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39 commits

Author SHA1 Message Date
Danny Avila
4202db1c99
🤖 feat: Tool Calling Support for DeepSeek V3.2 + OpenRouter Reasoning (#10752)
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* 🔧 chore: Update @librechat/agents to version 3.0.35

*  feat: Add DeepSeek Model Pricing and Token Handling

- Introduced pricing and token limits for 'deepseek-chat' and 'deepseek-reasoner' models, including prompt and completion rates.
- Enhanced tests to validate pricing and token limits for DeepSeek models, ensuring correct handling of model variations and provider prefixes.
- Updated cache multipliers for DeepSeek models to reflect new pricing structure.
- Improved max output token handling for DeepSeek models, ensuring consistency across different endpoints.
2025-12-01 14:27:08 -05:00
Danny Avila
d7ce19e15a
🤖 feat: Latest Grok Model Pricing & Context Rates (#10727)
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* 🤖 feat: Latest Grok Model Pricing & Context Rates

- Introduced 'grok-4-fast', 'grok-4-1-fast', and 'grok-code-fast' models with their respective prompt and completion rates.
- Enhanced unit tests to validate prompt and completion rates for the new models, including variations with prefixes.
- Updated token limits for the new models in the tokens utility, ensuring accurate handling in tests.

* 🔧 refactor: Optimize JSON Export Logic in useExportConversation Hook

Updated the export logic to create a Blob from the JSON string before downloading, improving compatibility and performance for file downloads. This change enhances the handling of deeply nested exports while maintaining the file size reduction achieved in previous updates.
2025-11-30 17:10:26 -05:00
Danny Avila
9211d59388
🤖 feat: Claude Opus 4.5 Token Rates and Window Limits (#10653)
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* 🤖 feat: Claude Opus 4.5 Token Rates and Window Limits

- Introduced new model 'claude-opus-4-5' with defined prompt and completion values in tokenValues and cacheTokenValues.
- Updated tests to validate prompt, completion, and cache rates for the new model.
- Enhanced model name handling to accommodate variations for 'claude-opus-4-5' across different contexts.
- Adjusted schemas to ensure correct max output token limits for the new model.

* ci: Add tests for "prompt-caching" beta header in Claude Opus 4.5 models

- Implemented tests to verify the addition of the "prompt-caching" beta header for the 'claude-opus-4-5' model and its variations.
- Updated future-proofing logic to ensure correct max token limits for Claude 4.x and 5.x Opus models, adjusting defaults to 64K where applicable.
- Enhanced existing tests to reflect changes in expected max token values for future Claude models.

* chore: Remove redundant max output check for Anthropic settings

- Eliminated the unnecessary check for ANTHROPIC_MAX_OUTPUT in the anthropicSettings schema, streamlining the logic for handling max output values.
2025-11-24 16:30:56 -05:00
Danny Avila
8b9afd5965
🤖 feat: Gemini 3 Support (#10584)
* feat: Add support for  model in token configurations and tests

* chore: Update @librechat/agents to version 3.0.26 in package.json and package-lock.json
2025-11-19 15:05:37 -05:00
Danny Avila
36f0365fd4
🧮 feat: Enhance Model Pricing Coverage and Pattern Matching (#10173)
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* updated gpt5-pro

it is here and on openrouter
https://platform.openai.com/docs/models/gpt-5-pro

* feat: Add gpt-5-pro pricing
- Implemented handling for the new gpt-5-pro model in the getValueKey function.
- Updated tests to ensure correct behavior for gpt-5-pro across various scenarios.
- Adjusted token limits and multipliers for gpt-5-pro in the tokens utility files.
- Enhanced model matching functionality to include gpt-5-pro variations.

* refactor: optimize model pricing and validation logic

- Added new model pricing entries for llama2, llama3, and qwen variants in tx.js.
- Updated tokenValues to include additional models and their pricing structures.
- Implemented validation tests in tx.spec.js to ensure all models resolve correctly to pricing.
- Refactored getValueKey function to improve model matching and resolution efficiency.
- Removed outdated model entries from tokens.ts to streamline pricing management.

* fix: add missing pricing

* chore: update model pricing for qwen and gemma variants

* chore: update model pricing and add validation for context windows

- Removed outdated model entries from tx.js and updated tokenValues with new models.
- Added a test in tx.spec.js to ensure all models with pricing have corresponding context windows defined in tokens.ts.
- Introduced 'command-text' model pricing in tokens.ts to maintain consistency across model definitions.

