
+    voter("You are a farmer from the midwest", items),
+    voter("You are a semi-pro tennis player from Chicago", items),
+    voter("You are computer programmer based in Los Angeles", items),
+    voter("You are cab driver based in New York City", items),
+    voter("You are college professor based out of Montreal", items),
+    voter("You are a chef at a fine dining restuarant in Mexico City", items),
+    voter("You are an amatuer cellist that travels often to Vancouver", items),
+    voter(
+      "You are retired journalist that has settled down along the coast of Oaxaca",
+      items,
+    ),
+    voter("You are soldier stationed outside Washington, DC", items),
+  ];
+
+  const streamResponse = await substrate.stream(thisAndThat, ...voters);
+  const body = streamResponse.apiResponse.body;
+
+  return new Response(body, {
+    headers: { "Content-Type": "text/event-stream" },
+  });
+}
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diff --git a/examples/streaming/nextjs-multiple-nodes/app/globals.css b/examples/streaming/nextjs-multiple-nodes/app/globals.css
new file mode 100644
index 0000000..875c01e
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/app/globals.css
@@ -0,0 +1,33 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+:root {
+  --foreground-rgb: 0, 0, 0;
+  --background-start-rgb: 214, 219, 220;
+  --background-end-rgb: 255, 255, 255;
+}
+
+@media (prefers-color-scheme: dark) {
+  :root {
+    --foreground-rgb: 255, 255, 255;
+    --background-start-rgb: 0, 0, 0;
+    --background-end-rgb: 0, 0, 0;
+  }
+}
+
+body {
+  color: rgb(var(--foreground-rgb));
+  background: linear-gradient(
+      to bottom,
+      transparent,
+      rgb(var(--background-end-rgb))
+    )
+    rgb(var(--background-start-rgb));
+}
+
+@layer utilities {
+  .text-balance {
+    text-wrap: balance;
+  }
+}
diff --git a/examples/streaming/nextjs-multiple-nodes/app/layout.tsx b/examples/streaming/nextjs-multiple-nodes/app/layout.tsx
new file mode 100644
index 0000000..3314e47
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/app/layout.tsx
@@ -0,0 +1,22 @@
+import type { Metadata } from "next";
+import { Inter } from "next/font/google";
+import "./globals.css";
+
+const inter = Inter({ subsets: ["latin"] });
+
+export const metadata: Metadata = {
+  title: "Create Next App",
+  description: "Generated by create next app",
+};
+
+export default function RootLayout({
+  children,
+}: Readonly<{
+  children: React.ReactNode;
+}>) {
+  return (
+    <html lang="en">
+      <body className={inter.className}>{children}</body>
+    </html>
+  );
+}
diff --git a/examples/streaming/nextjs-multiple-nodes/app/page.tsx b/examples/streaming/nextjs-multiple-nodes/app/page.tsx
new file mode 100644
index 0000000..fd0e7cb
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/app/page.tsx
@@ -0,0 +1,9 @@
+import Demo from "./Demo";
+
+export default function Home() {
+  return (
+    <main className="flex min-h-screen flex-col items-center justify-between p-24">
+      <Demo />
+    </main>
+  );
+}
