* add a unified language model component with a few providers
* [autofix.ci] apply automated fixes
* fix errors and add tests
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Edwin Jose <edwin.jose@datastax.com>
* Added decorator, decorator test, and modified supported vector stores
* Renamed module file name to reflect that this is for generic use, not use for graph rag
* Updated docsstring
* Improved documentation and modification to UT to support graph rag
* Remove extra file from PR
* rollback vector store template
* [autofix.ci] apply automated fixes
---------
Co-authored-by: Nadir J <31660040+NadirJ@users.noreply.github.com>
Co-authored-by: cristhianzl <cristhian.lousa@gmail.com>
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* refactor: Simplify parameter building in Vertex class using ParameterHandler
* feat: Add unit tests for ParameterHandler class and organize test structure
* refactor: rename openai.py to openai_chat_model.py to avoid overlapping names
- Introduced a new OpenAIModelComponent class to facilitate text generation using OpenAI's language models.
- Implemented various input fields including max_tokens, model_kwargs, json_mode, model_name, openai_api_base, api_key, temperature, and seed for enhanced configurability.
- Added methods for building the model and handling exceptions from OpenAI API calls.
- This component enhances the existing framework by integrating OpenAI's capabilities, allowing users to generate text with customizable parameters.
* refactor: update OpenAIModelComponent import paths to use openai_chat_model
- Changed import statements in model_input_constants.py, __init__.py, and test_tool_calling_agent.py to reflect the new OpenAIModelComponent location.
- This refactor improves code organization and clarity by ensuring consistent usage of the updated component structure.
* fix(param_handler): add error handling for invalid field types
- Introduced a ValueError exception for invalid field types in the ParameterHandler class.
- This change enhances robustness by ensuring that only valid field types are processed, improving error reporting for developers.
* feat: Support list-based file path handling in ParameterHandler
* test: Add comprehensive tests for ParameterHandler field processing
* feat: Enhance field skipping logic in ParameterHandler
Add support for skipping fields with type "other" in the parameter handling process
* refactor: Simplify storage service initialization and edge parameter processing
* refactor: Modernize parameter handling with pattern matching
Improve type handling and conversion in ParameterHandler by:
- Replacing conditional logic with pattern matching
- Simplifying type conversion for various field types
- Reducing nested conditionals
- Enhancing code readability and maintainability
* refactor: Update type hints for CycleEdge in parameter handling
---------
Co-authored-by: Ítalo Johnny <italojohnnydosanjos@gmail.com>
* URL component improvement - JSON URL
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes (attempt 2/3)
* ♻️ (url.py): refactor URLComponent class to simplify data_dict creation by using dictionary unpacking instead of manual key-value pairs
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes (attempt 2/3)
* 📝 (url.py): improve formatting of info string for DropdownInput in URLComponent class
♻️ (url.py): refactor ensure_url method to simplify logic and improve readability
🐛 (url.py): fix error handling in URLComponent class for invalid JSON content
* [autofix.ci] apply automated fixes
* ✨ (url.py): Add BoolInput and StrInput to support new features in URLComponent
📝 (url.py): Update description in URLComponent to provide more detailed information about its functionality
♻️ (url.py): Refactor update_build_config method in URLComponent to dynamically update fields based on selected format
🐛 (url.py): Fix ensure_url method in URLComponent to ensure valid URLs are provided and handle exceptions properly
🐛 (url.py): Fix fetch_content method in URLComponent to handle cases where no valid URLs are provided and improve error handling
🐛 (url.py): Fix fetch_content_text method in URLComponent to correctly format and clean text output based on selected format and settings
🐛 (url.py): Fix as_dataframe method in URLComponent to return fetched content as a DataFrame object
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes (attempt 2/3)
* ♻️ (url.py): remove unnecessary comments and improve code readability by removing redundant comments and adjusting code structure.
* [autofix.ci] apply automated fixes
* 📝 (url.py): improve readability by splitting long description and info strings into multiple lines
🐛 (url.py): handle cases where invalid URLs or JSON URLs are provided, and provide informative error messages
🐛 (url.py): handle cases where no valid URLs are provided and raise an error with a clear message
* 🔧 (Blog Writer.json, Custom Component Maker.json, Graph Vector Store RAG.json): resolve merge conflicts in JSON files related to the 'format' field options to ensure consistency across starter projects.
* [autofix.ci] apply automated fixes
* 🐛 (url.py): fix validation of JSON content from URLs to ensure correct handling of JSON data
✨ (url.py): introduce async validation of JSON content from URLs using aiohttp to improve performance and reliability
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes (attempt 2/3)
* merge fix
* ✅ (test_audio_file.wav): update test_audio_file.wav to fix binary file differences in the test asset
* 🐛 (test_url_component.py): update error message format to improve clarity and consistency
* update templates
* 🐛 (test_database.py): fix error handling in test_read_flows_components_only_paginated to properly catch and log exceptions during test execution
* 📝 (backend): Add noqa comments to files to ignore specific linting rule A005
🔧 (test_database.py): Remove duplicate import statement for sqlalchemy
♻️ (test_database.py): Refactor test_read_flows_components_only_paginated function for better readability and maintainability
* 🐛 (test_database.py): fix test_read_flows_components_only_paginated to handle exceptions and provide more context in case of failure
* 📝 (test_database.py): remove unnecessary comment to improve code readability and maintainability
* 📝 (backend): Remove unnecessary noqa comments from __init__.py files
🔧 (test_database.py): Refactor test_read_flows_components_only_paginated function for better readability and maintainability
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* fix: enhance data validation in Data model
* fix: Add warning for invalid data format in Data schema
Modify data validation to log a warning when data is not a dictionary, preparing for a future error in version 1.3.0
* ✅ (test_data_class.py): add assertion to check if data attribute is an empty dictionary after calling get_text() method
* 🐛 (data.py): fix issue where values["data"] could be None, causing potential errors in the code. Now ensuring "data" key exists and is initialized as an empty dictionary if it is not present.