* chore: update model names and pricing for AI21 and Amazon models

- Refactored model names in tx.js for AI21 and Amazon models to remove versioning and improve consistency.
- Updated pricing values in tokens.ts to reflect the new model names.
- Added comprehensive tests in tx.spec.js to validate pricing for both short and full model names across AI21 and Amazon models.

* feat: add pricing and validation for Claude Haiku 4.5 model

* chore: increase default max context tokens to 18000 for agents

* feat: add Qwen3 model pricing and validation tests

* chore: reorganize and update Qwen model pricing in tx.js and tokens.ts

---------

Co-authored-by: khfung <68192841+khfung@users.noreply.github.com>
2025-10-19 15:23:27 +02:00
Danny Avila
c9103a1708
🤖 feat: Add Z.AI GLM Context Window & Pricing (#9979)
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* fix: update @librechat/agents to v2.4.83 to handle reasoning edge case encountered with GLM models

* feat: GLM Context Window & Pricing Support

* feat: Add support for glm4 model in token values and tests
2025-10-05 09:08:29 -04:00
Danny Avila
7288449011
🫴 refactor: Add Broader Support for GPT-OSS Naming (#9978)
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2025-10-05 07:02:09 -04:00
linnil1
0b2fde73e3
❇️ feat: Add Gemini 2.5 Default Models & Pricing (#9892)
* feat: Add Gemini 2.5 models support

* feat: Remove deprecated Gemini models
2025-09-29 21:23:28 -04:00
Danny Avila
430557676d
feat: GPT-5 Token Limits, Rates, Icon, Reasoning Support 2025-08-07 16:23:11 -04:00
Danny Avila
d95d8032cc
feat: GPT-OSS models Token Limits & Rates 2025-08-07 16:23:10 -04:00
Danny Avila
1e4f1f780c
🔑 feat: Grok 4 Pricing and Token Limits (#8395)
* 🔑 feat: Grok 4 Pricing and Token Limits

* 🔑 feat: Update Grok 3 Pricing for Mini and Fast Models
2025-07-11 03:24:13 -04:00
Danny Avila
a2f330e6ca
🦾 feat: Claude-4 Support (#7509)
* refactor: Update AnthropicClient to support Claude model naming changes

* Renamed `isClaude3` to `isClaudeLatest` to accommodate newer Claude models.
* Updated logic to determine if the model is part of the Claude family.
* Adjusted `useMessages` property to reflect the new model naming convention.
* Cleaned up client properties during disposal to match the updated naming.

* feat: Claude-4 Support

* feat: Add Thinking and Prompt caching support for Claude 4

* chore: Update ANTHROPIC_MODELS in .env.example for latest model versions
2025-05-22 15:00:44 -04:00
Danny Avila
66093b1eb3
💬 refactor: MCP Chat Visibility Option, Google Rates, Remove OpenAPI Plugins (#7286)
* fix: Update Gemini 2.5 Pro Preview Model Name in Token Values

* refactor: Update DeleteButton to close menu when deletion is successful

* refactor: Add unmountOnHide prop to DropdownPopup in multiple components

* chore: linting

* chore: linting

* feat: Add `chatMenu` option for MCP Servers to control visibility in MCPSelect dropdown

* refactor: Update loadManifestTools to return combined tool manifest with MCP tools first

* chore: remove deprecated openapi plugins

* chore: linting

* chore(AgentClient): linting, remove unnecessary `checkVisionRequest` logger

* refactor(AuthService): change logoutUser logging from error to debug level

* chore: new Gemini models token values and rates

* chore(AskController): linting
2025-05-08 12:12:36 -04:00
Danny Avila
52f146dd97
🤖 feat: Support o4-mini and o3 Models (#6928)
* feat: Add support for new OpenAI models (o4-mini, o3) and update related logic

* 🔧 fix: Rename 'resubmitFiles' to 'isResubmission' for consistency across types and hooks

* 🔧 fix: Replace hardcoded 'pending_req' with CacheKeys.PENDING_REQ for consistency in cache handling

* 🔧 fix: Update cache handling to use Time.ONE_MINUTE instead of hardcoded TTL and streamline imports

* 🔧 fix: Enhance message handling logic to correctly identify parent messages and streamline imports in useSSE
2025-04-17 00:40:26 -04:00
Danny Avila
52b3ed54ca
🤖 feat: GPT-4.1 (#6880)
* fix: Agent Builder setting not applying in useSideNavLinks