diff --git a/examples/streaming/nextjs-multiple-nodes/next.config.mjs b/examples/streaming/nextjs-multiple-nodes/next.config.mjs
new file mode 100644
index 0000000..4678774
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/next.config.mjs
@@ -0,0 +1,4 @@
+/** @type {import('next').NextConfig} */
+const nextConfig = {};
+
+export default nextConfig;
diff --git a/examples/streaming/nextjs-multiple-nodes/package-lock.json b/examples/streaming/nextjs-multiple-nodes/package-lock.json
new file mode 100644
index 0000000..a3fa1d8
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/package-lock.json
@@ -0,0 +1,1818 @@
+{
+  "name": "nextjs-multiple-nodes",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "nextjs-multiple-nodes",
+      "version": "0.1.0",
+      "dependencies": {
+        "next": "14.2.3",
+        "react": "^18",
+        "react-dom": "^18",
+        "zod": "^3.23.8",
+        "zod-to-json-schema": "^3.23.0"
+      },
+      "devDependencies": {
+        "@types/node": "^20",
+        "@types/react": "^18",
+        "@types/react-dom": "^18",
+        "postcss": "^8",
+        "tailwindcss": "^3.4.1",
+        "typescript": "^5"
+      }
+    },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@isaacs/cliui": {
+      "version": "8.0.2",
+      "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz",
+      "integrity": "sha512-O8jcjabXaleOG9DQ0+ARXWZBTfnP4WNAqzuiJK7ll44AmxGKv/J2M4TPjxjY3znBCfvBXFzucm1twdyFybFqEA==",
+      "dev": true,
+      "dependencies": {
+        "string-width": "^5.1.2",
+        "string-width-cjs": "npm:string-width@^4.2.0",
+        "strip-ansi": "^7.0.1",
+        "strip-ansi-cjs": "npm:strip-ansi@^6.0.1",
+        "wrap-ansi": "^8.1.0",
+        "wrap-ansi-cjs": "npm:wrap-ansi@^7.0.0"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/@jridgewell/gen-mapping": {
+      "version": "0.3.5",
+      "resolved": "https://registry.npmjs.org/@jridgewell/gen-mapping/-/gen-mapping-0.3.5.tgz",
+      "integrity": "sha512-IzL8ZoEDIBRWEzlCcRhOaCupYyN5gdIK+Q6fbFdPDg6HqX6jpkItn7DFIpW9LQzXG6Df9sA7+OKnq0qlz/GaQg==",
+      "dev": true,
+      "dependencies": {
+        "@jridgewell/set-array": "^1.2.1",
+        "@jridgewell/sourcemap-codec": "^1.4.10",
+        "@jridgewell/trace-mapping": "^0.3.24"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@jridgewell/resolve-uri": {
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/@jridgewell/resolve-uri/-/resolve-uri-3.1.2.tgz",
+      "integrity": "sha512-bRISgCIjP20/tbWSPWMEi54QVPRZExkuD9lJL+UIxUKtwVJA8wW1Trb1jMs1RFXo1CBTNZ/5hpC9QvmKWdopKw==",
+      "dev": true,
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@jridgewell/set-array": {
+      "version": "1.2.1",
+      "resolved": "https://registry.npmjs.org/@jridgewell/set-array/-/set-array-1.2.1.tgz",
+      "integrity": "sha512-R8gLRTZeyp03ymzP/6Lil/28tGeGEzhx1q2k703KGWRAI1VdvPIXdG70VJc2pAMw3NA6JKL5hhFu1sJX0Mnn/A==",
+      "dev": true,
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@jridgewell/sourcemap-codec": {
+      "version": "1.4.15",
+      "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.4.15.tgz",
