* Implement Unix username standard validations on username creation and updating.
* Remove leading underscore permissibility | Replace hardcoded username rules with a centralized USERNAME_REQUIREMENTS_TEXT for better maintainability.
* Add username requirements translations for invite and admin user creation | Replace hardcoded username requirements with localized strings in user modals
* Refactor username requirements localization
* Remove unneeded comment | Move Regex comment to validator fn
* Remove username validation utility function to keep validation responsibilities on the server | Allow onboarding flow multi-user mode username creation step to send pre-validated credentials to server.
* Enhance error handling in system endpoints by returning a JSON response with error details instead of a plain status for internal server errors.
* Update username requirement localization in AccountModal and UserSetup components to use centralized translation key.
* test enforcements
allow users to keep existing usernames without collision
* Normalize Translations (#4861)
* normalize translations
* add translations
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Migrate Astra to class (#4722)
migrate astra to class
* Migrate LanceDB to class (#4721)
migrate lancedb to class
* Migrate Pinecone to class (#4726)
migrate pinecone to class
* Migrate Zilliz to class (#4729)
migrate zilliz to class
* Migrate Weaviate to class (#4728)
migrate weaviate to class
* Migrate Qdrant to class (#4727)
migrate qdrant to class
* Migrate Milvus to class (#4725)
migrate milvus to class
* Migrate Chroma to class (#4723)
migrate chroma to class
* Migrate Chroma Cloud to class (#4724)
* migrate chroma to class
* migrate chroma cloud to class
* move limits to class field
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Migrate PGVector to class (#4730)
* migrate pgvector to class
* patch pgvector test
* convert connectionString, tableName, and validateConnection to static methods
* move instance properties to class fields
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Refactor Zilliz Cloud vector DB provider (#4749)
simplify zilliz implementation by using milvus as base class
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* VectorDatabase base class (#4738)
create generic VectorDatabase base class
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Extend VectorDatabase base class to all providers (#4755)
extend VectorDatabase base class to all providers
* patch lancedb import
* breakout name and add generic logger
* dev tag build
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* Fix system prompt variable color logic by removing unused variable type from switch statement and adding new types.
* Add workspace id, name and user id as default system prompt variables
* Combine user and workspace variable evaluations into a single if statment, reducing redundant code.
* minor refactor
* add systemPromptVariable expandSystemPromptVariables test cases
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Co-authored-by: timothycarambat <rambat1010@gmail.com>
* Fix JSDOC for updateOrCreateCollection
* Add sanitizeForJsonb method to PGVector for safe JSONB handling
This new method recursively sanitizes values intended for JSONB storage, removing disallowed control characters and ensuring safe insertion into PostgreSQL. The method is integrated into the vector insertion process to sanitize metadata before database operations.
* Add unit tests for PGVector.sanitizeForJsonb method
This commit introduces a comprehensive test suite for the PGVector.sanitizeForJsonb method, ensuring it correctly handles various input types, including null, undefined, strings with disallowed control characters, objects, arrays, and Date objects. The tests verify that the method sanitizes inputs without mutating the original data structures.
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Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
* export image support for json and jsonl
* add tests and cleanup functionality
* add test for convertTo prepare function
* comment
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Co-authored-by: timothycarambat <rambat1010@gmail.com>
* WIP on embedder selection
TODO: apply splitting and query prefixes (if applicable)
* wip on upsert
* Support base model
support nomic-text-embed-v1
support multilingual-e5-small
Add prefixing for both embedding and query for RAG tasks
Add chunking prefix to all vector dbs to apply prefix when possible
Show dropdown and auto-pull on new selection
* norm translations
* move supported models to constants
handle null seelction or invalid selection on dropdown
update comments
* dev
* patch text splitter maximums for now
* normalize translations
* add tests for splitter functionality
* normalize
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Co-authored-by: shatfield4 <seanhatfield5@gmail.com>
* fix multimodal chats via openai compat api
* lint
* add tests for multi-modal content in openai compat endpoint
* refactor to normalize how openai attachments are handled
* uncheck file
* rewrite tests, autodetect mime from dataurl, and spread attachments from prompt
* lint
* revert and fix tests
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Co-authored-by: timothycarambat <rambat1010@gmail.com>
* implement json parser for agent flow to allow dot notation and array access
* lint
* patch parser for pathing on objects
add tests for cases
* Move webscraping deps to closure
update tests to not modify env since no longer needed
do not modify paths with spaces - could be text key with spaces
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Co-authored-by: timothycarambat <rambat1010@gmail.com>