* fix: Remove unused type imports in useSideNavLinks

* feat: gpt-4.1

* fix: Update getCacheMultiplier and getMultiplier tests to use dynamic token values

* feat: Add gpt-4.1 to the list of vision models

* chore: Bump version of librechat-data-provider to 0.7.792
2025-04-14 14:55:59 -04:00
Danny Avila
37964975c1
🤖 refactor: Improve Agents Memory Usage, Bump Keyv, Grok 3 (#6850)
* chore: remove unused redis file

* chore: bump keyv dependencies, and update related imports

* refactor: Implement IoRedis client for rate limiting across middleware, as node-redis via keyv not compatible

* fix: Set max listeners to expected amount

* WIP: memory improvements

* refactor: Simplify getAbortData assignment in createAbortController

* refactor: Update getAbortData to use WeakRef for content management

* WIP: memory improvements in agent chat requests

* refactor: Enhance memory management with finalization registry and cleanup functions

* refactor: Simplify domainParser calls by removing unnecessary request parameter

* refactor: Update parameter types for action tools and agent loading functions to use minimal configs

* refactor: Simplify domainParser tests by removing unnecessary request parameter

* refactor: Simplify domainParser call by removing unnecessary request parameter

* refactor: Enhance client disposal by nullifying additional properties to improve memory management

* refactor: Improve title generation by adding abort controller and timeout handling, consolidate request cleanup

* refactor: Update checkIdleConnections to skip current user when checking for idle connections if passed

* refactor: Update createMCPTool to derive userId from config and handle abort signals

* refactor: Introduce createTokenCounter function and update tokenCounter usage; enhance disposeClient to reset Graph values

* refactor: Update getMCPManager to accept userId parameter for improved idle connection handling

* refactor: Extract logToolError function for improved error handling in AgentClient

* refactor: Update disposeClient to clear handlerRegistry and graphRunnable references in client.run

* refactor: Extract createHandleNewToken function to streamline token handling in initializeClient

* chore: bump @librechat/agents

* refactor: Improve timeout handling in addTitle function for better error management

* refactor: Introduce createFetch instead of using class method

* refactor: Enhance client disposal and request data handling in AskController and EditController

* refactor: Update import statements for AnthropicClient and OpenAIClient to use specific paths

* refactor: Use WeakRef for response handling in SplitStreamHandler to prevent memory leaks

* refactor: Simplify client disposal and rename getReqData to processReqData in AskController and EditController

* refactor: Improve logging structure and parameter handling in OpenAIClient

* refactor: Remove unused GraphEvents and improve stream event handling in AnthropicClient and OpenAIClient

* refactor: Simplify client initialization in AskController and EditController

* refactor: Remove unused mock functions and implement in-memory store for KeyvMongo

* chore: Update dependencies in package-lock.json to latest versions

* refactor: Await token usage recording in OpenAIClient to ensure proper async handling

* refactor: Remove handleAbort route from multiple endpoints and enhance client disposal logic

* refactor: Enhance abort controller logic by managing abortKey more effectively

* refactor: Add newConversation handling in useEventHandlers for improved conversation management

* fix: dropparams

* refactor: Use optional chaining for safer access to request properties in BaseClient

* refactor: Move client disposal and request data processing logic to cleanup module for better organization

* refactor: Remove aborted request check from addTitle function for cleaner logic

* feat: Add Grok 3 model pricing and update tests for new models

* chore: Remove trace warnings and inspect flags from backend start script used for debugging

* refactor: Replace user identifier handling with userId for consistency across controllers, use UserId in clientRegistry

* refactor: Enhance client disposal logic to prevent memory leaks by clearing additional references

* chore: Update @librechat/agents to version 2.4.14 in package.json and package-lock.json
2025-04-12 18:46:36 -04:00
Danny Avila
d6a17784dc
🔗 feat: Agent Chain (Mixture-of-Agents) (#6374)
* wip: first pass, dropdown for selecting sequential agents

* refactor: Improve agent selection logic and enhance performance in SequentialAgents component

* wip: seq. agents working ideas

* wip: sequential agents style change

* refactor: move agent form options/submission outside of AgentConfig

* refactor: prevent repeating code

* refactor: simplify current agent display in SequentialAgents component

* feat: persist  form value handling in AgentSelect component for agent_ids

* feat: first pass, sequential agnets agent update

* feat: enhance message display with agent updates and empty text handling

* chore: update Icon component to use EModelEndpoint for agent endpoints

* feat: update content type checks in BaseClient to use constants for better readability