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+      "dev": true
+    },
+    "node_modules/@jridgewell/trace-mapping": {
+      "version": "0.3.25",
+      "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.25.tgz",
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+}
diff --git a/examples/streaming/nextjs-multiple-nodes/package.json b/examples/streaming/nextjs-multiple-nodes/package.json
new file mode 100644
index 0000000..03613fa
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/package.json
@@ -0,0 +1,26 @@
+{
+  "name": "nextjs-multiple-nodes",
+  "version": "0.1.0",
+  "private": true,
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "lint": "next lint"
+  },
+  "dependencies": {
+    "next": "14.2.3",
+    "react": "^18",
+    "react-dom": "^18",
+    "zod": "^3.23.8",
+    "zod-to-json-schema": "^3.23.0"
+  },
+  "devDependencies": {
+    "@types/node": "^20",
+    "@types/react": "^18",
+    "@types/react-dom": "^18",
+    "postcss": "^8",
+    "tailwindcss": "^3.4.1",
+    "typescript": "^5"
+  }
+}
diff --git a/examples/streaming/nextjs-multiple-nodes/postcss.config.mjs b/examples/streaming/nextjs-multiple-nodes/postcss.config.mjs
new file mode 100644
index 0000000..1a69fd2
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/postcss.config.mjs
@@ -0,0 +1,8 @@
+/** @type {import('postcss-load-config').Config} */
+const config = {
+  plugins: {
+    tailwindcss: {},
+  },
+};
+
+export default config;
diff --git a/examples/streaming/nextjs-multiple-nodes/public/next.svg b/examples/streaming/nextjs-multiple-nodes/public/next.svg
new file mode 100644
index 0000000..5174b28
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/public/next.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 394 80"><path fill="#000" d="M262 0h68.5v12.7h-27.2v66.6h-13.6V12.7H262V0ZM149 0v12.7H94v20.4h44.3v12.6H94v21h55v12.6H80.5V0h68.7zm34.3 0h-17.8l63.8 79.4h17.9l-32-39.7 32-39.6h-17.9l-23 28.6-23-28.6zm18.3 56.7-9-11-27.1 33.7h17.8l18.3-22.7z"/><path fill="#000" d="M81 79.3 17 0H0v79.3h13.6V17l50.2 62.3H81Zm252.6-.4c-1 0-1.8-.4-2.5-1s-1.1-1.6-1.1-2.6.3-1.8 1-2.5 1.6-1 2.6-1 1.8.3 2.5 1a3.4 3.4 0 0 1 .6 4.3 3.7 3.7 0 0 1-3 1.8zm23.2-33.5h6v23.3c0 2.1-.4 4-1.3 5.5a9.1 9.1 0 0 1-3.8 3.5c-1.6.8-3.5 1.3-5.7 1.3-2 0-3.7-.4-5.3-1s-2.8-1.8-3.7-3.2c-.9-1.3-1.4-3-1.4-5h6c.1.8.3 1.6.7 2.2s1 1.2 1.6 1.5c.7.4 1.5.5 2.4.5 1 0 1.8-.2 2.4-.6a4 4 0 0 0 1.6-1.8c.3-.8.5-1.8.5-3V45.5zm30.9 9.1a4.4 4.4 0 0 0-2-3.3 7.5 7.5 0 0 0-4.3-1.1c-1.3 0-2.4.2-3.3.5-.9.4-1.6 1-2 1.6a3.5 3.5 0 0 0-.3 4c.3.5.7.9 1.3 1.2l1.8 1 2 .5 3.2.8c1.3.3 2.5.7 3.7 1.2a13 13 0 0 1 3.2 1.8 8.1 8.1 0 0 1 3 6.5c0 2-.5 3.7-1.5 5.1a10 10 0 0 1-4.4 3.5c-1.8.8-4.1 1.2-6.8 1.2-2.6 0-4.9-.4-6.8-1.2-2-.8-3.4-2-4.5-3.5a10 10 0 0 1-1.7-5.6h6a5 5 0 0 0 3.5 4.6c1 .4 2.2.6 3.4.6 1.3 0 2.5-.2 3.5-.6 1-.4 1.8-1 2.4-1.7a4 4 0 0 0 .8-2.4c0-.9-.2-1.6-.7-2.2a11 11 0 0 0-2.1-1.4l-3.2-1-3.8-1c-2.8-.7-5-1.7-6.6-3.2a7.2 7.2 0 0 1-2.4-5.7 8 8 0 0 1 1.7-5 10 10 0 0 1 4.3-3.5c2-.8 4-1.2 6.4-1.2 2.3 0 4.4.4 6.2 1.2 1.8.8 3.2 2 4.3 3.4 1 1.4 1.5 3 1.5 5h-5.8z"/></svg>
\ No newline at end of file
