diff --git a/src/components/Chat.tsx b/src/components/Chat.tsx
index fd6ac18..d1403fa 100644
--- a/src/components/Chat.tsx
+++ b/src/components/Chat.tsx
@@ -21,6 +21,7 @@ const Chat = ({
focusMode,
setFocusMode,
handleEditMessage,
+ analysisProgress,
}: {
messages: Message[];
sendMessage: (
@@ -43,6 +44,11 @@ const Chat = ({
focusMode: string;
setFocusMode: (mode: string) => void;
handleEditMessage: (messageId: string, content: string) => void;
+ analysisProgress: {
+ message: string;
+ current: number;
+ total: number;
+ } | null;
}) => {
const [isAtBottom, setIsAtBottom] = useState(true);
const [manuallyScrolledUp, setManuallyScrolledUp] = useState(false);
@@ -220,7 +226,7 @@ const Chat = ({
);
})}
- {loading &&
}
+ {loading &&
}
{/* Scroll to bottom button - appears above the MessageInput when user has scrolled up */}
{manuallyScrolledUp && !isAtBottom && (
diff --git a/src/components/ChatWindow.tsx b/src/components/ChatWindow.tsx
index 2485252..d03f918 100644
--- a/src/components/ChatWindow.tsx
+++ b/src/components/ChatWindow.tsx
@@ -29,6 +29,11 @@ export type Message = {
modelStats?: ModelStats;
searchQuery?: string;
searchUrl?: string;
+ progress?: {
+ message: string;
+ current: number;
+ total: number;
+ };
};
export interface File {
@@ -270,6 +275,11 @@ const ChatWindow = ({ id }: { id?: string }) => {
const [loading, setLoading] = useState(false);
const [scrollTrigger, setScrollTrigger] = useState(0);
+ const [analysisProgress, setAnalysisProgress] = useState<{
+ message: string;
+ current: number;
+ total: number;
+ } | null>(null);
const [chatHistory, setChatHistory] = useState<[string, string][]>([]);
const [messages, setMessages] = useState
([]);
@@ -405,6 +415,11 @@ const ChatWindow = ({ id }: { id?: string }) => {
return;
}
+ if (data.type === 'progress') {
+ setAnalysisProgress(data.data);
+ return;
+ }
+
if (data.type === 'sources') {
sources = data.data;
if (!added) {
@@ -460,6 +475,9 @@ const ChatWindow = ({ id }: { id?: string }) => {
}
if (data.type === 'messageEnd') {
+ // Clear analysis progress
+ setAnalysisProgress(null);
+
setChatHistory((prevHistory) => [
...prevHistory,
['human', message],
@@ -656,6 +674,7 @@ const ChatWindow = ({ id }: { id?: string }) => {
focusMode={focusMode}
setFocusMode={setFocusMode}
handleEditMessage={handleEditMessage}
+ analysisProgress={analysisProgress}
/>
) : (
diff --git a/src/components/MessageBoxLoading.tsx b/src/components/MessageBoxLoading.tsx
index 3c53d9e..51396a8 100644
--- a/src/components/MessageBoxLoading.tsx
+++ b/src/components/MessageBoxLoading.tsx
@@ -1,9 +1,37 @@
-const MessageBoxLoading = () => {
+interface MessageBoxLoadingProps {
+ progress: {
+ message: string;
+ current: number;
+ total: number;
+ } | null;
+}
+
+const MessageBoxLoading = ({ progress }: MessageBoxLoadingProps) => {
return (
-
-
-
-
+
+ {progress && progress.current !== progress.total ? (
+
+
+
+ {progress.message}
+
+
+
+
+ ) : (
+
+ )}
);
};
diff --git a/src/components/MessageInputActions/Optimization.tsx b/src/components/MessageInputActions/Optimization.tsx
index 0f88639..e4eec9d 100644
--- a/src/components/MessageInputActions/Optimization.tsx
+++ b/src/components/MessageInputActions/Optimization.tsx
@@ -22,7 +22,7 @@ const OptimizationModes = [
},
{
key: 'quality',
- title: 'Quality (Soon)',
+ title: 'Quality',
description: 'Get the most thorough and accurate answer',
icon: (
handleOptimizationChange(mode.key)}
key={i}
- disabled={mode.key === 'quality'}
className={cn(
'p-2 rounded-lg flex flex-col items-start justify-start text-start space-y-1 duration-200 cursor-pointer transition',
optimizationMode === mode.key
? 'bg-light-secondary dark:bg-dark-secondary'
: 'hover:bg-light-secondary dark:hover:bg-dark-secondary',
- mode.key === 'quality' && 'opacity-50 cursor-not-allowed',
)}
>
diff --git a/src/lib/prompts/webSearch.ts b/src/lib/prompts/webSearch.ts
index 49c4fa6..3eb44f5 100644
--- a/src/lib/prompts/webSearch.ts
+++ b/src/lib/prompts/webSearch.ts
@@ -3,7 +3,8 @@ export const webSearchRetrieverPrompt = `
- You are an AI question rephraser