* feat: adjust max context tokens calculation to use 90% of the model's max tokens

* feat: first pass, agent run message pruning

* chore: increase max listeners for abort controller to prevent memory leaks

* feat: enhance runAgent function to include current index count map for improved token tracking

* chore: update @librechat/agents dependency to version 2.2.5

* feat: update icons and style of SequentialAgents component for improved UI consistency

* feat: add AdvancedButton and AdvancedPanel components for enhanced agent settings navigation, update styling for agent form

* chore: adjust minimum height of AdvancedPanel component for better layout consistency

* chore: update @librechat/agents dependency to version 2.2.6

* feat: enhance message formatting by incorporating tool set into agent message processing, in order to allow better mix/matching of agents (as tool calls for tools not found in set will be stringified)

* refactor: reorder components in AgentConfig for improved readability and maintainability

* refactor: enhance layout of AgentUpdate component for improved visual structure

* feat: add DeepSeek provider to Bedrock settings and schemas

* feat: enhance link styling in mobile.css for better visibility and accessibility

* fix: update banner model import in update banner script; export Banner model

* refactor: `duplicateAgentHandler` to include tool_resources only for OCR context files

* feat: add 'qwen-vl' to visionModels for enhanced model support

* fix: change image format from JPEG to PNG in DALLE3 response

* feat: reorganize Advanced components and add localizations

* refactor: simplify JSX structure in AgentChain component to defer container styling to parent

* feat: add FormInput component for reusable input handling

* feat: make agent recursion limit configurable from builder

* feat: add support for agent capabilities chain in AdvancedPanel and update data-provider version

* feat: add maxRecursionLimit configuration for agents and update related documentation

* fix: update CONFIG_VERSION to 1.2.3 in data provider configuration

* feat: replace recursion limit input with MaxAgentSteps component and enhance input handling

* feat: enhance AgentChain component with hover card for additional information and update related labels

* fix: pass request and response objects to `createActionTool` when using assistant actions to prevent auth error

* feat: update AgentChain component layout to include agent count display

* feat: increase default max listeners and implement capability check function for agent chain

* fix: update link styles in mobile.css for better visibility in dark mode

* chore: temp. remove agents package while bumping shared packages

* chore: update @langchain/google-genai package to version 0.1.11

* chore: update @langchain/google-vertexai package to version 0.2.2

* chore: add @librechat/agents package at version 2.2.8

* feat: add deepseek.r1 model with token rate and context values for bedrock
2025-03-17 16:43:44 -04:00
Danny Avila
2293cd667e
🚀 feat: GPT-4.5, Anthropic Tool Header, and OpenAPI Ref Resolution (#6118)
* 🔧 refactor: Update settings to use 'as const' for improved type safety and make gpt-4o-mini default model (cheapest)

* 📖 docs: Update README to reflect support for GPT-4.5 in image analysis feature

* 🔧 refactor: Update model handling to use default settings and improve encoding logic

* 🔧 refactor: Enhance model version extraction logic for improved compatibility with future GPT and omni models

* feat: GPT-4.5 tx/token update, vision support

* fix: $ref resolution logic in OpenAPI handling

* feat: add new 'anthropic-beta' header for Claude 3.7 to include token-efficient tools; ref: https://docs.anthropic.com/en/docs/build-with-claude/tool-use/token-efficient-tool-use
2025-02-28 12:19:21 -05:00
Danny Avila
50e8769340
🚀 feat: Claude 3.7 Support + Reasoning (#6008)
* fix: missing console color methods for admin scripts

* feat: Anthropic Claude 3.7 Sonnet Support

* feat: update eventsource to version 3.0.2 and upgrade @modelcontextprotocol/sdk to 1.4.1

* fix: update DynamicInput to handle number type and improve initial value logic

* feat: first pass Anthropic Reasoning (Claude 3.7)

* feat: implement streaming support in AnthropicClient with reasoning UI handling

* feat: add missing xAI (grok) models
2025-02-24 20:08:55 -05:00
Danny Avila
63afb317c6
🚀 fix: Resolve Google Client Issues, CDN Screenshots, Update Models (#5703)
* 🤖 refactor: streamline model selection logic for title model in GoogleClient

* refactor: add options for empty object schemas in convertJsonSchemaToZod

* refactor: add utility function to check for empty object schemas in convertJsonSchemaToZod

* fix: Google MCP Tool errors, and remove Object Unescaping as Google fixed this

* fix: google safetySettings

* feat: add safety settings exclusion via GOOGLE_EXCLUDE_SAFETY_SETTINGS environment variable

