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Merge branch 'main' into feature/entra-id-azure-integration

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19
api/app/clients/BaseClient.js
View file

@ -2,6 +2,7 @@ const crypto = require('crypto');
const fetch = require('node-fetch');
const { logger } = require('@librechat/data-schemas');
const {
countTokens,
getBalanceConfig,
extractFileContext,
encodeAndFormatAudios,
@ -23,7 +24,6 @@ const { getMessages, saveMessage, updateMessage, saveConvo, getConvo } = require
const { getStrategyFunctions } = require('~/server/services/Files/strategies');
const { checkBalance } = require('~/models/balanceMethods');
const { truncateToolCallOutputs } = require('./prompts');
const countTokens = require('~/server/utils/countTokens');
const { getFiles } = require('~/models/File');
const TextStream = require('./TextStream');
@ -81,6 +81,7 @@ class BaseClient {
throw new Error("Method 'getCompletion' must be implemented.");
}
/** @type {sendCompletion} */
async sendCompletion() {
throw new Error("Method 'sendCompletion' must be implemented.");
}
@ -689,8 +690,7 @@ class BaseClient {
});
}
/** @type {string|string[]|undefined} */
const completion = await this.sendCompletion(payload, opts);
const { completion, metadata } = await this.sendCompletion(payload, opts);
if (this.abortController) {
this.abortController.requestCompleted = true;
}
@ -708,6 +708,7 @@ class BaseClient {
iconURL: this.options.iconURL,
endpoint: this.options.endpoint,
...(this.metadata ?? {}),
metadata,
};
if (typeof completion === 'string') {
@ -1212,8 +1213,8 @@ class BaseClient {
this.options.req,
attachments,
{
provider: this.options.agent?.provider,
endpoint: this.options.agent?.endpoint,
provider: this.options.agent?.provider ?? this.options.endpoint,
endpoint: this.options.agent?.endpoint ?? this.options.endpoint,
useResponsesApi: this.options.agent?.model_parameters?.useResponsesApi,
},
getStrategyFunctions,
@ -1230,8 +1231,8 @@ class BaseClient {
this.options.req,
attachments,
{
provider: this.options.agent?.provider,
endpoint: this.options.agent?.endpoint,
provider: this.options.agent?.provider ?? this.options.endpoint,
endpoint: this.options.agent?.endpoint ?? this.options.endpoint,
},
getStrategyFunctions,
);
@ -1245,8 +1246,8 @@ class BaseClient {
this.options.req,
attachments,
{
provider: this.options.agent?.provider,
endpoint: this.options.agent?.endpoint,
provider: this.options.agent?.provider ?? this.options.endpoint,
endpoint: this.options.agent?.endpoint ?? this.options.endpoint,
},
getStrategyFunctions,
);