---------
Co-authored-by: Cristhian Zanforlin Lousa <cristhian.lousa@gmail.com>
* S3 Bucket Uploader, unit test and module init
* [autofix.ci] apply automated fixes
* Updated UT as per feedback
* Added version control fixture
* [autofix.ci] apply automated fixes
* Style changes requested by reviewer
* Really, 1 extra character?
* Ruf styling
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* Bump ruff version to 0.9.7
* [autofix.ci] apply automated fixes
* refactor: Update Gmail Agent starter project to Langflow 1.2.0
This commit updates the Gmail Agent starter project with new node IDs and configuration reflecting Langflow version 1.2.0. Changes include:
- Updated node identifiers for Agent, ChatInput, ChatOutput, and ComposioAPI
- Refreshed project metadata and version information
- Minor adjustments to node configurations and viewport settings
* [autofix.ci] apply automated fixes
* fix: Revert Gmail Agent name to original
* fix: Remove trailing comma in Gmail Agent JSON
* feat: Add tags to Gmail Agent starter project
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* test: Add session ID parameter to ToolCallingAgentComponent test
* test: Add blocking for langchain_core runnables utility function
* test: Add session ID generation to agent component test
* fix: Safely delete agent message with ID check
Modify error handling in LCAgentComponent to only delete agent message if it has an ID attribute, preventing potential attribute errors
* test: Update ComponentToolkit test to use async start and verify results
Modify the test_component_tool_with_api_key test to:
- Use async_start() method for graph execution
- Add session ID to graph
- Improve result verification with vertex result tracking
- Update import path for ChatOutput component
* test: Skip cycle tests requiring LoopComponent
Update test_cycles.py to:
- Add skip markers for tests that now require a LoopComponent
- Improve error message with snapshots for debugging
- Preserve existing test logic while marking as skipped
* test: Add client fixture to tool calling agent test
Add usefixtures decorator to ensure client is available for the tool calling agent test, improving test setup and reliability
* test: Add client fixture to component tool test with API key
Enhance test_component_toolkit.py by adding the client fixture to the test_component_tool_with_api_key method, ensuring proper test setup for API key-dependent scenarios
* test: Add client fixture to agent component test with calculator
Add client fixture to the test_agent_component_with_calculator method to ensure proper test setup for API key-dependent scenarios
* test: Disable redundant component input tests
Remove commented-out test methods for checking required inputs across various components, as these tests were not providing significant value and the inputs are dynamic
* test: Comment out condition to skip nodes with Tool outputs in setup.py
* run formatter
* test: Re-enable condition to skip nodes with Tool outputs in setup.py
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* 📝 (loop.py): Improve code readability and semantics by updating the return condition in the LoopComponent class
📝 (data.py): Enhance the data_to_text_list function to handle various data structures and ensure consistent text formatting
📝 (LoopTemplate.json): Update the LoopComponent class description and method implementations for better clarity and maintainability
📝 (test_data_to_text_list.py): Add unit tests to cover different scenarios and edge cases for the data_to_text_list function
* [autofix.ci] apply automated fixes
* 📝 (langflow): Add noqa comments to ignore linting rule A005 for specific files in the project. Fix type annotations and improve error handling in data.py module. Add noqa comments to ignore linting rule A005 for specific files in the project.
* ✅ (test_data_to_text_list.py): update parameter names in pytest.mark.parametrize to improve readability and maintainability
* 🐛 (data.py): refactor error message handling in data_to_text_list function to improve readability and maintainability
* [autofix.ci] apply automated fixes
* Update src/backend/base/langflow/helpers/data.py
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* ♻️ (data.py): refactor data_to_text_list function to simplify the logic and improve readability by removing unnecessary if conditions and updating the format_dict directly from data_obj.data.
* ✅ (test_data.py): refactor test_data_to_text_list function to handle defaultdict behavior and improve test coverage
* ✅ (loop-component.spec.ts): update test expectation to match the correct number of occurrences of "modified_value" in the output
* ✅ (Memory Chatbot.spec.ts): add assertion to check if the concatenated text length is greater than 20 to ensure the chatbot response is meaningful
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* fix: updated ChatOutput component not working with streaming enabled (#6744)
fixes: 69df913a14
Updated to handle the forgotten Generator case for self.input_value (encountered when streaming is enabled).
Overhauled the chat.py under outputs to (mostly) pass strict type checking, something which could have prevented this bug.
Only this file has been changed. The only type errors in this file are in the safe_convert function and are due to problems in other files.
To prevent further problems in the future, the project should work towards enabling strict type checking permanently after fixing the vast number of type problems.