- You will be given a conversation and a user question
- Rephrase the question so it is appropriate for web search
-- Only add additional information or change the meaning of the question if it is necessary for clarity or relevance to the conversation
+- Only add additional information or change the meaning of the question if it is necessary for clarity or relevance to the conversation such as adding a date or time for current events, or using historical content to augment the question with relevant context
+- Do not make up any new information like links or URLs
- Condense the question to its essence and remove any unnecessary details
- Ensure the question is grammatically correct and free of spelling errors
- If it is a simple writing task or a greeting (unless the greeting contains a question after it) like Hi, Hello, How are you, etc. instead of a question then you need to return \`not_needed\` as the response in the
XML block
diff --git a/src/lib/providers/anthropic.ts b/src/lib/providers/anthropic.ts
index 2b0f2cc..afea34d 100644
--- a/src/lib/providers/anthropic.ts
+++ b/src/lib/providers/anthropic.ts
@@ -9,6 +9,14 @@ export const PROVIDER_INFO = {
import { BaseChatModel } from '@langchain/core/language_models/chat_models';
const anthropicChatModels: Record[] = [
+ {
+ displayName: 'Claude 4 Opus',
+ key: 'claude-opus-4-20250514',
+ },
+ {
+ displayName: 'Claude 4 Sonnet',
+ key: 'claude-sonnet-4-20250514',
+ },
{
displayName: 'Claude 3.7 Sonnet',
key: 'claude-3-7-sonnet-20250219',
@@ -29,10 +37,6 @@ const anthropicChatModels: Record[] = [
displayName: 'Claude 3 Opus',
key: 'claude-3-opus-20240229',
},
- {
- displayName: 'Claude 3 Sonnet',
- key: 'claude-3-sonnet-20240229',
- },
{
displayName: 'Claude 3 Haiku',
key: 'claude-3-haiku-20240307',
diff --git a/src/lib/search/index.ts b/src/lib/search/index.ts
index 868371b..e52dd99 100644
--- a/src/lib/search/index.ts
+++ b/src/lib/search/index.ts
@@ -64,6 +64,6 @@ export const searchHandlers: Record = {
rerankThreshold: 0.3,
searchWeb: true,
summarizer: false,
- additionalSearchCriteria: '\'site:reddit.com\'',
+ additionalSearchCriteria: "'site:reddit.com'",
}),
};
diff --git a/src/lib/search/metaSearchAgent.ts b/src/lib/search/metaSearchAgent.ts
index b21a1e4..c6b7fba 100644
--- a/src/lib/search/metaSearchAgent.ts
+++ b/src/lib/search/metaSearchAgent.ts
@@ -22,8 +22,9 @@ import LineOutputParser from '../outputParsers/lineOutputParser';
import LineListOutputParser from '../outputParsers/listLineOutputParser';
import { searchSearxng } from '../searxng';
import computeSimilarity from '../utils/computeSimilarity';
-import { getDocumentsFromLinks } from '../utils/documents';
+import { getDocumentsFromLinks, getWebContent } from '../utils/documents';
import formatChatHistoryAsString from '../utils/formatHistory';
+import { getModelName } from '../utils/modelUtils';
export interface MetaSearchAgentType {
searchAndAnswer: (
@@ -64,9 +65,35 @@ class MetaSearchAgent implements MetaSearchAgentType {
this.config = config;
}
- private async createSearchRetrieverChain(llm: BaseChatModel) {
+ /**
+ * Emit a progress event with the given percentage and message
+ */
+ private emitProgress(
+ emitter: eventEmitter,
+ percentage: number,
+ message: string,
+ ) {
+ emitter.emit(
+ 'progress',
+ JSON.stringify({
+ type: 'progress',
+ data: {
+ message,
+ current: percentage,
+ total: 100,
+ },
+ }),
+ );
+ }
+
+ private async createSearchRetrieverChain(
+ llm: BaseChatModel,
+ emitter: eventEmitter,
+ ) {
(llm as unknown as ChatOpenAI).temperature = 0;
+ this.emitProgress(emitter, 10, `Building search query`);
+
return RunnableSequence.from([
PromptTemplate.fromTemplate(this.config.queryGeneratorPrompt),
llm,
@@ -131,6 +158,8 @@ class MetaSearchAgent implements MetaSearchAgentType {
}
});
+ this.emitProgress(emitter, 20, `Summarizing content`);
+
await Promise.all(
docGroups.map(async (doc) => {
const res = await llm.invoke(`
@@ -208,6 +237,7 @@ class MetaSearchAgent implements MetaSearchAgentType {
return { query: question, docs: docs };
} else {
+ this.emitProgress(emitter, 20, `Searching the web`);