29
api/app/clients/output_parsers/addImages.js
View file

@ -1,3 +1,4 @@
const { getBasePath } = require('@librechat/api');
const { logger } = require('@librechat/data-schemas');
/**
@ -32,6 +33,8 @@ function addImages(intermediateSteps, responseMessage) {
return;
}
const basePath = getBasePath();
// Correct any erroneous URLs in the responseMessage.text first
intermediateSteps.forEach((step) => {
const { observation } = step;
@ -44,12 +47,14 @@ function addImages(intermediateSteps, responseMessage) {
return;
}
const essentialImagePath = match[0];
const fullImagePath = `${basePath}${essentialImagePath}`;
const regex = /!\[.*?\]\((.*?)\)/g;
let matchErroneous;
while ((matchErroneous = regex.exec(responseMessage.text)) !== null) {
if (matchErroneous[1] && !matchErroneous[1].startsWith('/images/')) {
responseMessage.text = responseMessage.text.replace(matchErroneous[1], essentialImagePath);
if (matchErroneous[1] && !matchErroneous[1].startsWith(`${basePath}/images/`)) {
// Replace with the full path including base path
responseMessage.text = responseMessage.text.replace(matchErroneous[1], fullImagePath);
}
}
});
@ -61,9 +66,23 @@ function addImages(intermediateSteps, responseMessage) {
return;
}
const observedImagePath = observation.match(/!\[[^(]*\]\([^)]*\)/g);
if (observedImagePath && !responseMessage.text.includes(observedImagePath[0])) {
responseMessage.text += '\n' + observedImagePath[0];
logger.debug('[addImages] added image from intermediateSteps:', observedImagePath[0]);
if (observedImagePath) {
// Fix the image path to include base path if it doesn't already
let imageMarkdown = observedImagePath[0];
const urlMatch = imageMarkdown.match(/\(([^)]+)\)/);
if (
urlMatch &&
urlMatch[1] &&
!urlMatch[1].startsWith(`${basePath}/images/`) &&
urlMatch[1].startsWith('/images/')
) {
imageMarkdown = imageMarkdown.replace(urlMatch[1], `${basePath}${urlMatch[1]}`);
}
if (!responseMessage.text.includes(imageMarkdown)) {
responseMessage.text += '\n' + imageMarkdown;
logger.debug('[addImages] added image from intermediateSteps:', imageMarkdown);
}
}
});
}

106
api/app/clients/output_parsers/addImages.spec.js
View file

@ -74,7 +74,7 @@ describe('addImages', () => {
it('should append correctly from a real scenario', () => {
responseMessage.text =
'Here is the generated image based on your request. It depicts a surreal landscape filled with floating musical notes. The style is impressionistic, with vibrant sunset hues dominating the scene. At the center, there\'s a silhouette of a grand piano, adding a dreamy emotion to the overall image. This could serve as a unique and creative music album cover. Would you like to make any changes or generate another image?';
"Here is the generated image based on your request. It depicts a surreal landscape filled with floating musical notes. The style is impressionistic, with vibrant sunset hues dominating the scene. At the center, there's a silhouette of a grand piano, adding a dreamy emotion to the overall image. This could serve as a unique and creative music album cover. Would you like to make any changes or generate another image?";
const originalText = responseMessage.text;
const imageMarkdown = '![generated image](/images/img-RnVWaYo2Yg4x3e0isICiMuf5.png)';
intermediateSteps.push({ observation: imageMarkdown });
@ -139,4 +139,108 @@ describe('addImages', () => {
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('\n![image1](/images/image1.png)');
});
describe('basePath functionality', () => {
let originalDomainClient;
beforeEach(() => {
originalDomainClient = process.env.DOMAIN_CLIENT;
});
afterEach(() => {
process.env.DOMAIN_CLIENT = originalDomainClient;
});
it('should prepend base path to image URLs when DOMAIN_CLIENT is set', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/librechat';
intermediateSteps.push({ observation: '![desc](/images/test.png)' });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('\n![desc](/librechat/images/test.png)');
});
it('should not prepend base path when image URL already has base path', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/librechat';
intermediateSteps.push({ observation: '![desc](/librechat/images/test.png)' });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('\n![desc](/librechat/images/test.png)');
});
it('should correct erroneous URLs with base path', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/librechat';
responseMessage.text = '![desc](sandbox:/images/test.png)';
intermediateSteps.push({ observation: '![desc](/images/test.png)' });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('![desc](/librechat/images/test.png)');
});
it('should handle empty base path (root deployment)', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/';
intermediateSteps.push({ observation: '![desc](/images/test.png)' });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('\n![desc](/images/test.png)');
});
it('should handle missing DOMAIN_CLIENT', () => {
delete process.env.DOMAIN_CLIENT;
intermediateSteps.push({ observation: '![desc](/images/test.png)' });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('\n![desc](/images/test.png)');
});
it('should handle observation without image path match', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/librechat';
intermediateSteps.push({ observation: '![desc](not-an-image-path)' });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('\n![desc](not-an-image-path)');
});
it('should handle nested subdirectories in base path', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/apps/librechat';
intermediateSteps.push({ observation: '![desc](/images/test.png)' });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('\n![desc](/apps/librechat/images/test.png)');
});
it('should handle multiple observations with mixed base path scenarios', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/librechat';
intermediateSteps.push({ observation: '![desc1](/images/test1.png)' });
intermediateSteps.push({ observation: '![desc2](/librechat/images/test2.png)' });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe(
'\n![desc1](/librechat/images/test1.png)\n![desc2](/librechat/images/test2.png)',
);
});
it('should handle complex markdown with base path', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/librechat';
const complexMarkdown = `
# Document Title
![image1](/images/image1.png)
Some text between images
![image2](/images/image2.png)
`;
intermediateSteps.push({ observation: complexMarkdown });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('\n![image1](/librechat/images/image1.png)');
});
it('should handle URLs that are already absolute', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/librechat';
intermediateSteps.push({ observation: '![desc](https://example.com/image.png)' });
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe('\n![desc](https://example.com/image.png)');
});
it('should handle data URLs', () => {
process.env.DOMAIN_CLIENT = 'http://localhost:3080/librechat';
intermediateSteps.push({
observation:
'![desc](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mP8/5+hHgAHggJ/PchI7wAAAABJRU5ErkJggg==)',
});
addImages(intermediateSteps, responseMessage);
expect(responseMessage.text).toBe(
'\n![desc](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mP8/5+hHgAHggJ/PchI7wAAAABJRU5ErkJggg==)',
);
});
});
});