diff --git a/examples/streaming/nextjs-multiple-nodes/public/vercel.svg b/examples/streaming/nextjs-multiple-nodes/public/vercel.svg
new file mode 100644
index 0000000..d2f8422
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/public/vercel.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 283 64"><path fill="black" d="M141 16c-11 0-19 7-19 18s9 18 20 18c7 0 13-3 16-7l-7-5c-2 3-6 4-9 4-5 0-9-3-10-7h28v-3c0-11-8-18-19-18zm-9 15c1-4 4-7 9-7s8 3 9 7h-18zm117-15c-11 0-19 7-19 18s9 18 20 18c6 0 12-3 16-7l-8-5c-2 3-5 4-8 4-5 0-9-3-11-7h28l1-3c0-11-8-18-19-18zm-10 15c2-4 5-7 10-7s8 3 9 7h-19zm-39 3c0 6 4 10 10 10 4 0 7-2 9-5l8 5c-3 5-9 8-17 8-11 0-19-7-19-18s8-18 19-18c8 0 14 3 17 8l-8 5c-2-3-5-5-9-5-6 0-10 4-10 10zm83-29v46h-9V5h9zM37 0l37 64H0L37 0zm92 5-27 48L74 5h10l18 30 17-30h10zm59 12v10l-3-1c-6 0-10 4-10 10v15h-9V17h9v9c0-5 6-9 13-9z"/></svg>
\ No newline at end of file
diff --git a/examples/streaming/nextjs-multiple-nodes/tailwind.config.ts b/examples/streaming/nextjs-multiple-nodes/tailwind.config.ts
new file mode 100644
index 0000000..7e4bd91
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/tailwind.config.ts
@@ -0,0 +1,20 @@
+import type { Config } from "tailwindcss";
+
+const config: Config = {
+  content: [
+    "./pages/**/*.{js,ts,jsx,tsx,mdx}",
+    "./components/**/*.{js,ts,jsx,tsx,mdx}",
+    "./app/**/*.{js,ts,jsx,tsx,mdx}",
+  ],
+  theme: {
+    extend: {
+      backgroundImage: {
+        "gradient-radial": "radial-gradient(var(--tw-gradient-stops))",
+        "gradient-conic":
+          "conic-gradient(from 180deg at 50% 50%, var(--tw-gradient-stops))",
+      },
+    },
+  },
+  plugins: [],
+};
+export default config;
diff --git a/examples/streaming/nextjs-multiple-nodes/tsconfig.json b/examples/streaming/nextjs-multiple-nodes/tsconfig.json
new file mode 100644
index 0000000..e7ff90f
--- /dev/null
+++ b/examples/streaming/nextjs-multiple-nodes/tsconfig.json
@@ -0,0 +1,26 @@
+{
+  "compilerOptions": {
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "strict": true,
+    "noEmit": true,
+    "esModuleInterop": true,
+    "module": "esnext",
+    "moduleResolution": "bundler",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "jsx": "preserve",
+    "incremental": true,
+    "plugins": [
+      {
+        "name": "next"
+      }
+    ],
+    "paths": {
+      "@/*": ["./*"]
+    }
+  },
+  "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
+  "exclude": ["node_modules"]
+}
diff --git a/examples/streaming/node-http-basic/.nvmrc b/examples/streaming/node-http-basic/.nvmrc
deleted file mode 100644
index 0c19c7b..0000000
--- a/examples/streaming/node-http-basic/.nvmrc
+++ /dev/null
@@ -1 +0,0 @@
-v16.18.1
diff --git a/examples/streaming/node-http-basic/README.md b/examples/streaming/node-http-basic/README.md
index d91462a..cf7a3c8 100644
--- a/examples/streaming/node-http-basic/README.md
+++ b/examples/streaming/node-http-basic/README.md
@@ -2,6 +2,19 @@
 
 Example using a NodeJS server that accepts a `prompt` query param and responds with a Server-Sent Event stream.
 
+## Setup
+
+I'm using my local package for running this example using `npm link`.