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes (attempt 2/3)
* update templates and make sure they support streaming without making breaking chnages
* update templates
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Edwin Jose <edwin.jose@datastax.com>
* update to support dataframe
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes (attempt 2/3)
* Update split_text.py
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes
* update names
* Update src/backend/base/langflow/schema/dataframe.py
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* [autofix.ci] apply automated fixes
* update to template
* update review changes
* Update Vector Store RAG.json
* fix lint errors
* fix tests
* 📝 (freeze.spec.ts): update test description to match the actual element being tested for better clarity and accuracy
* ✨ (stop-button-playground.spec.ts): improve test reliability by specifying target position for drag action to prevent flakiness
* ✅ (logs.spec.ts): increase timeout from 1000ms to 3000ms for better test reliability
✅ (stop-building.spec.ts): update test selector from "handle-splittext-shownode-data inputs-left" to "handle-splittext-shownode-input documents-left" for accurate testing
✅ (starter-projects.spec.ts): add a 1000ms timeout before asserting visibility of an element for better test stability
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Co-authored-by: cristhianzl <cristhian.lousa@gmail.com>
* refactor: simplify TaskService by removing Celery integration
* refactor: enhance AnyIO backend task management and error handling
* refactor: restructure flow building process and enhance event handling
* feat: implement QueueService for managing job queues and tasks
* feat: Add QueueService for managing job queues and task lifecycle
* feat!: Enhance flow building with QueueService integration for job management
* revert changes to async session
* feat: Integrate QueueService into lifespan management for task handling
* refactor: Enhance QueueService with robust lifecycle management and cleanup mechanisms
* refactor: Simplify docstring for get_queue_service function
* refactor: Update import statements in queue factory for clarity
* test: Improve chat endpoint tests with comprehensive build flow scenarios
* refactor: Streamline flow build event generation and queue management
* refactor: Improve flow build process with modular event handling and URL parameter management
* test: Enhance loop component tests with flow build and event handling utilities
* fix: Improve transaction logging with null flow_id handling and debug logging
* fix: Remove unnecessary db.refresh() in transaction logging
* feat: Add polling mode for build events with optional streaming
* feat: Add event delivery configuration option to settings
* feat: Implement polling for build events with configuration-driven streaming
* refactor: Enhance queue cleanup with improved logging and error handling
* test: Improve build event stream assertion with detailed error reporting
* test: Add benchmark test for build flow polling mechanism
* refactor: Remove redundant end event in flow event generation
* test: Update test_component_tool_with_api_key to use async flow
* Convert test method to async
* Update graph start method to use async_start()
* Add client parameter to test method
* Modify tool retrieval to use async method
* test: Add session ID generation in agent component test
* fix: Enhance error handling in LCAgentComponent for ExceptionWithMessageError
Add null checks to prevent potential AttributeError when handling agent message deletion
* test: Refactor test assertion for model name options in agent component
Simplify the assertion for checking "sonnet" in model name options by extracting the options to a variable first
* refactor: Improve type hints and imports in AnyIOTaskResult
* Add `__future__` import for type annotations
* Use conditional import for `Callable` and `TracebackType`
* Explicitly type `_traceback` attribute with `TracebackType | None`
* fix: Add null checks for event task in build events streaming
* refactor: Extract build and disconnect handling into separate modules
This commit separates the build and disconnect handling logic from the chat API module into dedicated files:
- Created `langflow/api/build.py` to house the flow generation and vertex building logic
- Created `langflow/api/disconnect.py` to manage the custom streaming response with disconnect handling
- Removed duplicate code from `langflow/api/v1/chat.py`
- Improved code organization and modularity
* refactor: Extract flow build and event handling methods in build API
This commit introduces two new methods in the build API to improve code organization and reusability:
- `start_flow_build()`: Centralizes the logic for creating a queue and starting a flow build task
- `get_flow_events_response()`: Handles retrieving flow events for both streaming and polling modes
The changes simplify the chat API endpoint implementations and reduce code duplication
* refactor: Deprecate /task endpoint and add informative error message
This commit marks the /task endpoint as deprecated and raises an HTTP 400 error with a clear message indicating the endpoint will be removed in a future version. The changes improve API clarity and guide users towards the recommended /run endpoint.
* refactor: Update log_transaction function return type annotation
Modify the return type hint for log_transaction to allow for potential None return, improving type safety and clarity in the transactions logging method.