20
api/app/clients/prompts/formatAgentMessages.spec.js
View file

@ -130,7 +130,7 @@ describe('formatAgentMessages', () => {
content: [
{
type: ContentTypes.TEXT,
[ContentTypes.TEXT]: 'I\'ll search for that information.',
[ContentTypes.TEXT]: "I'll search for that information.",
tool_call_ids: ['search_1'],
},
{
@ -144,7 +144,7 @@ describe('formatAgentMessages', () => {
},
{
type: ContentTypes.TEXT,
[ContentTypes.TEXT]: 'Now, I\'ll convert the temperature.',
[ContentTypes.TEXT]: "Now, I'll convert the temperature.",
tool_call_ids: ['convert_1'],
},
{
@ -156,7 +156,7 @@ describe('formatAgentMessages', () => {
output: '23.89°C',
},
},
{ type: ContentTypes.TEXT, [ContentTypes.TEXT]: 'Here\'s your answer.' },
{ type: ContentTypes.TEXT, [ContentTypes.TEXT]: "Here's your answer." },
],
},
];
@ -171,7 +171,7 @@ describe('formatAgentMessages', () => {
expect(result[4]).toBeInstanceOf(AIMessage);
// Check first AIMessage
expect(result[0].content).toBe('I\'ll search for that information.');
expect(result[0].content).toBe("I'll search for that information.");
expect(result[0].tool_calls).toHaveLength(1);
expect(result[0].tool_calls[0]).toEqual({
id: 'search_1',
@ -187,7 +187,7 @@ describe('formatAgentMessages', () => {
);
// Check second AIMessage
expect(result[2].content).toBe('Now, I\'ll convert the temperature.');
expect(result[2].content).toBe("Now, I'll convert the temperature.");
expect(result[2].tool_calls).toHaveLength(1);
expect(result[2].tool_calls[0]).toEqual({
id: 'convert_1',
@ -202,7 +202,7 @@ describe('formatAgentMessages', () => {
// Check final AIMessage
expect(result[4].content).toStrictEqual([
{ [ContentTypes.TEXT]: 'Here\'s your answer.', type: ContentTypes.TEXT },
{ [ContentTypes.TEXT]: "Here's your answer.", type: ContentTypes.TEXT },
]);
});
@ -217,7 +217,7 @@ describe('formatAgentMessages', () => {
role: 'assistant',
content: [{ type: ContentTypes.TEXT, [ContentTypes.TEXT]: 'How can I help you?' }],
},
{ role: 'user', content: 'What\'s the weather?' },
{ role: 'user', content: "What's the weather?" },
{
role: 'assistant',
content: [
@ -240,7 +240,7 @@ describe('formatAgentMessages', () => {
{
role: 'assistant',
content: [
{ type: ContentTypes.TEXT, [ContentTypes.TEXT]: 'Here\'s the weather information.' },
{ type: ContentTypes.TEXT, [ContentTypes.TEXT]: "Here's the weather information." },
],
},
];
@ -265,12 +265,12 @@ describe('formatAgentMessages', () => {
{ [ContentTypes.TEXT]: 'How can I help you?', type: ContentTypes.TEXT },
]);
expect(result[2].content).toStrictEqual([
{ [ContentTypes.TEXT]: 'What\'s the weather?', type: ContentTypes.TEXT },
{ [ContentTypes.TEXT]: "What's the weather?", type: ContentTypes.TEXT },
]);
expect(result[3].content).toBe('Let me check that for you.');
expect(result[4].content).toBe('Sunny, 75°F');
expect(result[5].content).toStrictEqual([
{ [ContentTypes.TEXT]: 'Here\'s the weather information.', type: ContentTypes.TEXT },
{ [ContentTypes.TEXT]: "Here's the weather information.", type: ContentTypes.TEXT },
]);
// Check that there are no consecutive AIMessages