* fix: rename environment variable for console JSON string length

* fix: disable portal for dropdown in ExportModal component

* fix: screenshot functionality to use image placeholder for remote images

* feat: add visionMode property to BaseClient and initialize in GoogleClient to fix resendFiles issue

* fix: enhance formatMessages to include image URLs in message content for Vertex AI

* fix: safety settings for titleChatCompletion

* fix: remove deprecated model assignment in GoogleClient and streamline title model retrieval

* fix: remove unused image preloading logic in ScreenshotContext

* chore: update default google models to latest models shared by vertex ai and gen ai

* refactor: enhance Google error messaging

* fix: update token values and model limits for Gemini models

* ci: fix model matching

* chore: bump version of librechat-data-provider to 0.7.699
2025-02-06 18:13:18 -05:00
Danny Avila
87383fec27
🔧 chore: Update Deepseek Pricing, Google Safety Settings (#5409)
* fix: google-thinking model safety settings fix

* chore: update pricing/context for deepseek models

* ci: update Deepseek model token limits to use dynamic mapping
2025-01-22 07:50:09 -05:00
Danny Avila
ebae494337
🤖 feat: Support for new AWS Nova Models & Updated Anthropic Rates (#4852)
* updated Claude 3.5 Haiku pricing

https://www.anthropic.com/pricing#anthropic-api
Claude 3.5 Haiku
$0.80 / MTok
Input
$1 / MTok
Prompt caching write
$0.08 / MTok
Prompt caching read
$4 / MTok
Output

* Update tx.js

* refactor: fix tests for cache multiplier and add new AWS models

---------

Co-authored-by: khfung <68192841+khfung@users.noreply.github.com>
2024-12-03 22:25:15 -05:00
Danny Avila
fc41032923
🤖 feat: Claude 3.5 Haiku (#4629) 2024-11-04 15:10:24 -05:00
Hongkai Ye
bf5b87e0b2
🪙 feat: Update token value for gpt-4o (#4387) 2024-10-11 08:27:29 -04:00
Danny Avila
d59b62174f
🪨 feat: AWS Bedrock support (#3935)
* feat: Add BedrockIcon component to SVG library

* feat: EModelEndpoint.bedrock

* feat: first pass, bedrock chat. note: AgentClient is returning `agents` as conversation.endpoint

* fix: declare endpoint in initialization step

* chore: Update @librechat/agents dependency to version 1.4.5

* feat: backend content aggregation for agents/bedrock

* feat: abort agent requests

* feat: AWS Bedrock icons

* WIP: agent provider schema parsing

* chore: Update EditIcon props type

* refactor(useGenerationsByLatest): make agents and bedrock editable

* refactor: non-assistant message content, parts

* fix: Bedrock response `sender`

* fix: use endpointOption.model_parameters not endpointOption.modelOptions

* fix: types for step handler

* refactor: Update Agents.ToolCallDelta type

* refactor: Remove unnecessary assignment of parentMessageId in AskController

* refactor: remove unnecessary assignment of parentMessageId (agent request handler)

* fix(bedrock/agents): message regeneration

* refactor: dynamic form elements using react-hook-form Controllers

* fix: agent icons/labels for messages

* fix: agent actions

* fix: use of new dynamic tags causing application crash

* refactor: dynamic settings touch-ups

* refactor: update Slider component to allow custom track class name

* refactor: update DynamicSlider component styles

* refactor: use Constants value for GLOBAL_PROJECT_NAME (enum)

* feat: agent share global methods/controllers

* fix: agents query

* fix: `getResponseModel`

* fix: share prompt a11y issue

* refactor: update SharePrompt dialog theme styles

* refactor: explicit typing for SharePrompt

* feat: add agent roles/permissions

* chore: update @librechat/agents dependency to version 1.4.7 for tool_call_ids edge case

* fix(Anthropic): messages.X.content.Y.tool_use.input: Input should be a valid dictionary

* fix: handle text parts with tool_call_ids and empty text

* fix: role initialization

* refactor: don't make instructions required

* refactor: improve typing of Text part

* fix: setShowStopButton for agents route

* chore: remove params for now

* fix: add streamBuffer and streamRate to help prevent 'Overloaded' errors from Anthropic API

* refactor: remove console.log statement in ContentRender component

* chore: typing, rename Context to Delete Button

* chore(DeleteButton): logging

* refactor(Action): make accessible

* style(Action): improve a11y again

* refactor: remove use/mention of mongoose sessions

* feat: first pass, sharing agents

* feat: visual indicator for global agent, remove author when serving to non-author

* wip: params

* chore: fix typing issues

* fix(schemas): typing

* refactor: improve accessibility of ListCard component and fix console React warning

* wip: reset templates for non-legacy new convos

* Revert "wip: params"

This reverts commit f8067e91d4.