* feat: Add configurable event delivery streaming option
Introduce support for configurable event delivery mode (streaming/polling) across frontend components:
- Add `shouldStreamEvents()` method in NodeStatus and IOModal
- Update flowStore to accept a `stream` parameter
- Modify buildFlowVerticesWithFallback to use the stream parameter directly
- Remove hardcoded polling logic in buildUtils
* fix: Add null check for flow_id in log_transaction function
Prevent logging transactions without a flow_id by returning None, ensuring data integrity and avoiding potential database errors
* chore: Update changes-filter to include chat API path
* fix: Add error handling and null checks in flow transaction deletion
Improve robustness of transaction and vertex build deletion by:
- Adding a null check for flow_id in delete_transactions_by_flow_id
- Wrapping deletion operations in try-except blocks to prevent failures
- Logging debug messages for any deletion errors
* fix: Remove redundant commit in vertex builds deletion
Remove unnecessary db.commit() from delete_vertex_builds_by_flow_id to prevent duplicate commits and simplify database transaction handling
* fix: Improve transaction logging with debug message and return value
Move debug logging from CRUD layer to utils to provide more context about logged transactions and ensure proper error handling
* fix: Improve error handling and transaction cleanup in active_user fixture
Enhance user and transaction cleanup process in test fixture by:
- Adding separate try-except blocks for transaction/vertex build deletion and user deletion
- Adding debug logging for potential errors during cleanup
- Ensuring proper session commits for each operation
* propagate parent task CancelledError instead of supressing it
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
* refactor: Rename queue service to job queue service
Restructure job queue management by:
- Renaming QueueService to JobQueueService
- Moving queue-related files to a new job_queue directory
- Updating import paths and service type references
- Enhancing job queue service with more robust async job management
* fix: Correct ServiceType enum reference for job queue service
Update the service type constant to match the recently renamed JobQueueService, ensuring consistent service type referencing across the application.
* refactor: Enhance JobQueueService with comprehensive logging and documentation
Improve the JobQueueService implementation by:
- Adding detailed docstrings with clear explanations of methods and attributes
- Implementing comprehensive logging throughout the service
- Enhancing error handling and logging for queue and task management
- Providing more context in log messages for debugging and monitoring
* docs: Improve stop method docstring for JobQueueService
Enhance the documentation for the stop method by:
- Providing a more detailed and precise description of the shutdown process
- Clarifying the steps involved in gracefully stopping the service
- Improving the explanation of resource cleanup and task cancellation
* fix: Properly handle task cancellation and propagate exceptions in JobQueueService
* fix: Enhance error handling and raise appropriate exceptions in JobQueueService methods
* improve docstring
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
* fix: Remove redundant exception raises in JobQueueService methods and improve cleanup logic
* fix: Improve logging during job cleanup and handle exceptions more appropriately
* feat: add utility to run tests with multiple event delivery modes
* feat: integrate withEventDeliveryModes utility in multiple test files
* refactor: replace status code assertions with httpx codes for clarity
* remove noqa comment and change argument name
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
* refactor: streamline event polling logic in get_flow_events_response
* refactor: use getattr for safer session attribute access
Co-author: @cbornet
* feat: add is_started method to JobQueueService
* refactor: modify JobQueueService start method and main.py queue service initialization
* feat: add ready state and teardown method to JobQueueService
* refactor: simplify job queue cleanup logic in JobQueueService
* refactor: improve error logging in active_user fixture
* refactor: improve AnyIO task management with TaskGroup and CancelScope
* refactor: Implement LimitedBackgroundTasks for controlled vertex build logging (#6312)
* feat: implement LimitedBackgroundTasks for controlled vertex build logging
* refactor: replace BackgroundTasks with LimitedBackgroundTasks in build_flow endpoint
* refactor: improve task cancellation error handling in JobQueueService
* refactor: Rename LimitedBackgroundTasks to LimitVertexBuildBackgroundTasks
* feat: Add EventDeliveryType enum for event delivery methods
* feat: Add polling constants for endpoint and streaming status
* refactor: Update buildFlowVerticesWithFallback to use polling constants
* refactor: Update event delivery handling to use EventDeliveryType enum
* [autofix.ci] apply automated fixes
* fix: Improve error handling for cancelled build tasks
Refactor generate_flow_events to properly handle and propagate CancelledError
- Remove unnecessary task creation and manual cancellation
- Directly await _build_vertex instead of creating a separate task
- Improve exception logging for cancelled tasks
- Ensure CancelledError is raised instead of being silently handled
* fix: trigger event_manager.on_end after error handling in generate_flow_events
---------
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
Co-authored-by: anovazzi1 <otavio2204@gmail.com>
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* ✨ (data_to_dataframe.py): add a new component to convert Data objects into a DataFrame for easier data manipulation and analysis.
* [autofix.ci] apply automated fixes
* 📝 (data_to_dataframe.py): improve documentation for the build_dataframe method to explain the process of building a DataFrame from Data objects
* ✨ (test_data_to_dataframe.py): Add unit tests for DataToDataFrameComponent to ensure proper construction of DataFrame from Data objects with various fields and configurations.
* ✨ (test_data_to_dataframe.py): Refactor test_data_to_dataframe.py to use pandas module instead of turtle for DataFrame operations
♻️ (test_data_to_dataframe.py): Refactor test_data_to_dataframe.py to improve readability and consistency in DataFrame testing assertions
* [autofix.ci] apply automated fixes
* 🔧 (test_data_to_dataframe.py): improve variable naming for better readability and consistency in test cases
* [autofix.ci] apply automated fixes
* ✨ (test_data_to_dataframe_component.py): Add unit tests for DataToDataFrameComponent to ensure correct behavior and functionality.
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* ✨ (save_to_file.py): Add a new component 'SaveToFileComponent' to save DataFrames, Data, or Messages to various file formats. This component allows users to select the input type, file format, and file path for saving the data.
* [autofix.ci] apply automated fixes
* 🔧 (save_to_file.py): refactor variable names for better readability and consistency
🐛 (save_to_file.py): handle unsupported input types and formats by raising ValueErrors with informative error messages
* [autofix.ci] apply automated fixes
* ✨ (test_save_to_file_component.py): Add unit tests for the SaveToFileComponent to ensure proper saving of data to various file formats and handling of different input types.