5
api/app/clients/specs/FakeClient.js
View file

@ -82,7 +82,10 @@ const initializeFakeClient = (apiKey, options, fakeMessages) => {
});
TestClient.sendCompletion = jest.fn(async () => {
return 'Mock response text';
return {
completion: 'Mock response text',
metadata: undefined,
};
});
TestClient.getCompletion = jest.fn().mockImplementation(async (..._args) => {

3
api/app/clients/tools/structured/StableDiffusion.js
View file

@ -8,6 +8,7 @@ const { v4: uuidv4 } = require('uuid');
const { Tool } = require('@langchain/core/tools');
const { logger } = require('@librechat/data-schemas');
const { FileContext, ContentTypes } = require('librechat-data-provider');
const { getBasePath } = require('@librechat/api');
const paths = require('~/config/paths');
const displayMessage =
@ -36,7 +37,7 @@ class StableDiffusionAPI extends Tool {
this.description_for_model = `// Generate images and visuals using text.
// Guidelines:
// - ALWAYS use {{"prompt": "7+ detailed keywords", "negative_prompt": "7+ detailed keywords"}} structure for queries.
// - ALWAYS include the markdown url in your final response to show the user: ![caption](/images/id.png)
// - ALWAYS include the markdown url in your final response to show the user: ![caption](${getBasePath()}/images/id.png)
// - Visually describe the moods, details, structures, styles, and/or proportions of the image. Remember, the focus is on visual attributes.
// - Craft your input by "showing" and not "telling" the imagery. Think in terms of what you'd want to see in a photograph or a painting.
// - Here's an example for generating a realistic portrait photo of a man:

11
api/app/clients/tools/structured/TavilySearch.js
View file

@ -1,4 +1,5 @@
const { z } = require('zod');
const { ProxyAgent, fetch } = require('undici');
const { tool } = require('@langchain/core/tools');
const { getApiKey } = require('./credentials');
@ -19,13 +20,19 @@ function createTavilySearchTool(fields = {}) {
...kwargs,
};
const response = await fetch('https://api.tavily.com/search', {
const fetchOptions = {
method: 'POST',
headers: {
'Content-Type': 'application/json',
},
body: JSON.stringify(requestBody),
});
};
if (process.env.PROXY) {
fetchOptions.dispatcher = new ProxyAgent(process.env.PROXY);
}
const response = await fetch('https://api.tavily.com/search', fetchOptions);
const json = await response.json();
if (!response.ok) {