* Revert "refactor: dynamic form elements using react-hook-form Controllers"

This reverts commit 2150c4815d.

* fix(Parameters): types and parameter effect update to only update local state to parameters

* refactor: optimize useDebouncedInput hook for better performance

* feat: first pass, anthropic bedrock params

* chore: paramEndpoints check for endpointType too

* fix: maxTokens to use coerceNumber.optional(),

* feat: extra chat model params

* chore: reduce code repetition

* refactor: improve preset title handling in SaveAsPresetDialog component

* refactor: improve preset handling in HeaderOptions component

* chore: improve typing, replace legacy dialog for SaveAsPresetDialog

* feat: save as preset from parameters panel

* fix: multi-search in select dropdown when using Option type

* refactor: update default showDefault value to false in Dynamic components

* feat: Bedrock presets settings

* chore: config, fix agents schema, update config version

* refactor: update AWS region variable name in bedrock options endpoint to BEDROCK_AWS_DEFAULT_REGION

* refactor: update baseEndpointSchema in config.ts to include baseURL property

* refactor: update createRun function to include req parameter and set streamRate based on provider

* feat: availableRegions via config

* refactor: remove unused demo agent controller file

* WIP: title

* Update @librechat/agents to version 1.5.0

* chore: addTitle.js to handle empty responseText

* feat: support images and titles

* feat: context token updates

* Refactor BaseClient test to use expect.objectContaining

* refactor: add model select, remove header options params, move side panel params below prompts

* chore: update models list, catch title error

* feat: model service for bedrock models (env)

* chore: Remove verbose debug log in AgentClient class following stream

* feat(bedrock): track token spend; fix: token rates, value key mapping for AWS models

* refactor: handle streamRate in `handleLLMNewToken` callback

* chore: AWS Bedrock example config in `.env.example`

* refactor: Rename bedrockMeta to bedrockGeneral in settings.ts and use for AI21 and Amazon Bedrock providers

* refactor: Update `.env.example` with AWS Bedrock model IDs URL and additional notes

* feat: titleModel support for bedrock

* refactor: Update `.env.example` with additional notes for AWS Bedrock model IDs
2024-09-09 12:06:59 -04:00
Danny Avila
f742b9972e
🏷️ chore: Add Unofficial Naming Variation for Claude-3.5-Sonnet (#3800) 2024-08-27 09:07:04 -04:00
Danny Avila
a45b384bbc
💾 feat: Anthropic Prompt Caching (#3670)
* wip: initial cache control implementation, add typing for transactions handling

* feat: first pass of Anthropic Prompt Caching

* feat: standardize stream usage as pass in when calculating token counts

* feat: Add getCacheMultiplier function to calculate cache multiplier for different valueKeys and cacheTypes

* chore: imports order

* refactor: token usage recording in AnthropicClient, no need to "correct" as we have the correct amount

* feat: more accurate token counting using stream usage data

* feat: Improve token counting accuracy with stream usage data

* refactor: ensure more accurate than not token estimations if custom instructions or files are not being resent with every request

* refactor: cleanup updateUserMessageTokenCount to allow transactions to be as accurate as possible even if we shouldn't update user message token counts

* ci: fix tests
2024-08-17 03:24:09 -04:00
Danny Avila
16c9aed1bb
🤖 feat: Recognize chatgpt-4o-latest, update default OpenAI Models (#3667)
* 🤖 feat: recognize chatgpt-4o-latest, update default OpenAI models

* chore: Bump data-provider version to 0.7.412
2024-08-16 15:28:17 -04:00
Danny Avila
e05a6d306d
🪙 feat: Update Token Values for gpt-4o-2024-08-06 and AWS Models (#3594)
* feat: gpt-4o-2024-08-06 pricing for tx

* feat: add AWS models to tokenValues in tx.js for pricing transactions

* feat: Update tokenValues in tx.js for AWS models pricing

* refactor: add bedrock prefix values as well (temporary until we update value keys which includes context)
2024-08-08 23:31:07 -04:00
Marco Beretta
ee4dd1b2e9
🚀 feat: gpt-4o-mini (#3384)
* feat: `gpt-4o-mini`