if (this.config.additionalSearchCriteria) {
question = `${question} ${this.config.additionalSearchCriteria}`;
}
@@ -249,6 +279,7 @@ class MetaSearchAgent implements MetaSearchAgentType {
optimizationMode: 'speed' | 'balanced' | 'quality',
systemInstructions: string,
signal: AbortSignal,
+ emitter: eventEmitter,
) {
return RunnableSequence.from([
RunnableMap.from({
@@ -276,7 +307,7 @@ class MetaSearchAgent implements MetaSearchAgentType {
if (this.config.searchWeb) {
const searchRetrieverChain =
- await this.createSearchRetrieverChain(llm);
+ await this.createSearchRetrieverChain(llm, emitter);
var date = new Date().toISOString();
const searchRetrieverResult = await searchRetrieverChain.invoke(
@@ -303,8 +334,14 @@ class MetaSearchAgent implements MetaSearchAgentType {
fileIds,
embeddings,
optimizationMode,
+ llm,
+ emitter,
+ signal,
);
+ console.log('Ranked docs:', sortedDocs);
+
+ this.emitProgress(emitter, 100, `Done`);
return sortedDocs;
},
)
@@ -331,11 +368,18 @@ class MetaSearchAgent implements MetaSearchAgentType {
fileIds: string[],
embeddings: Embeddings,
optimizationMode: 'speed' | 'balanced' | 'quality',
- ) {
+ llm: BaseChatModel,
+ emitter: eventEmitter,
+ signal: AbortSignal,
+ ): Promise {
if (docs.length === 0 && fileIds.length === 0) {
return docs;
}
+ if (query.toLocaleLowerCase() === 'summarize') {
+ return docs.slice(0, 15);
+ }
+
const filesData = fileIds
.map((file) => {
const filePath = path.join(process.cwd(), 'uploads', file);
@@ -360,107 +404,216 @@ class MetaSearchAgent implements MetaSearchAgentType {
})
.flat();
- if (query.toLocaleLowerCase() === 'summarize') {
- return docs.slice(0, 15);
- }
-
- const docsWithContent = docs.filter(
+ let docsWithContent = docs.filter(
(doc) => doc.pageContent && doc.pageContent.length > 0,
);
- if (optimizationMode === 'speed' || this.config.rerank === false) {
- if (filesData.length > 0) {
- const [queryEmbedding] = await Promise.all([
- embeddings.embedQuery(query),
- ]);
+ const queryEmbedding = await embeddings.embedQuery(query);
+ const getRankedDocs = async (
+ queryEmbedding: number[],
+ includeFiles: boolean,
+ includeNonFileDocs: boolean,
+ maxDocs: number,
+ ) => {
+ let docsToRank = includeNonFileDocs ? docsWithContent : [];
+
+ if (includeFiles) {
+ // Add file documents to the ranking
const fileDocs = filesData.map((fileData) => {
return new Document({
pageContent: fileData.content,
metadata: {
title: fileData.fileName,
url: `File`,
+ embeddings: fileData.embeddings,
},
});
});
+ docsToRank.push(...fileDocs);
+ }
- const similarity = filesData.map((fileData, i) => {
- const sim = computeSimilarity(queryEmbedding, fileData.embeddings);
-
+ const similarity = await Promise.all(
+ docsToRank.map(async (doc, i) => {
+ const sim = computeSimilarity(
+ queryEmbedding,
+ doc.metadata?.embeddings
+ ? doc.metadata?.embeddings
+ : (await embeddings.embedDocuments([doc.pageContent]))[0],
+ );
return {
index: i,
similarity: sim,
};
- });
+ }),
+ );
- let sortedDocs = similarity
- .filter(
- (sim) => sim.similarity > (this.config.rerankThreshold ?? 0.3),
- )
- .sort((a, b) => b.similarity - a.similarity)
- .slice(0, 15)
- .map((sim) => fileDocs[sim.index]);
+ let rankedDocs = similarity
+ .filter((sim) => sim.similarity > (this.config.rerankThreshold ?? 0.3))
+ .sort((a, b) => b.similarity - a.similarity)
+ .map((sim) => docsToRank[sim.index]);
- sortedDocs =
- docsWithContent.length > 0 ? sortedDocs.slice(0, 8) : sortedDocs;
+ rankedDocs =
+ docsToRank.length > 0 ? rankedDocs.slice(0, maxDocs) : rankedDocs;
+ return rankedDocs;
+ };
+
+ if (optimizationMode === 'speed' || this.config.rerank === false) {
+ this.emitProgress(emitter, 50, `Ranking sources`);
+ if (filesData.length > 0) {
+ const sortedFiles = await getRankedDocs(queryEmbedding, true, false, 8);
return [
- ...sortedDocs,
- ...docsWithContent.slice(0, 15 - sortedDocs.length),
+ ...sortedFiles,
+ ...docsWithContent.slice(0, 15 - sortedFiles.length),
];
} else {
return docsWithContent.slice(0, 15);
}
} else if (optimizationMode === 'balanced') {