11
api/app/clients/tools/structured/TavilySearchResults.js
View file

@ -1,4 +1,5 @@
const { z } = require('zod');
const { ProxyAgent, fetch } = require('undici');
const { Tool } = require('@langchain/core/tools');
const { getEnvironmentVariable } = require('@langchain/core/utils/env');
@ -102,13 +103,19 @@ class TavilySearchResults extends Tool {
...this.kwargs,
};
const response = await fetch('https://api.tavily.com/search', {
const fetchOptions = {
method: 'POST',
headers: {
'Content-Type': 'application/json',
},
body: JSON.stringify(requestBody),
});
};
if (process.env.PROXY) {
fetchOptions.dispatcher = new ProxyAgent(process.env.PROXY);
}
const response = await fetch('https://api.tavily.com/search', fetchOptions);
const json = await response.json();
if (!response.ok) {

50
api/app/clients/tools/structured/specs/TavilySearchResults.spec.js
View file

@ -1,6 +1,7 @@
const { fetch, ProxyAgent } = require('undici');
const TavilySearchResults = require('../TavilySearchResults');
jest.mock('node-fetch');
jest.mock('undici');
jest.mock('@langchain/core/utils/env');
describe('TavilySearchResults', () => {
@ -13,6 +14,7 @@ describe('TavilySearchResults', () => {
beforeEach(() => {
jest.resetModules();
jest.clearAllMocks();
process.env = {
...originalEnv,
TAVILY_API_KEY: mockApiKey,
@ -20,7 +22,6 @@ describe('TavilySearchResults', () => {
});
afterEach(() => {
jest.clearAllMocks();
process.env = originalEnv;
});
@ -35,4 +36,49 @@ describe('TavilySearchResults', () => {
});
expect(instance.apiKey).toBe(mockApiKey);
});
describe('proxy support', () => {
const mockResponse = {
ok: true,
json: jest.fn().mockResolvedValue({ results: [] }),
};
beforeEach(() => {
fetch.mockResolvedValue(mockResponse);
});
it('should use ProxyAgent when PROXY env var is set', async () => {
const proxyUrl = 'http://proxy.example.com:8080';
process.env.PROXY = proxyUrl;
const mockProxyAgent = { type: 'proxy-agent' };
ProxyAgent.mockImplementation(() => mockProxyAgent);
const instance = new TavilySearchResults({ TAVILY_API_KEY: mockApiKey });
await instance._call({ query: 'test query' });
expect(ProxyAgent).toHaveBeenCalledWith(proxyUrl);
expect(fetch).toHaveBeenCalledWith(
'https://api.tavily.com/search',
expect.objectContaining({
dispatcher: mockProxyAgent,
}),
);
});
it('should not use ProxyAgent when PROXY env var is not set', async () => {
delete process.env.PROXY;
const instance = new TavilySearchResults({ TAVILY_API_KEY: mockApiKey });
await instance._call({ query: 'test query' });
expect(ProxyAgent).not.toHaveBeenCalled();
expect(fetch).toHaveBeenCalledWith(
'https://api.tavily.com/search',
expect.not.objectContaining({
dispatcher: expect.anything(),
}),
);
});
});
});