* [autofix.ci] apply automated fixes
* 📝 (save_to_file.py): Add support for handling different types of message text in the SaveToFileComponent class to ensure proper saving to file
🔧 (test_save_to_file_component.py): Refactor test cases in the SaveToFileComponent test file for better readability and maintainability
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* feat: add is_loop property to Vertex class for detecting looping outputs
* feat: improve vertex runnability logic for graph traversal
- Update `is_vertex_runnable` to handle loop vertices more robustly
- Modify `are_all_predecessors_fulfilled` to better manage cycle dependencies
- Change adjacency maps to use sets for more efficient predecessor/successor tracking
* refactor: change graph adjacency maps from lists to sets for improved performance
- Update graph data structures to use sets instead of lists for predecessor, successor, and parent-child maps
- Modify type hints and method signatures to reflect the change from list to set
- Improve graph traversal and vertex tracking efficiency by using set operations
* 📝 (youtube_transcripts.py): update description of YouTubeTranscriptsComponent to be more concise and accurate
✨ (youtube_transcripts.py): add new output option 'data_output' to provide transcript along with the source video URL
🔧 (youtube_transcripts.py): add method 'get_data_output' to handle the new 'data_output' output option and return a Data object with transcript, video URL, and error message
* [autofix.ci] apply automated fixes
* 📝 (youtube_transcripts.py): improve documentation for get_data_output method to provide a clear description of the returned data object and its contents
🐛 (youtube_transcripts.py): handle specific exceptions from the youtube_transcript_api library to provide more informative error messages and improve error handling in the get_data_output method
* [autofix.ci] apply automated fixes
* 🐛 (youtube_transcripts.py): handle case where no transcripts are found by updating the error message and returning a default data object
🔧 (youtube_transcripts.py): refactor get_data_output method to use a default data object and combine all transcript parts into a single continuous text
* [autofix.ci] apply automated fixes
* ✨ (test_youtube_transcript_component.py): Add unit tests for YouTubeTranscriptsComponent to test various functionalities such as component initialization, output generation, error handling, and setting translation languages.
* [autofix.ci] apply automated fixes
* ✅ (test_youtube_transcript_component.py): update file_names_mapping fixture to return a non-empty list to properly test different versions of file names mapping in the YouTube transcripts component
* [autofix.ci] apply automated fixes
* 📝 (test_youtube_transcript_component.py): Add docstrings and improve variable names for better readability and maintainability
🔧 (test_youtube_transcript_component.py): Refactor error handling in test methods to use descriptive error messages and improve code readability
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* feat: FIrst pass at file management API
* [autofix.ci] apply automated fixes
* Add delete and edit endpoints
* [autofix.ci] apply automated fixes
* Add file size and duplicate name handling
* Ensure the File model has a unique name
* Ensure count is before extension
* [autofix.ci] apply automated fixes
* Add the correct path to the return
* Added function to handle list of paths in File component
* [autofix.ci] apply automated fixes
* Update input_mixin.py
* Refactor to a v2 endpoint
* Add unit tests
* Update test_files.py
* Update frontend.ts
* [autofix.ci] apply automated fixes
* Remove extension from name
* Cast the string type for like
* Update files.py
* Update base.py
* Update base.py
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Lucas Oliveira <lucas.edu.oli@hotmail.com>
* feat: implement get_or_create_default_folder function to ensure default folder exists for users
* refactor: replace create_default_folder_if_it_doesnt_exist with get_or_create_default_folder for user folder creation
* test: add unit tests for get_or_create_default_folder function
* ✨ (generalBugs-shard-10.spec.ts): refactor test script to improve readability and maintainability by chaining actions on page elements instead of using separate lines for each action
---------
Co-authored-by: cristhianzl <cristhian.lousa@gmail.com>
* feat: Implement serialization functions for various data types and add a unified serialize method
* feat: Enhance serialization by adding support for primitive types, enums, and generic types
* fix: Update Pinecone integration to use VectorStore and handle import errors gracefully
* test: Add hypothesis-based tests for serialization functions across various data types
* refactor: Replace custom serialization logic with unified serialize function for consistency and maintainability
* refactor: Replace recursive serialization function with unified serialize method for improved clarity and maintainability
* refactor: Replace custom serialization logic with unified serialize function for improved consistency and clarity
* refactor: Enhance serialization logic by adding instance handling and streamlining type checks
* refactor: Remove custom dictionary serialization from ResultDataResponse for streamlined handling
* refactor: Enhance serialization in ResultDataResponse by adding max_items_length for improved handling of outputs, logs, messages, and artifacts
* refactor: Move MAX_ITEMS_LENGTH and MAX_TEXT_LENGTH constants to serialization module for better organization
* refactor: Simplify message serialization in Log model by utilizing unified serialize function
* refactor: Remove unnecessary pytest marker from TestSerializationHypothesis class
* optimize _serialize_bytes
Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com>
* feat: Add support for numpy integer type serialization
* feat: Enhance serialization with support for pandas and numpy types
* test: Add comprehensive serialization tests for numpy and pandas types
* fix: Update _serialize_dispatcher to return string representation for unsupported types
* fix: Update _serialize_dispatcher to return the object directly instead of its string representation
* optmize conditional
Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com>
* optimize length check
Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com>
* fix: Update string and list truncation to include ellipsis for clarity
* fix: Update _serialize_primitive to exclude string type from primitive handling
* feat: Enhance serialization to handle numpy types and introduce unserializable sentinel
* fix: Update test cases for serialization of numpy boolean values for consistency
---------
Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com>
* Add tests for run_flow_from_json with fake environment variables
- Implemented test_run_flow_with_fake_env to validate flow execution with a fake .env file.