+
+```
+# in the project root
+nvm use v16.18.1
+npm link
+
+# in this example directory
+npm link substrate
+```
+
 ## Running the example
 
 ```

From 505eea2ed5517dcf55faff10df22ccf1e2736870 Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Fri, 7 Jun 2024 17:17:28 -0400
Subject: [PATCH 10/12] Update return type, rethrow as error as SubstrateError

---
 src/Substrate.ts | 18 ++++++++++++------
 1 file changed, 12 insertions(+), 6 deletions(-)

diff --git a/src/Substrate.ts b/src/Substrate.ts
index cf9944a..c38c770 100644
--- a/src/Substrate.ts
+++ b/src/Substrate.ts
@@ -150,10 +150,7 @@ export class Substrate {
   /**
    *  Stream the given nodes, serialized using `Substrate.serialize`.
    */
-  async streamSerialized(
-    serialized: any,
-    endpoint: string = "/compose",
-  ): Promise<any> {
+  async streamSerialized(serialized: any, endpoint: string = "/compose") {
     const url = this.baseUrl + endpoint;
     const req = { dag: serialized };
     const abortController = new AbortController();
@@ -172,8 +169,17 @@ export class Substrate {
         request,
         response,
       );
-    } catch (err) {
-      console.log(err);
+    } catch (err: unknown) {
+      if (err instanceof Error) {
+        if (err.name === "AbortError") {
+          throw new RequestTimeoutError(
+            `Request timed out after ${this.timeout}ms`,
+          );
+          // TODO: We could propagate timeout errors to nodes too, but I'm
+          // not sure yet what might be easier for the user to manage.
+        }
+      }
+      throw err;
     } finally {
       clearTimeout(timeout);
     }

From 806f07881a588316c87fd00ff315237c76b7315f Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Fri, 7 Jun 2024 17:41:35 -0400
Subject: [PATCH 11/12] Add a little polish to the examples

---
 examples/streaming/nextjs-basic/app/Demo.tsx  |  6 ++----
 .../nextjs-multiple-nodes/app/Demo.tsx        |  6 ++----
 .../app/api/this-or-that/route.ts             | 20 +++++++++----------
 3 files changed, 13 insertions(+), 19 deletions(-)

diff --git a/examples/streaming/nextjs-basic/app/Demo.tsx b/examples/streaming/nextjs-basic/app/Demo.tsx
index 8d37b69..bd812ab 100644
--- a/examples/streaming/nextjs-basic/app/Demo.tsx
+++ b/examples/streaming/nextjs-basic/app/Demo.tsx
@@ -3,17 +3,15 @@
 import { useState } from "react";
 import { sb } from "substrate";
 
-export default function Prompt() {
+export default function Demo() {
   const [output, setOutput] = useState<string>("");
 
   async function submitPrompt(event: any) {
     event.preventDefault();
 
-    const formData = new FormData(event.currentTarget);
-
     const request = new Request("/api/generate-text", {
       method: "POST",
-      body: formData,
+      body: new FormData(event.currentTarget),
     });
     const response = await fetch(request);
 
diff --git a/examples/streaming/nextjs-multiple-nodes/app/Demo.tsx b/examples/streaming/nextjs-multiple-nodes/app/Demo.tsx
index ca2dd38..dd64f7c 100644
--- a/examples/streaming/nextjs-multiple-nodes/app/Demo.tsx
+++ b/examples/streaming/nextjs-multiple-nodes/app/Demo.tsx
@@ -9,18 +9,16 @@ type Vote = {
   commentary: string;
 };
 
-export default function Prompt() {
+export default function Demo() {
   const [tally, setTally] = useState<{ [x: string]: number }>({});
   const [output, setOutput] = useState<Vote[]>([]);
 
   async function submitPrompt(event: any) {
     event.preventDefault();
 
-    const formData = new FormData(event.currentTarget);
-
     const request = new Request("/api/this-or-that", {
       method: "POST",
-      body: formData,
+      body: new FormData(event.currentTarget),
     });
     const response = await fetch(request);
 
diff --git a/examples/streaming/nextjs-multiple-nodes/app/api/this-or-that/route.ts b/examples/streaming/nextjs-multiple-nodes/app/api/this-or-that/route.ts
index a775102..1f543ba 100644
--- a/examples/streaming/nextjs-multiple-nodes/app/api/this-or-that/route.ts
+++ b/examples/streaming/nextjs-multiple-nodes/app/api/this-or-that/route.ts
@@ -39,7 +39,7 @@ function voter(about: string, items: any) {
         .describe("How confident you are in the vote"),
       commentary: z
         .string()
-        .describe("Rationale for why you voted the way you did."),
+        .describe("Rationale for why you voted the way you did"),
     })
     .describe(
       "Your vote on which item you prefer and how strongly you feel about it",
@@ -53,9 +53,10 @@ function voter(about: string, items: any) {
 
       === Your instructions
       Consider the following 2 items and based on your experience please vote for
-      which one you prefer generally. Also include a confidence rating for how 
-      stronly you believe in your position and any additionally commentary you would
-      like to share.