- const [docEmbeddings, queryEmbedding] = await Promise.all([
- embeddings.embedDocuments(
- docsWithContent.map((doc) => doc.pageContent),
- ),
- embeddings.embedQuery(query),
- ]);
+ this.emitProgress(emitter, 40, `Ranking sources`);
+ let sortedDocs = await getRankedDocs(queryEmbedding, true, true, 10);
- docsWithContent.push(
- ...filesData.map((fileData) => {
- return new Document({
- pageContent: fileData.content,
- metadata: {
- title: fileData.fileName,
- url: `File`,
- },
+ this.emitProgress(emitter, 60, `Enriching sources`);
+ sortedDocs = await Promise.all(
+ sortedDocs.map(async (doc) => {
+ const webContent = await getWebContent(doc.metadata.url);
+ const chunks =
+ webContent?.pageContent
+ .match(/.{1,500}/g)
+ ?.map((chunk) => chunk.trim()) || [];
+ const chunkEmbeddings = await embeddings.embedDocuments(chunks);
+ const similarities = chunkEmbeddings.map((chunkEmbedding) => {
+ return computeSimilarity(queryEmbedding, chunkEmbedding);
});
+
+ const topChunks = similarities
+ .map((similarity, index) => ({ similarity, index }))
+ .sort((a, b) => b.similarity - a.similarity)
+ .slice(0, 5)
+ .map((chunk) => chunks[chunk.index]);
+ const excerpt = topChunks.join('\n\n');
+
+ let newDoc = {
+ ...doc,
+ pageContent: excerpt
+ ? `${excerpt}\n\n${doc.pageContent}`
+ : doc.pageContent,
+ };
+ return newDoc;
}),
);
- docEmbeddings.push(...filesData.map((fileData) => fileData.embeddings));
+ return sortedDocs;
+ } else if (optimizationMode === 'quality') {
+ this.emitProgress(emitter, 30, 'Ranking sources...');
- const similarity = docEmbeddings.map((docEmbedding, i) => {
- const sim = computeSimilarity(queryEmbedding, docEmbedding);
+ // Get the top ranked web results for detailed analysis based off their preview embeddings
+ const topWebResults = await getRankedDocs(
+ queryEmbedding,
+ false,
+ true,
+ 30,
+ );
- return {
- index: i,
- similarity: sim,
- };
+ const summaryParser = new LineOutputParser({
+ key: 'summary',
});
- const sortedDocs = similarity
- .filter((sim) => sim.similarity > (this.config.rerankThreshold ?? 0.3))
- .sort((a, b) => b.similarity - a.similarity)
- .slice(0, 15)
- .map((sim) => docsWithContent[sim.index]);
+ // Get full content and generate detailed summaries for top results sequentially
+ const enhancedDocs: Document[] = [];
+ const maxEnhancedDocs = 5;
+ for (let i = 0; i < topWebResults.length; i++) {
+ if (signal.aborted) {
+ return [];
+ }
+ if (enhancedDocs.length >= maxEnhancedDocs) {
+ break; // Limit to 5 documents
+ }
+ const result = topWebResults[i];
- return sortedDocs;
+ this.emitProgress(
+ emitter,
+ enhancedDocs.length * 10 + 40,
+ `Deep analyzing sources: ${enhancedDocs.length + 1}/${maxEnhancedDocs}`,
+ );
+
+ try {
+ const url = result.metadata.url;
+ const webContent = await getWebContent(url, true);
+
+ if (webContent) {
+ // Generate a detailed summary using the LLM
+ const summary = await llm.invoke(`
+ You are a web content summarizer, tasked with creating a detailed, accurate summary of content from a webpage
+ Your summary should:
+ - Be thorough and comprehensive, capturing all key points
+ - Format the content using markdown, including headings, lists, and tables
+ - Include specific details, numbers, and quotes when relevant
+ - Be concise and to the point, avoiding unnecessary fluff
+ - Answer the user's query, which is: ${query}
+ - Output your answer in an XML format, with the summary inside the \`summary\` XML tag
+ - If the content is not relevant to the query, respond with "not_needed" to start the summary tag, followed by a one line description of why the source is not needed
+ - E.g. "not_needed: There is relevant information in the source, but it doesn't contain specifics about X"
+ - Make sure the reason the source is not needed is very specific and detailed
+ - Include useful links to external resources, if applicable
+
+ Here is the content to summarize:
+ ${webContent.metadata.html ? webContent.metadata.html : webContent.pageContent}
+ `);
+
+ const summarizedContent = await summaryParser.parse(
+ summary.content as string,
+ );
+
+ if (
