feat(provider.anthropic): Add support for vision and document processing in Anthropic provider
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# Changelog
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## 2025-02-03 - 0.2.0 - feat(provider.anthropic)
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Add support for vision and document processing in Anthropic provider
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- Implemented vision tasks for Anthropic provider using Claude-3-opus-20240229 model.
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- Implemented document processing for Anthropic provider, supporting conversion of PDF documents to images and analysis with Claude-3-opus-20240229 model.
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- Updated documentation to reflect the new capabilities of the Anthropic provider.
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## 2025-02-03 - 0.1.0 - feat(providers)
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Add vision and document processing capabilities to providers
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20
readme.md
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readme.md
@ -26,7 +26,7 @@ This command installs the package and adds it to your project's dependencies.
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### Anthropic
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- Models: Claude-3-opus-20240229
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- Features: Chat, Streaming
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- Features: Chat, Streaming, Vision, Document Processing
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- Configuration:
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```typescript
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anthropicToken: 'your-anthropic-token'
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@ -148,7 +148,7 @@ const audioStream = await smartAi.openaiProvider.audio({
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### Document Processing
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For providers that support document processing (OpenAI and Ollama):
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For providers that support document processing (OpenAI, Ollama, and Anthropic):
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```typescript
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// Using OpenAI
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@ -166,6 +166,14 @@ const analysis = await smartAi.ollamaProvider.document({
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messageHistory: [],
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pdfDocuments: [pdfBuffer] // Uint8Array of PDF content
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});
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// Using Anthropic with Claude 3
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const anthropicAnalysis = await smartAi.anthropicProvider.document({
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systemMessage: 'You are a document analysis assistant',
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userMessage: 'Please analyze this document and extract key information',
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messageHistory: [],
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pdfDocuments: [pdfBuffer] // Uint8Array of PDF content
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});
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```
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Both providers will:
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@ -175,7 +183,7 @@ Both providers will:
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### Vision Processing
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For providers that support vision tasks (OpenAI and Ollama):
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For providers that support vision tasks (OpenAI, Ollama, and Anthropic):
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```typescript
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// Using OpenAI's GPT-4 Vision
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@ -189,6 +197,12 @@ const analysis = await smartAi.ollamaProvider.vision({
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image: imageBuffer,
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prompt: 'Analyze this image in detail'
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});
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// Using Anthropic's Claude 3
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const anthropicAnalysis = await smartAi.anthropicProvider.vision({
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image: imageBuffer,
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prompt: 'Please analyze this image and describe what you see'
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});
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```
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## Error Handling
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@ -3,6 +3,6 @@
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*/
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export const commitinfo = {
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name: '@push.rocks/smartai',
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version: '0.1.0',
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version: '0.2.0',
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description: 'A TypeScript library for integrating and interacting with multiple AI models, offering capabilities for chat and potentially audio responses.'
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}
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@ -2,6 +2,9 @@ import * as plugins from './plugins.js';
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import * as paths from './paths.js';
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import { MultiModalModel } from './abstract.classes.multimodal.js';
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import type { ChatOptions, ChatResponse, ChatMessage } from './abstract.classes.multimodal.js';
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import type { ImageBlockParam, TextBlockParam } from '@anthropic-ai/sdk/resources/messages';
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type ContentBlock = ImageBlockParam | TextBlockParam;
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export interface IAnthropicProviderOptions {
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anthropicToken: string;
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@ -132,7 +135,40 @@ export class AnthropicProvider extends MultiModalModel {
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}
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public async vision(optionsArg: { image: Buffer; prompt: string }): Promise<string> {
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throw new Error('Vision tasks are not yet supported by Anthropic.');
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const base64Image = optionsArg.image.toString('base64');
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const content: ContentBlock[] = [
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{
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type: 'text',
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text: optionsArg.prompt
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},
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{
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type: 'image',
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source: {
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type: 'base64',
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media_type: 'image/jpeg',
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data: base64Image
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}
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}
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];
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const result = await this.anthropicApiClient.messages.create({
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model: 'claude-3-opus-20240229',
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messages: [{
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role: 'user',
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content
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}],
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max_tokens: 1024
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});
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// Extract text content from the response
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let message = '';
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for (const block of result.content) {
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if ('text' in block) {
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message += block.text;
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}
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}
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return message;
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}
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public async document(optionsArg: {
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@ -141,6 +177,64 @@ export class AnthropicProvider extends MultiModalModel {
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pdfDocuments: Uint8Array[];
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messageHistory: ChatMessage[];
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}): Promise<{ message: any }> {
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throw new Error('Document processing is not yet supported by Anthropic.');
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// Convert PDF documents to images using SmartPDF
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const smartpdfInstance = new plugins.smartpdf.SmartPdf();
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let documentImageBytesArray: Uint8Array[] = [];
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for (const pdfDocument of optionsArg.pdfDocuments) {
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const documentImageArray = await smartpdfInstance.convertPDFToPngBytes(pdfDocument);
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documentImageBytesArray = documentImageBytesArray.concat(documentImageArray);
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}
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// Convert message history to Anthropic format
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const messages = optionsArg.messageHistory.map(msg => ({
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role: msg.role === 'assistant' ? 'assistant' as const : 'user' as const,
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content: msg.content
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}));
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// Create content array with text and images
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const content: ContentBlock[] = [
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{
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type: 'text',
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text: optionsArg.userMessage
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}
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];
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// Add each document page as an image
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for (const imageBytes of documentImageBytesArray) {
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content.push({
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type: 'image',
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source: {
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type: 'base64',
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media_type: 'image/jpeg',
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data: Buffer.from(imageBytes).toString('base64')
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}
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});
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}
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const result = await this.anthropicApiClient.messages.create({
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model: 'claude-3-opus-20240229',
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system: optionsArg.systemMessage,
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messages: [
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...messages,
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{ role: 'user', content }
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],
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max_tokens: 4096
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});
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// Extract text content from the response
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let message = '';
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for (const block of result.content) {
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if ('text' in block) {
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message += block.text;
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}
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}
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return {
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message: {
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role: 'assistant',
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content: message
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}
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};
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}
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}
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