Skip to content
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
145 changes: 47 additions & 98 deletions next-vercel-ai-sdk-v6-tool-calling/package-lock.json

Some generated files are not rendered by default. Learn more about how customized files appear on GitHub.

4 changes: 2 additions & 2 deletions next-vercel-ai-sdk-v6-tool-calling/package.json
Original file line number Diff line number Diff line change
Expand Up @@ -10,8 +10,8 @@
},
"dependencies": {
"@ai-sdk/react": "^3.0.41",
"@browser-ai/transformers-js": "^2.0.0",
"@huggingface/transformers": "^3.8.1",
"@browser-ai/transformers-js": "^2.2.1",
"@huggingface/transformers": "^4.0.0",
"@icons-pack/react-simple-icons": "^13.7.0",
"@radix-ui/react-avatar": "^1.1.10",
"@radix-ui/react-collapsible": "^1.1.12",
Expand Down
74 changes: 41 additions & 33 deletions next-vercel-ai-sdk-v6-tool-calling/src/app/chat-transport.ts
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@ import {
} from "@browser-ai/transformers-js";
import { useModelStore } from "../store/store";
import { createTools } from "./tools/tools";
import { MODELS } from "./models";

/**
* Client-side chat transport AI SDK implementation that handles AI model communication
Expand Down Expand Up @@ -45,6 +46,8 @@ export class TransformersChatTransport implements ChatTransport<TransformersUIMe
const { messages, abortSignal } = options;
const prompt = await convertToModelMessages(messages);
const model = await this.getModel();
const selectedModelId = useModelStore.getState().selectedModel;
const modelConfig = MODELS.find((m) => m.id === selectedModelId);

return createUIMessageStream<TransformersUIMessage>({
execute: async ({ writer }) => {
Expand All @@ -53,55 +56,60 @@ export class TransformersChatTransport implements ChatTransport<TransformersUIMe

// Only track progress if model needs downloading
if (availability !== "available") {
await model.createSessionWithProgress(
(progress: { progress: number }) => {
const percent = Math.round(progress.progress * 100);
await model.createSessionWithProgress((progress) => {
const percent = Math.round(progress * 100);

if (progress.progress >= 1) {
if (downloadProgressId) {
writer.write({
type: "data-modelDownloadProgress",
id: downloadProgressId,
data: {
status: "complete",
progress: 100,
message:
"Model finished downloading! Getting ready for inference...",
},
});
}
return;
if (progress >= 1) {
if (downloadProgressId) {
writer.write({
type: "data-modelDownloadProgress",
id: downloadProgressId,
data: {
status: "complete",
progress: 100,
message:
"Model finished downloading! Getting ready for inference...",
},
});
}
return;
}

if (!downloadProgressId) {
downloadProgressId = `download-${Date.now()}`;
}
if (!downloadProgressId) {
downloadProgressId = `download-${Date.now()}`;
}

writer.write({
type: "data-modelDownloadProgress",
id: downloadProgressId,
data: {
status: "downloading",
progress: percent,
message: `Downloading browser AI model... ${percent}%`,
},
transient: !downloadProgressId,
});
},
);
writer.write({
type: "data-modelDownloadProgress",
id: downloadProgressId,
data: {
status: "downloading",
progress: percent,
message: `Downloading browser AI model... ${percent}%`,
},
transient: !downloadProgressId,
});
});
}

const result = streamText({
model: wrapLanguageModel({
model,
middleware: extractReasoningMiddleware({
tagName: "think",
startWithReasoning: modelConfig?.prependThinkTag ?? false,
}),
}),
tools: this.tools,
maxOutputTokens: 4092,
...(modelConfig?.supportsTools ? { tools: this.tools } : {}),
stopWhen: stepCountIs(5),
messages: prompt,
abortSignal,
providerOptions: {
"transformers-js": {
enableThinking: modelConfig?.enableThinking ?? false,
},
},
onChunk: (event) => {
if (event.chunk.type === "text-delta" && downloadProgressId) {
writer.write({
Expand Down
Loading