- Added test_run_flow_with_fake_env_TWEAKS to check flow execution using environment variables loaded from the fake .env file.
* Replace keys in tweaks with their corresponding environment variable values
- Implemented a function to recursively replace keys in the tweaks dictionary with values from the provided environment variables.
* updated to use better way to load test json file
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes
* refactor: improve test readability and consistency in load tests
- Renamed variable `TWEAKS` to `tweaks_dict` for clarity and consistency across tests.
- Updated test function names to follow a consistent naming convention.
- Enhanced comments for better understanding of test intentions.
- Minor formatting adjustments to improve code readability.
* feat: add aload_flow_from_json and arun_flow_from_json to module exports
* fix: correct file path handling in aload_flow_from_json function
* fix: improve environment variable handling in aload_flow_from_json function
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* feat: Add tool_mode field to Output model for tool usage specification
* fix: Specify type for component_toolkit in to_toolkit method
* feat: Add method to determine if output should be skipped in ComponentToolkit
* [autofix.ci] apply automated fixes
* test: Add tool_mode field to Output model in test schema
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* feat: Add database connection settings configuration
Introduce a new `db_connection_settings` dictionary to centralize database connection parameters. Mark `pool_size` and `max_overflow` as deprecated, recommending the use of the new configuration dictionary instead.
* refactor: Improve database connection settings handling
Add a method to build connection kwargs that merges deprecated settings with the new db_connection_settings, providing a more flexible and backwards-compatible approach to database connection configuration.
* fix: Resolve SQLAlchemy async engine pool configuration for SQLite
Explicitly set AsyncAdaptedQueuePool for SQLite connections to address potential async engine configuration issues. This ensures proper pool handling when creating database connections, particularly for SQLite databases.
* test: Add mock testing for bundle loading from GitHub URLs
Enhance test coverage for `load_bundles_from_urls()` by introducing a mock fixture to simulate zip file content and mocking HTTP requests. This allows testing the bundle loading mechanism without making actual network calls.
* [autofix.ci] apply automated fixes
* test: Enhance GitHub URL detection test with mocking and improved coverage
Refactor `test_detect_github_url` to use AsyncMock and patch for more robust testing of GitHub URL detection, including verification of API calls and handling of different URL scenarios.
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* refactor: add test for sorting vertices in unconnected graph
Add a new test case to the `test_get_sorted_vertices_with_unconnected_graph` function in the `test_utils.py` file. This test verifies the correct sorting of vertices in an unconnected graph. The test defines a graph structure and checks that the first layer contains the input vertices and the remaining layers contain the rest of the vertices in the correct order.
Refactor the code to improve test coverage and ensure the correctness of the sorting algorithm.
* refactor: improve handling of unconnected vertices in graph sorting
* [autofix.ci] apply automated fixes
* Refactor: Update start_component_id in test_get_sorted_vertices_with_unconnected_graph
The start_component_id parameter in the test_get_sorted_vertices_with_unconnected_graph function was updated to "A" to improve the handling of unconnected vertices in graph sorting.
* Refactor: Improve handling of unconnected vertices in graph sorting
* [autofix.ci] apply automated fixes
* Refactor: Add test_filter_vertices_from_vertex function to test_utils.py
* Refactor: Add error handling for missing graph information in filter_vertices_up_to_vertex and filter_vertices_from_vertex functions
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* feat: add arxiv component
* [autofix.ci] apply automated fixes
* test: add initial test suite for arxiv component
* fix: correct test formatting for ArXiv component
* fix: implement tests for ArXivComponent following TestBatchRunComponent pattern
* fix: ArXivComponent test formatting
* [autofix.ci] apply automated fixes
* refactor: update imports and skip version tests for new component
* fix: fix line breaks in test file
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* Added backend to allow loop on output
* Added custom edge for looping components
* Added allows_loop to output type
* Added output_types to target handle if its a loop
* Fixed valid_connection to allow loops
* Added the loop handle to the outputs
* Added infinity icon
* Fixed clean edges to not delete loop edge
* Implement loop checking before build.
* Implemented looping indicator
* Fixed belzier path
* [autofix.ci] apply automated fixes
* 🔧 (reactflowUtils.ts): refactor cleanEdges and detectBrokenEdges functions to improve code readability and maintainability by extracting repeated logic into variables and reducing code duplication.
* [autofix.ci] apply automated fixes
* Add from_loop_target_handle method to TargetHandle class and update type field
* Enhance Edge class to handle loop target handles and validate loop edges
* Add output_names attribute and get_value_from_output_names method to Vertex class
* Add overlap check for input and output names in Component class
* Fix default value assignment in ComponentVertex to handle output names correctly
* Clarify error message for missing attributes in Component class
* Added backend to allow loop on output
* Added custom edge for looping components
* Added allows_loop to output type
* Added output_types to target handle if its a loop
* Fixed valid_connection to allow loops
* Added the loop handle to the outputs
* Added infinity icon
* Fixed clean edges to not delete loop edge
* Implement loop checking before build.