+ summarizedContent.toLocaleLowerCase().startsWith('not_needed')
+ ) {
+ console.log(
+ `LLM response for URL "${url}" indicates it's not needed:`,
+ summarizedContent,
+ );
+ continue; // Skip this document if not needed
+ }
+
+ //console.log(`LLM response for URL "${url}":`, summarizedContent);
+ enhancedDocs.push(
+ new Document({
+ pageContent: summarizedContent,
+ metadata: {
+ ...webContent.metadata,
+ url: url,
+ },
+ }),
+ );
+ }
+ } catch (error) {
+ console.error(`Error processing URL ${result.metadata.url}:`, error);
+ }
+ }
+
+ // Add relevant file documents
+ const fileDocs = await getRankedDocs(queryEmbedding, true, false, 5);
+
+ return [...enhancedDocs, ...fileDocs];
}
return [];
}
private processDocs(docs: Document[]) {
- return docs
+ const fullDocs = docs
.map(
(_, index) =>
- `${index + 1}. ${docs[index].metadata.title} ${docs[index].pageContent}`,
+ `<${index + 1}>\n
+${docs[index].metadata.title}\n
+${docs[index].metadata?.url.toLowerCase().includes('file') ? '' : '\n' + docs[index].metadata.url + '\n'}
+\n${docs[index].pageContent}\n\n
+\n`,
)
.join('\n');
+ // console.log('Processed docs:', fullDocs);
+ return fullDocs;
}
private async handleStream(
@@ -513,38 +666,7 @@ class MetaSearchAgent implements MetaSearchAgentType {
event.event === 'on_chain_end' &&
event.name === 'FinalResponseGenerator'
) {
- // Get model name safely with better detection
- let modelName = 'Unknown';
- try {
- // @ts-ignore - Different LLM implementations have different properties
- if (llm.modelName) {
- // @ts-ignore
- modelName = llm.modelName;
- // @ts-ignore
- } else if (llm._llm && llm._llm.modelName) {
- // @ts-ignore
- modelName = llm._llm.modelName;
- // @ts-ignore
- } else if (llm.model && llm.model.modelName) {
- // @ts-ignore
- modelName = llm.model.modelName;
- } else if ('model' in llm) {
- // @ts-ignore
- const model = llm.model;
- if (typeof model === 'string') {
- modelName = model;
- // @ts-ignore
- } else if (model && model.modelName) {
- // @ts-ignore
- modelName = model.modelName;
- }
- } else if (llm.constructor && llm.constructor.name) {
- // Last resort: use the class name
- modelName = llm.constructor.name;
- }
- } catch (e) {
- console.error('Failed to get model name:', e);
- }
+ const modelName = getModelName(llm);
// Send model info before ending
emitter.emit(
@@ -581,6 +703,7 @@ class MetaSearchAgent implements MetaSearchAgentType {
optimizationMode,
systemInstructions,
signal,
+ emitter,
);
const stream = answeringChain.streamEvents(
diff --git a/src/lib/utils/documents.ts b/src/lib/utils/documents.ts
index 93eb451..10e15d6 100644
--- a/src/lib/utils/documents.ts
+++ b/src/lib/utils/documents.ts
@@ -3,6 +3,9 @@ import { htmlToText } from 'html-to-text';
import { RecursiveCharacterTextSplitter } from 'langchain/text_splitter';
import { Document } from '@langchain/core/documents';
import pdfParse from 'pdf-parse';
+import { JSDOM } from 'jsdom';
+import { Readability } from '@mozilla/readability';
+import fetch from 'node-fetch';
export const getDocumentsFromLinks = async ({ links }: { links: string[] }) => {
const splitter = new RecursiveCharacterTextSplitter();
@@ -97,3 +100,55 @@ export const getDocumentsFromLinks = async ({ links }: { links: string[] }) => {
return docs;
};
+
+export const getWebContent = async (
+ url: string,
+ getHtml: boolean = false,
+): Promise => {
+ try {
+ const response = await fetch(url, { timeout: 5000 });
+ const html = await response.text();
+
+ // Create a DOM from the fetched HTML
+ const dom = new JSDOM(html, { url });
+
+ // Get title before we modify the DOM
+ const originalTitle = dom.window.document.title;
+
+ // Use Readability to parse the article content
+ const reader = new Readability(dom.window.document, { charThreshold: 25 });
+ const article = reader.parse();
+
+ if (!article) {
+ console.warn(`Failed to parse article content for URL: ${url}`);
+ return null;
+ }
+
+ // Normalize the text content by removing extra spaces and newlines. Iterate through the lines one by one and throw out the ones that are empty or contain only whitespace.