* feat: retrival

* fix: Update order of model token values for 'gpt-4o' and 'gpt-4o-mini'

* fix: Update order of model token values for 'gpt-4o' and 'gpt-4o-mini'

* fix: Update order of model token values for 'gpt-4o' and 'gpt-4o-mini'

* fix: add jsdoc

* fix: Update order of model token values for 'gpt-4o' and 'gpt-4o-mini'

---------

Co-authored-by: Danny Avila <danny@librechat.ai>
2024-07-19 07:59:07 -04:00
Danny Avila
54db67449a
🧠 feat: claude-3-5-sonnet (#3135)
* 🧠 feat: claude-3-5-sonnet

* chore: bump data-provider
2024-06-20 20:48:15 -04:00
Danny Avila
638ac5bba6
🚀 feat: gpt-4o (#2692)
* 🚀 feat: gpt-4o

* update readme.md

* feat: Add new test case for getMultiplier function

* feat: Refactor getMultiplier function to use valueKey variable
2024-05-13 14:25:02 -04:00
Danny Avila
3df4fac118
v0.7.1 (#2502)
* chore: make openai package definition explicit

*  v0.7.1

* chore: gpt-4-vision correct context length

* add `llava` to vision models list
2024-04-23 08:57:20 -04:00
Danny Avila
8479ac7293
🚀 feat: Support for GPT-3.5 Turbo/0125 Model (#1704)
* 🚀 feat: Support for GPT-3.5 Turbo/0125 Model

* ci: fix tx test
2024-02-02 01:01:11 -05:00
Danny Avila
fcbaa74e4a
🚀 feat: Support for GPT-4 Turbo/0125 Models (#1643) 2024-01-25 22:57:18 -05:00
Danny Avila
48c087cc06
chore: add token rate support for 11/06 models (#1146)
* chore: update model rates with 11/06 rates

* chore: add new models to env.example for OPENAI_MODELS

* chore: reference actual maxTokensMap in ci tests
2023-11-06 15:26:16 -05:00
Danny Avila
c0e2c58c03 chore(ci): update test to new rates 2023-10-06 14:01:08 -04:00
Danny Avila
599d70f1de fix(getMultiplier): correct rate for gpt-4 context 2023-10-06 14:01:08 -04:00
Danny Avila
365c39c405
feat: Accurate Token Usage Tracking & Optional Balance (#1018)
* refactor(Chains/llms): allow passing callbacks

* refactor(BaseClient): accurately count completion tokens as generation only

* refactor(OpenAIClient): remove unused getTokenCountForResponse, pass streaming var and callbacks in initializeLLM

* wip: summary prompt tokens

* refactor(summarizeMessages): new cut-off strategy that generates a better summary by adding context from beginning, truncating the middle, and providing the end
wip: draft out relevant providers and variables for token tracing

* refactor(createLLM): make streaming prop false by default

* chore: remove use of getTokenCountForResponse

* refactor(agents): use BufferMemory as ConversationSummaryBufferMemory token usage not easy to trace

* chore: remove passing of streaming prop, also console log useful vars for tracing

* feat: formatFromLangChain helper function to count tokens for ChatModelStart

* refactor(initializeLLM): add role for LLM tracing

* chore(formatFromLangChain): update JSDoc

* feat(formatMessages): formats langChain messages into OpenAI payload format

* chore: install openai-chat-tokens

* refactor(formatMessage): optimize conditional langChain logic
fix(formatFromLangChain): fix destructuring

* feat: accurate prompt tokens for ChatModelStart before generation

* refactor(handleChatModelStart): move to callbacks dir, use factory function

* refactor(initializeLLM): rename 'role' to 'context'

* feat(Balance/Transaction): new schema/models for tracking token spend
refactor(Key): factor out model export to separate file

* refactor(initializeClient): add req,res objects to client options

* feat: add-balance script to add to an existing users' token balance
refactor(Transaction): use multiplier map/function, return balance update

* refactor(Tx): update enum for tokenType, return 1 for multiplier if no map match

* refactor(Tx): add fair fallback value multiplier incase the config result is undefined

* refactor(Balance): rename 'tokens' to 'tokenCredits'

* feat: balance check, add tx.js for new tx-related methods and tests

* chore(summaryPrompts): update prompt token count

* refactor(callbacks): pass req, res
wip: check balance

* refactor(Tx): make convoId a String type, fix(calculateTokenValue)

