feat(research): Introduce research API with provider implementations, docs and tests

This commit is contained in:
2025-09-28 15:06:07 +00:00
parent 5c856ec3ed
commit e2ed429aac
17 changed files with 852 additions and 14 deletions

View File

@@ -1,13 +1,16 @@
import * as plugins from './plugins.js';
import * as paths from './paths.js';
import { MultiModalModel } from './abstract.classes.multimodal.js';
import type { ChatOptions, ChatResponse, ChatMessage } from './abstract.classes.multimodal.js';
import type { ChatOptions, ChatResponse, ChatMessage, ResearchOptions, ResearchResponse } from './abstract.classes.multimodal.js';
import type { ImageBlockParam, TextBlockParam } from '@anthropic-ai/sdk/resources/messages';
type ContentBlock = ImageBlockParam | TextBlockParam;
export interface IAnthropicProviderOptions {
anthropicToken: string;
enableWebSearch?: boolean;
searchDomainAllowList?: string[];
searchDomainBlockList?: string[];
}
export class AnthropicProvider extends MultiModalModel {
@@ -239,4 +242,121 @@ export class AnthropicProvider extends MultiModalModel {
}
};
}
public async research(optionsArg: ResearchOptions): Promise<ResearchResponse> {
// Prepare the messages for the research request
const systemMessage = `You are a research assistant with web search capabilities.
Provide comprehensive, well-researched answers with citations and sources.
When searching the web, be thorough and cite your sources accurately.`;
try {
// Build the tool configuration for web search
const tools = this.options.enableWebSearch ? [
{
type: 'computer_20241022' as const,
name: 'web_search',
description: 'Search the web for current information',
input_schema: {
type: 'object' as const,
properties: {
query: {
type: 'string',
description: 'The search query'
}
},
required: ['query']
}
}
] : [];
// Configure the request based on search depth
const maxTokens = optionsArg.searchDepth === 'deep' ? 8192 :
optionsArg.searchDepth === 'advanced' ? 6144 : 4096;
// Create the research request
const requestParams: any = {
model: 'claude-3-opus-20240229',
system: systemMessage,
messages: [
{
role: 'user' as const,
content: optionsArg.query
}
],
max_tokens: maxTokens,
temperature: 0.7
};
// Add tools if web search is enabled
if (tools.length > 0) {
requestParams.tools = tools;
requestParams.tool_choice = { type: 'auto' };
}
// Execute the research request
const result = await this.anthropicApiClient.messages.create(requestParams);
// Extract the answer from content blocks
let answer = '';
const sources: Array<{ url: string; title: string; snippet: string }> = [];
const searchQueries: string[] = [];
// Process content blocks
for (const block of result.content) {
if ('text' in block) {
answer += block.text;
}
}
// Parse sources from the answer (Claude includes citations in various formats)
const urlRegex = /\[([^\]]+)\]\(([^)]+)\)/g;
let match: RegExpExecArray | null;
while ((match = urlRegex.exec(answer)) !== null) {
sources.push({
title: match[1],
url: match[2],
snippet: ''
});
}
// Also look for plain URLs
const plainUrlRegex = /https?:\/\/[^\s\)]+/g;
const plainUrls = answer.match(plainUrlRegex) || [];
for (const url of plainUrls) {
// Check if this URL is already in sources
if (!sources.some(s => s.url === url)) {
sources.push({
title: new URL(url).hostname,
url: url,
snippet: ''
});
}
}
// Extract tool use information if available
if ('tool_use' in result && Array.isArray(result.tool_use)) {
for (const toolUse of result.tool_use) {
if (toolUse.name === 'web_search' && toolUse.input?.query) {
searchQueries.push(toolUse.input.query);
}
}
}
return {
answer,
sources,
searchQueries: searchQueries.length > 0 ? searchQueries : undefined,
metadata: {
model: 'claude-3-opus-20240229',
searchDepth: optionsArg.searchDepth || 'basic',
tokensUsed: result.usage?.output_tokens
}
};
} catch (error) {
console.error('Anthropic research error:', error);
throw new Error(`Failed to perform research: ${error.message}`);
}
}
}