+ const normalizedText =
+ article?.textContent
+ ?.split('\n')
+ .map((line) => line.trim())
+ .filter((line) => line.length > 0)
+ .join('\n') || '';
+
+ // Create a Document with the parsed content
+ return new Document({
+ pageContent: normalizedText || '',
+ metadata: {
+ html: getHtml ? article.content : undefined,
+ title: article.title || originalTitle,
+ url: url,
+ excerpt: article.excerpt || undefined,
+ byline: article.byline || undefined,
+ siteName: article.siteName || undefined,
+ readingTime: article.length
+ ? Math.ceil(article.length / 1000)
+ : undefined,
+ },
+ });
+ } catch (error) {
+ console.error(`Error fetching/parsing URL ${url}:`); //, error);
+ return null;
+ }
+};
diff --git a/src/lib/utils/modelUtils.ts b/src/lib/utils/modelUtils.ts
new file mode 100644
index 0000000..0f932fc
--- /dev/null
+++ b/src/lib/utils/modelUtils.ts
@@ -0,0 +1,52 @@
+import { BaseChatModel } from '@langchain/core/language_models/chat_models';
+
+/**
+ * Extract the model name from an LLM instance
+ * Handles different LLM implementations that may store the model name in different properties
+ * @param llm The LLM instance
+ * @returns The model name or 'Unknown' if not found
+ */
+export function getModelName(llm: BaseChatModel): string {
+ try {
+ // @ts-ignore - Different LLM implementations have different properties
+ if (llm.modelName) {
+ // @ts-ignore
+ return llm.modelName;
+ }
+
+ // @ts-ignore
+ if (llm._llm && llm._llm.modelName) {
+ // @ts-ignore
+ return llm._llm.modelName;
+ }
+
+ // @ts-ignore
+ if (llm.model && llm.model.modelName) {
+ // @ts-ignore
+ return llm.model.modelName;
+ }
+
+ if ('model' in llm) {
+ // @ts-ignore
+ const model = llm.model;
+ if (typeof model === 'string') {
+ return model;
+ }
+ // @ts-ignore
+ if (model && model.modelName) {
+ // @ts-ignore
+ return model.modelName;
+ }
+ }
+
+ if (llm.constructor && llm.constructor.name) {
+ // Last resort: use the class name
+ return llm.constructor.name;
+ }
+
+ return 'Unknown';
+ } catch (e) {
+ console.error('Failed to get model name:', e);
+ return 'Unknown';
+ }
+}
diff --git a/yarn.lock b/yarn.lock
index 4ba03df..05502df 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -7,10 +7,10 @@
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+
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+ version "4.6.0"
+ resolved "https://registry.npmjs.org/agentkeepalive/-/agentkeepalive-4.6.0.tgz"
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dependencies:
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+ version "3.2.6"
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+ version "1.9.0"
+ resolved "https://registry.npmjs.org/axios/-/axios-1.9.0.tgz"
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dependencies:
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form-data "^4.0.0"
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resolved "https://registry.npmjs.org/env-paths/-/env-paths-3.0.0.tgz"
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+ resolved "https://registry.npmjs.org/form-data/-/form-data-4.0.2.tgz"
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dependencies:
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combined-stream "^1.0.8"
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mime-types "^2.1.12"
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+ version "4.0.0"
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+ dependencies:
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+
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resolved "https://registry.npmjs.org/html-to-text/-/html-to-text-9.0.5.tgz"
@@ -2971,6 +3021,22 @@ htmlparser2@^8.0.2:
domutils "^3.0.1"
entities "^4.4.0"
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+ resolved "https://registry.npmjs.org/http-proxy-agent/-/http-proxy-agent-7.0.2.tgz"
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+ dependencies:
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+ debug "^4.3.4"
+
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+ resolved "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-7.0.6.tgz"
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+ debug "4"
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resolved "https://registry.npmjs.org/humanize-ms/-/humanize-ms-1.2.1.tgz"
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dependencies:
ms "^2.0.0"
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+ version "0.6.3"
+ resolved "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz"
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resolved "https://registry.npmjs.org/ieee754/-/ieee754-1.2.1.tgz"
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resolved "https://registry.npmjs.org/is-regex/-/is-regex-1.2.1.tgz"
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+js-tiktoken@^1.0.12, js-tiktoken@^1.0.7:
+ version "1.0.20"
+ resolved "https://registry.npmjs.org/js-tiktoken/-/js-tiktoken-1.0.20.tgz"
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dependencies:
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@@ -3327,6 +3405,32 @@ js-yaml@^4.1.0:
dependencies:
argparse "^2.0.1"
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+ version "26.1.0"