* Implemented looping indicator
* Fixed belzier path
* [autofix.ci] apply automated fixes
* 🔧 (reactflowUtils.ts): refactor cleanEdges and detectBrokenEdges functions to improve code readability and maintainability by extracting repeated logic into variables and reducing code duplication.
* [autofix.ci] apply automated fixes
* Add from_loop_target_handle method to TargetHandle class and update type field
* Enhance Edge class to handle loop target handles and validate loop edges
* Add output_names attribute and get_value_from_output_names method to Vertex class
* Add overlap check for input and output names in Component class
* Fix default value assignment in ComponentVertex to handle output names correctly
* Clarify error message for missing attributes in Component class
* feat: add loop component 🎁🎄 (#5429)
* add loop component 🎁🎄
* [autofix.ci] apply automated fixes
* fix: add loop component to init
* [autofix.ci] apply automated fixes
* refactor(loop): rename loop input variable and improve code quality
- Renamed 'loop' input to 'loop_input' for clarity.
- Simplified logic for checking loop input and aggregating results.
- Enhanced type hints for better code readability and maintainability.
* refactor(loop): add type hint to initialize_data method for improved clarity
* fix: mypy error incompatible return value type
* feat: adds test cases for loop component compatibility with the APIs, Loop component updates to support API (#5615)
* add loop component 🎁🎄
* [autofix.ci] apply automated fixes
* fix: add loop component to init
* [autofix.ci] apply automated fixes
* refactor(loop): rename loop input variable and improve code quality
- Renamed 'loop' input to 'loop_input' for clarity.
- Simplified logic for checking loop input and aggregating results.
- Enhanced type hints for better code readability and maintainability.
* refactor(loop): add type hint to initialize_data method for improved clarity
* adding test
* test cases added
* Update test_loop.py
* adding test
* test cases added
* Update test_loop.py
* update with the new test case method!
* Update test_loop.py
* tests updates
* Update loop.py
* update fix
* issues loop issues
* reverting debug mode params
* solves lint errors and fix the tests
* fix: mypy error incompatible return value type
* [autofix.ci] apply automated fixes
---------
Co-authored-by: Rodrigo Nader <rodrigosilvanader@gmail.com>
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Co-authored-by: italojohnny <italojohnnydosanjos@gmail.com>
* feat: improve model input fields for Cohere component (#5712)
feat: improve model input fields for cohere component
1. Make api_key field required
2. Convert temperature to SliderInput with range 0-2
3. Add info description to temperature slider
* refactor: improve naming consistency in DataCombiner component (#5471)
* refactor: improve naming consistency in DataCombiner component
- Rename MergeOperation to DataOperation
- Rename component to DataCombinerComponent
- Convert operation enum values to uppercase
- Update method names for consistency
* [autofix.ci] apply automated fixes
* fix: resolved linting errors in __init__.py
* [autofix.ci] apply automated fixes
* Changed operation names to capitalize only first letter
* refactor: rename DataCombinerComponent to MergeDataComponent for better clarity and backwards compatibility
* [autofix.ci] apply automated fixes
* fix: Translate Portuguese text to English in merge_data.py
* feat: add required to data_inputs in MergeDataComponent
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Edwin Jose <edwin.jose@datastax.com>
* refactor: Refactor Wikipedia API component (#5432)
* refactor(wikipedia): Refactor Wikipedia API component
* test: add unit tests for WikipediaAPIComponent
* [autofix.ci] apply automated fixes
* refactor: improve WikipediaAPIComponent tests and fix lint issues
* [autofix.ci] apply automated fixes
* fix: resolve lint issues in WikipediaAPIComponent tests
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Edwin Jose <edwin.jose@datastax.com>
* fix: pass slider input values correctly, add test (#5735)
* ✨ (base.py): Update field validation to include "slider" type in addition to "float" type for better parameter handling
📝 (constants.py): Add "slider" type to the list of DIRECT_TYPES for consistency and completeness
* ✅ (test_inputs.py): add unit test for SliderInput class to ensure it initializes with correct value
* 🐛 (base.py): fix comparison of field type with a list by changing it to a set to ensure correct condition evaluation
* [autofix.ci] apply automated fixes
* fix format
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* feat: make AWS credentials required in bedrock component (#5710)
1. Make aws_access_key_id field required
2. Make aws_secret_access_key field required
* chore: update test durations (#5736)
Co-authored-by: ogabrielluiz <24829397+ogabrielluiz@users.noreply.github.com>
* feat: add truncation to ResultDataResponse (#5704)
* chore: Update dependencies and improve platform markers in configuration files
- Added 'hypothesis' version 6.123.17 to dev-dependencies in pyproject.toml.
- Updated platform markers from 'sys_platform' to 'platform_system' for better compatibility in uv.lock, affecting multiple packages including 'jinxed', 'colorama', and 'appnope'.
- Ensured consistency in platform checks across various dependencies to enhance cross-platform support.
This update improves the project's dependency management and ensures better compatibility across different operating systems.