19
api/app/clients/tools/util/fileSearch.js
View file

@ -78,15 +78,14 @@ const createFileSearchTool = async ({ userId, files, entity_id, fileCitations =
return tool(
async ({ query }) => {
if (files.length === 0) {
return 'No files to search. Instruct the user to add files for the search.';
return ['No files to search. Instruct the user to add files for the search.', undefined];
}
const jwtToken = generateShortLivedToken(userId);
if (!jwtToken) {
return 'There was an error authenticating the file search request.';
return ['There was an error authenticating the file search request.', undefined];
}
/**
*
* @param {import('librechat-data-provider').TFile} file
* @returns {{ file_id: string, query: string, k: number, entity_id?: string }}
*/
@ -122,7 +121,7 @@ const createFileSearchTool = async ({ userId, files, entity_id, fileCitations =
const validResults = results.filter((result) => result !== null);
if (validResults.length === 0) {
return 'No results found or errors occurred while searching the files.';
return ['No results found or errors occurred while searching the files.', undefined];
}
const formattedResults = validResults
@ -135,11 +134,16 @@ const createFileSearchTool = async ({ userId, files, entity_id, fileCitations =
page: docInfo.metadata.page || null,
})),
)
// TODO: results should be sorted by relevance, not distance
.sort((a, b) => a.distance - b.distance)
// TODO: make this configurable
.slice(0, 10);
if (formattedResults.length === 0) {
return [
'No content found in the files. The files may not have been processed correctly or you may need to refine your query.',
undefined,
];
}
const formattedString = formattedResults
.map(
(result, index) =>
@ -169,11 +173,12 @@ const createFileSearchTool = async ({ userId, files, entity_id, fileCitations =
? `
**CITE FILE SEARCH RESULTS:**
Use anchor markers immediately after statements derived from file content. Reference the filename in your text:
Use the EXACT anchor markers shown below (copy them verbatim) immediately after statements derived from file content. Reference the filename in your text:
- File citation: "The document.pdf states that... \\ue202turn0file0"
- Page reference: "According to report.docx... \\ue202turn0file1"
- Multi-file: "Multiple sources confirm... \\ue200\\ue202turn0file0\\ue202turn0file1\\ue201"
**CRITICAL:** Output these escape sequences EXACTLY as shown (e.g., \\ue202turn0file0). Do NOT substitute with other characters like † or similar symbols.
**ALWAYS mention the filename in your text before the citation marker. NEVER use markdown links or footnotes.**`
: ''
}`,

24
api/app/clients/tools/util/handleTools.js
View file

@ -317,14 +317,22 @@ const loadTools = async ({
requestedTools[tool] = async () => {
toolContextMap[tool] = `# \`${tool}\`:
Current Date & Time: ${replaceSpecialVars({ text: '{{iso_datetime}}' })}
1. **Execute immediately without preface** when using \`${tool}\`.
2. **After the search, begin with a brief summary** that directly addresses the query without headers or explaining your process.
3. **Structure your response clearly** using Markdown formatting (Level 2 headers for sections, lists for multiple points, tables for comparisons).
4. **Cite sources properly** according to the citation anchor format, utilizing group anchors when appropriate.
5. **Tailor your approach to the query type** (academic, news, coding, etc.) while maintaining an expert, journalistic, unbiased tone.
6. **Provide comprehensive information** with specific details, examples, and as much relevant context as possible from search results.
7. **Avoid moralizing language.**
`.trim();
**Execute immediately without preface.** After search, provide a brief summary addressing the query directly, then structure your response with clear Markdown formatting (## headers, lists, tables). Cite sources properly, tailor tone to query type, and provide comprehensive details.
**CITATION FORMAT - UNICODE ESCAPE SEQUENCES ONLY:**
Use these EXACT escape sequences (copy verbatim): \\ue202 (before each anchor), \\ue200 (group start), \\ue201 (group end), \\ue203 (highlight start), \\ue204 (highlight end)
Anchor pattern: \\ue202turn{N}{type}{index} where N=turn number, type=search|news|image|ref, index=0,1,2...
**Examples (copy these exactly):**
- Single: "Statement.\\ue202turn0search0"
- Multiple: "Statement.\\ue202turn0search0\\ue202turn0news1"
- Group: "Statement. \\ue200\\ue202turn0search0\\ue202turn0news1\\ue201"
- Highlight: "\\ue203Cited text.\\ue204\\ue202turn0search0"
- Image: "See photo\\ue202turn0image0."
**CRITICAL:** Output escape sequences EXACTLY as shown. Do NOT substitute with † or other symbols. Place anchors AFTER punctuation. Cite every non-obvious fact/quote. NEVER use markdown links, [1], footnotes, or HTML tags.`.trim();
return createSearchTool({
...result.authResult,
onSearchResults,