+ resolved "https://registry.npmjs.org/jsdom/-/jsdom-26.1.0.tgz"
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+ data-urls "^5.0.0"
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+ http-proxy-agent "^7.0.2"
+ https-proxy-agent "^7.0.6"
+ is-potential-custom-element-name "^1.0.1"
+ nwsapi "^2.2.16"
+ parse5 "^7.2.1"
+ rrweb-cssom "^0.8.0"
+ saxes "^6.0.0"
+ symbol-tree "^3.2.4"
+ tough-cookie "^5.1.1"
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+ webidl-conversions "^7.0.0"
+ whatwg-encoding "^3.1.1"
+ whatwg-mimetype "^4.0.0"
+ whatwg-url "^14.1.1"
+ ws "^8.18.0"
+ xml-name-validator "^5.0.0"
+
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resolved "https://registry.npmjs.org/json-buffer/-/json-buffer-3.0.1.tgz"
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- resolved "https://registry.yarnpkg.com/langchain/-/langchain-0.3.26.tgz#5e1dec39172d1589bfee369a710b2e2459c3df8e"
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dependencies:
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zod-to-json-schema "^3.22.3"
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+langsmith@^0.3.29:
+ version "0.3.29"
+ resolved "https://registry.npmjs.org/langsmith/-/langsmith-0.3.29.tgz"
+ integrity sha512-JPF2B339qpYy9FyuY4Yz1aWYtgPlFc/a+VTj3L/JcFLHCiMP7+Ig8I9jO+o1QwVa+JU3iugL1RS0wwc+Glw0zA==
+ dependencies:
+ "@types/uuid" "^10.0.0"
+ chalk "^4.1.2"
+ console-table-printer "^2.12.1"
+ p-queue "^6.6.2"
+ p-retry "4"
+ semver "^7.6.3"
+ uuid "^10.0.0"
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resolved "https://registry.npmjs.org/langsmith/-/langsmith-0.1.68.tgz"
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semver "^7.6.3"
uuid "^10.0.0"
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- dependencies:
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- chalk "^4.1.2"
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- p-queue "^6.6.2"
- p-retry "4"
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-
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- resolved "https://registry.yarnpkg.com/langsmith/-/langsmith-0.3.29.tgz#75b8df90b8a724f320ff0cdc784768117e17a922"
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- dependencies:
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- chalk "^4.1.2"
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resolved "https://registry.npmjs.org/language-subtag-registry/-/language-subtag-registry-0.3.23.tgz"
@@ -3548,7 +3612,7 @@ lowlight@^1.17.0:
fault "^1.0.0"
highlight.js "~10.7.0"
-lru-cache@^10.2.0:
+lru-cache@^10.2.0, lru-cache@^10.4.3:
version "10.4.3"
resolved "https://registry.npmjs.org/lru-cache/-/lru-cache-10.4.3.tgz"
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+ version "7.7.6"
+ resolved "https://registry.npmjs.org/markdown-to-jsx/-/markdown-to-jsx-7.7.6.tgz"
+ integrity sha512-/PWFFoKKMidk4Ut06F5hs5sluq1aJ0CGvUJWsnCK6hx/LPM8vlhvKAxtGHJ+U+V2Il2wmnfO6r81ICD3xZRVaw==
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@@ -3670,12 +3734,7 @@ ml-tree-similarity@^1.0.0:
binary-search "^1.3.5"
num-sort "^2.0.0"
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-
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resolved "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz"
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+napi-build-utils@^2.0.0:
+ version "2.0.0"
+ resolved "https://registry.npmjs.org/napi-build-utils/-/napi-build-utils-2.0.0.tgz"
+ integrity sha512-GEbrYkbfF7MoNaoh2iGG84Mnf/WZfB0GdGEsM8wz7Expx/LlWf5U8t9nvJKXSp3qr5IsEbK04cBGhol/KwOsWA==
+
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+ version "0.2.4"
+ resolved "https://registry.npmjs.org/napi-postinstall/-/napi-postinstall-0.2.4.tgz"
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+ version "15.3.2"
+ resolved "https://registry.npmjs.org/next/-/next-15.3.2.tgz"
+ integrity sha512-CA3BatMyHkxZ48sgOCLdVHjFU36N7TF1HhqAHLFOkV6buwZnvMI84Cug8xD56B9mCuKrqXnLn94417GrZ/jjCQ==
dependencies:
- "@next/env" "15.3.1"
+ "@next/env" "15.3.2"
"@swc/counter" "0.1.3"
"@swc/helpers" "0.5.15"
busboy "1.6.0"
@@ -3727,20 +3791,20 @@ next@^15.2.2:
postcss "8.4.31"
styled-jsx "5.1.6"
optionalDependencies:
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- "@next/swc-darwin-x64" "15.3.1"
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- "@next/swc-linux-x64-musl" "15.3.1"
- "@next/swc-win32-arm64-msvc" "15.3.1"
- "@next/swc-win32-x64-msvc" "15.3.1"
+ "@next/swc-darwin-arm64" "15.3.2"
+ "@next/swc-darwin-x64" "15.3.2"
+ "@next/swc-linux-arm64-gnu" "15.3.2"
+ "@next/swc-linux-arm64-musl" "15.3.2"
+ "@next/swc-linux-x64-gnu" "15.3.2"
+ "@next/swc-linux-x64-musl" "15.3.2"
+ "@next/swc-win32-arm64-msvc" "15.3.2"
+ "@next/swc-win32-x64-msvc" "15.3.2"
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+ version "3.75.0"
+ resolved "https://registry.npmjs.org/node-abi/-/node-abi-3.75.0.tgz"
+ integrity sha512-OhYaY5sDsIka7H7AtijtI9jwGYLyl29eQn/W623DiN/MIv5sUqc4g7BIDThX+gb7di9f6xK02nkp8sdfFWZLTg==
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+nwsapi@^2.2.16:
+ version "2.2.20"
+ resolved "https://registry.npmjs.org/nwsapi/-/nwsapi-2.2.20.tgz"
+ integrity sha512-/ieB+mDe4MrrKMT8z+mQL8klXydZWGR5Dowt4RAGKbJ3kIGEx3X4ljUo+6V73IXtUPWgfOlU5B9MlGxFO5T+cA==