+      which one you prefer. 
+
+      Also include a confidence rating for how strongly you believe in your position 
+      and commentary on why you voted the way you did.
 
       You must vote for something, even if you have very no confidence.
 
@@ -81,18 +82,15 @@ export async function POST(request: Request) {
   ];
 
   const voters = [
-    voter("You are a farmer from the midwest", items),
+    voter("You are a cattle rancher from Houston", items),
     voter("You are a semi-pro tennis player from Chicago", items),
     voter("You are computer programmer based in Los Angeles", items),
     voter("You are cab driver based in New York City", items),
     voter("You are college professor based out of Montreal", items),
+    voter("You are an aspiring cellist that travels often to Vancouver", items),
+    voter("You are nurse stationed outside Toronto", items),
     voter("You are a chef at a fine dining restuarant in Mexico City", items),
-    voter("You are an amatuer cellist that travels often to Vancouver", items),
-    voter(
-      "You are retired journalist that has settled down along the coast of Oaxaca",
-      items,
-    ),
-    voter("You are soldier stationed outside Washington, DC", items),
+    voter("You are retired journalist that settled in Oaxaca", items),
   ];
 
   const streamResponse = await substrate.stream(thisAndThat, ...voters);

From 94cb5376e83061ea01cee9e45dab24b7901543f9 Mon Sep 17 00:00:00 2001
From: Liam Griffiths <liamgriffiths@gmail.com>
Date: Mon, 10 Jun 2024 17:30:09 -0400
Subject: [PATCH 12/12] Bump version

---
 bin/update-version.ts | 2 +-
 package-lock.json     | 4 ++--
 package.json          | 2 +-
 src/version.ts        | 2 +-
 4 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/bin/update-version.ts b/bin/update-version.ts
index 1aad4d1..a067043 100755
--- a/bin/update-version.ts
+++ b/bin/update-version.ts
@@ -5,7 +5,7 @@ import { execSync } from "node:child_process";
 
 // NOTE: Merged with API version to produce the full SDK version string
 // https://docs.substrate.run/versioning
-const SDK_VERSION = "1.0.13";
+const SDK_VERSION = "1.0.14";
 
 const ok = (message: string) => console.log("\x1b[32m✓\x1b[0m", message);
 
diff --git a/package-lock.json b/package-lock.json
index cfe1ede..495b51b 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "substrate",
-  "version": "120240530.0.13",
+  "version": "120240530.0.14",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "substrate",
-      "version": "120240530.0.13",
+      "version": "120240530.0.14",
       "license": "MIT",
       "dependencies": {
         "@types/node-fetch": "^2.6.11",
diff --git a/package.json b/package.json
index 8fe8bd4..f92c456 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "substrate",
-  "version": "120240530.0.13",
+  "version": "120240530.0.14",
   "description": "The official SDK for the Substrate API",
   "repository": {
     "type": "git",
diff --git a/src/version.ts b/src/version.ts
index 78bd8aa..7a899f3 100644
--- a/src/version.ts
+++ b/src/version.ts
@@ -1 +1 @@
-export const VERSION = "120240530.0.13";
+export const VERSION = "120240530.0.14";