* refactor(BaseClient): add conversationId as client prop when assigned

* feat(RunManager): track LLM runs with manager, track token spend from LLM,
refactor(OpenAIClient): use RunManager to create callbacks, pass user prop to langchain api calls

* feat(spendTokens): helper to spend prompt/completion tokens

* feat(checkBalance): add helper to check, log, deny request if balance doesn't have enough funds
refactor(Balance): static check method to return object instead of boolean now
wip(OpenAIClient): implement use of checkBalance

* refactor(initializeLLM): add token buffer to assure summary isn't generated when subsequent payload is too large
refactor(OpenAIClient): add checkBalance
refactor(createStartHandler): add checkBalance

* chore: remove prompt and completion token logging from route handler

* chore(spendTokens): add JSDoc

* feat(logTokenCost): record transactions for basic api calls

* chore(ask/edit): invoke getResponseSender only once per API call

* refactor(ask/edit): pass promptTokens to getIds and include in abort data

* refactor(getIds -> getReqData): rename function

* refactor(Tx): increase value if incomplete message

* feat: record tokenUsage when message is aborted

* refactor: subtract tokens when payload includes function_call

* refactor: add namespace for token_balance

* fix(spendTokens): only execute if corresponding token type amounts are defined

* refactor(checkBalance): throws Error if not enough token credits

* refactor(runTitleChain): pass and use signal, spread object props in create helpers, and use 'call' instead of 'run'

* fix(abortMiddleware): circular dependency, and default to empty string for completionTokens

* fix: properly cancel title requests when there isn't enough tokens to generate

* feat(predictNewSummary): custom chain for summaries to allow signal passing
refactor(summaryBuffer): use new custom chain

* feat(RunManager): add getRunByConversationId method, refactor: remove run and throw llm error on handleLLMError

* refactor(createStartHandler): if summary, add error details to runs

* fix(OpenAIClient): support aborting from summarization & showing error to user
refactor(summarizeMessages): remove unnecessary operations counting summaryPromptTokens and note for alternative, pass signal to summaryBuffer

* refactor(logTokenCost -> recordTokenUsage): rename

* refactor(checkBalance): include promptTokens in errorMessage

* refactor(checkBalance/spendTokens): move to models dir

* fix(createLanguageChain): correctly pass config

* refactor(initializeLLM/title): add tokenBuffer of 150 for balance check

* refactor(openAPIPlugin): pass signal and memory, filter functions by the one being called

* refactor(createStartHandler): add error to run if context is plugins as well

* refactor(RunManager/handleLLMError): throw error immediately if plugins, don't remove run

* refactor(PluginsClient): pass memory and signal to tools, cleanup error handling logic

* chore: use absolute equality for addTitle condition

* refactor(checkBalance): move checkBalance to execute after userMessage and tokenCounts are saved, also make conditional

* style: icon changes to match official

* fix(BaseClient): getTokenCountForResponse -> getTokenCount

* fix(formatLangChainMessages): add kwargs as fallback prop from lc_kwargs, update JSDoc

* refactor(Tx.create): does not update balance if CHECK_BALANCE is not enabled

* fix(e2e/cleanUp): cleanup new collections, import all model methods from index

* fix(config/add-balance): add uncaughtException listener

* fix: circular dependency

* refactor(initializeLLM/checkBalance): append new generations to errorMessage if cost exceeds balance

* fix(handleResponseMessage): only record token usage in this method if not error and completion is not skipped

* fix(createStartHandler): correct condition for generations

* chore: bump postcss due to moderate severity vulnerability

* chore: bump zod due to low severity vulnerability

* chore: bump openai & data-provider version

* feat(types): OpenAI Message types

* chore: update bun lockfile

* refactor(CodeBlock): add error block formatting

* refactor(utils/Plugin): factor out formatJSON and cn to separate files (json.ts and cn.ts), add extractJSON

* chore(logViolation): delete user_id after error is logged

* refactor(getMessageError -> Error): change to React.FC, add token_balance handling, use extractJSON to determine JSON instead of regex

* fix(DALL-E): use latest openai SDK

* chore: reorganize imports, fix type issue

* feat(server): add balance route

* fix(api/models): add auth

* feat(data-provider): /api/balance query

* feat: show balance if checking is enabled, refetch on final message or error

* chore: update docs, .env.example with token_usage info, add balance script command

* fix(Balance): fallback to empty obj for balance query

* style: slight adjustment of balance element

* docs(token_usage): add PR notes
2023-10-05 18:34:10 -04:00