+
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version "4.1.1"
resolved "https://registry.npmjs.org/object-assign/-/object-assign-4.1.1.tgz"
@@ -3909,22 +3978,9 @@ onnxruntime-web@1.14.0:
onnxruntime-common "~1.14.0"
platform "^1.3.6"
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- dependencies:
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- "@types/node-fetch" "^2.6.4"
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- agentkeepalive "^4.2.1"
- form-data-encoder "1.7.2"
- formdata-node "^4.3.2"
- node-fetch "^2.6.7"
-
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- resolved "https://registry.yarnpkg.com/openai/-/openai-4.100.0.tgz#eb630a97f3531b7c91906b3a42920f9873efa392"
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mkdirp-classic "^0.5.3"
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once "^1.3.1"
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resolved "https://registry.npmjs.org/tabbable/-/tabbable-6.2.0.tgz"
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dependencies:
pump "^3.0.0"
tar-stream "^3.1.5"
optionalDependencies:
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- bare-path "^2.1.0"
+ bare-fs "^4.0.1"
+ bare-path "^3.0.0"
tar-stream@^2.1.4:
version "2.2.0"
@@ -4990,6 +5065,13 @@ tar-stream@^3.1.5:
fast-fifo "^1.2.0"
streamx "^2.15.0"
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+ version "1.2.3"
+ resolved "https://registry.npmjs.org/text-decoder/-/text-decoder-1.2.3.tgz"
+ integrity sha512-3/o9z3X0X0fTupwsYvR03pJ/DjWuqqrfwBgTQzdWDiQSm9KitAyz/9WqsT2JQW7KV2m+bC2ol/zqpW37NHxLaA==
+ dependencies:
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+
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resolved "https://registry.npmjs.org/text-hex/-/text-hex-1.0.0.tgz"
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+ resolved "https://registry.npmjs.org/tinyglobby/-/tinyglobby-0.2.13.tgz"
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dependencies:
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+ fdir "^6.4.4"
picomatch "^4.0.2"
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+ resolved "https://registry.npmjs.org/tldts-core/-/tldts-core-6.1.86.tgz"
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version "5.0.1"
resolved "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz"
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dependencies:
is-number "^7.0.0"
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+ version "5.1.2"
+ resolved "https://registry.npmjs.org/tough-cookie/-/tough-cookie-5.1.2.tgz"
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resolved "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz"
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+ "@unrs/resolver-binding-win32-arm64-msvc" "1.7.2"
+ "@unrs/resolver-binding-win32-ia32-msvc" "1.7.2"
+ "@unrs/resolver-binding-win32-x64-msvc" "1.7.2"
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resolved "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.1.3.tgz"
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+ resolved "https://registry.npmjs.org/w3c-xmlserializer/-/w3c-xmlserializer-5.0.0.tgz"
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+ dependencies:
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+
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version "4.0.0-beta.3"
resolved "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz"
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+webidl-conversions@^7.0.0:
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+ resolved "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz"
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resolved "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.6.20.tgz"
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+whatwg-mimetype@^4.0.0:
+ version "4.0.0"
+ resolved "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz"
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+ resolved "https://registry.npmjs.org/whatwg-url/-/whatwg-url-14.2.0.tgz"
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+ dependencies:
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+ webidl-conversions "^7.0.0"
+
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version "5.0.0"
resolved "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz"
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+ resolved "https://registry.npmjs.org/ws/-/ws-8.18.2.tgz"
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+ resolved "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-5.0.0.tgz"
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+ resolved "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz"
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+ resolved "https://registry.npmjs.org/yaml/-/yaml-2.8.0.tgz"
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+ resolved "https://registry.npmjs.org/yet-another-react-lightbox/-/yet-another-react-lightbox-3.23.2.tgz"
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zod@^3.22.3, zod@^3.22.4, zod@^3.24.1:
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+ resolved "https://registry.npmjs.org/zod/-/zod-3.25.7.tgz"
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