* feat: Enhance ResultDataResponse serialization with truncation support
- Introduced a new method `_serialize_and_truncate` to handle serialization and truncation of various data types, including strings, bytes, datetime, Decimal, UUID, and BaseModel instances.
- Updated the `serialize_results` method to utilize the new truncation logic for both individual results and dictionary outputs.
- Enhanced the `serialize_model` method to ensure all relevant fields are serialized and truncated according to the defined maximum text length.
This update improves the handling of large data outputs, ensuring that responses remain concise and manageable.
* fix: Reduce MAX_TEXT_LENGTH in constants.py from 99999 to 20000
This change lowers the maximum text length limit to improve data handling and ensure more manageable output sizes across the application.
* test: Add comprehensive unit tests for ResultDataResponse and VertexBuildResponse
- Introduced a new test suite in `test_api_schemas.py` to validate the serialization and truncation behavior of `ResultDataResponse` and `VertexBuildResponse`.
- Implemented tests for handling long strings, special data types, nested structures, and combined fields, ensuring proper serialization and truncation.
- Enhanced coverage for logging and output handling, verifying that all fields are correctly processed and truncated as per the defined maximum text length.
- Utilized Hypothesis for property-based testing to ensure robustness and reliability of the serialization logic.
This update significantly improves the test coverage for the API response schemas, ensuring better data handling and output management.
* feat: Add function to validate models with tool calling function and related fixes in agent component (#5720)
* Update nvidia.py
* update agent experience with improving model selection
update agent experience with improving model selection and making only the tool calling models available.
* variable clean up
* [autofix.ci] apply automated fixes
* Update src/backend/base/langflow/base/models/model_input_constants.py
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* Update src/backend/base/langflow/base/models/model_input_constants.py
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* added default models
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes (attempt 2/3)
* format errors solved
* [autofix.ci] apply automated fixes
* Update model.py
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* feat: assistants agent improvements (#5581)
* assistants agent improvements
* remove alembic init file
* vector store / file upload support
* use sync file object (required by sdk)
* steps
* self.tools initialization
* improvements for edwin
* add name and switch to MultilineInput
* ci fixes
* refactor: enhance flow type safety and clean up unused code (#5669)
* 📝 (use-save-flow.ts): add AllNodeType and EdgeType imports to improve type safety in useSaveFlow hook
📝 (index.tsx): remove unused setNoticeData function to clean up code and improve readability
* refactor: Remove unused code in GeneralPage component
* refactor: Remove unused code in cardComponent/index.tsx
---------
Co-authored-by: anovazzi1 <otavio2204@gmail.com>
* feat: Add `required=True` to essential inputs across Langflow components (#5739)
* fix: add required validation to input fields
Ensures mandatory fields are properly marked as required across components.
* fix: add required validation to input fields
Ensures mandatory fields are properly marked as required across components.
* fix: add required validation to input fields
field: model_name
* fix: add required validation to input fields
field: model and base_url
* fix: add required validation to input fields
input: mistral_api_key
* fix: add required validation to input fields
inputs: model, base_url, nvidia_api_key
* fix: add required validation to input fields
inputs: model, base_url
* fix: add required validation to input fields
input: openai_api_key
* fix: add required validation to input fields
inputs: message, embedding_model
* fix: add required validation to input fields
inputs: model_name, credentials
* fix: add required validation to input fields
inputs: aws_secret_access_key, aws_access_key_id
* fix: add required validation to input fields
inputs: input_text, match_text
* fix: add required validation to input fields
inputs: input_message
* fix: add required validation to input fields
inputs: input_value
* fix: add required validation to input fields
input: data_input
* fix: add required validation to input fields
inputs: input_value
* fix: add required validation to input fields
input: data_input
* fix: add required validation to input fields
input: data_input
* fix: add required validation to input fields
input: data_input
* fix: add required validation to input fields
input: data_input
* fix: add required validation to input fields
inputs: data_inputs, embeddings
* fix: add required validation to input fields
inputs: api_key, input_value
* fix: add required validation to input fields
inputs: password, username, openai_api_key, prompt
* fix: add required validation to input fields
inputs: api_key, transcription_result
* fix: add required validation to input fields
inputs: api_key, transcription_result, prompt
* fix: add required validation to input fields
input: prompt
* fix: add required validation to input fields
input: api_key
* fix: add required validation to input fields
inputs: api_key, transcript_id
* fix: add required validation to input fields
inputs: audio_file, api_key
* [autofix.ci] apply automated fixes
* [autofix.ci] apply automated fixes (attempt 2/3)
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* feat: make YouTube Transcripts URL field required (#5686)
feat: Enhance YouTube Transcripts component by adding required field validation to URL input
This change ensures that users provide a video URL before using the YouTube Transcripts component, preventing potential runtime errors due to missing video source.
* fix: Fix memory leak when creating components (#5733)
Fix memory leak when creating components
* test: Update API key requirements and test configurations for frontend tests (#5752)
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Co-authored-by: italojohnny <italojohnnydosanjos@gmail.com>
Co-authored-by: Edwin Jose <edwin.jose@datastax.com>
Co-authored-by: Vinícios Batista da Silva <vinicios.batsi@gmail.com>
Co-authored-by: Raphael Valdetaro <79842132+raphaelchristi@users.noreply.github.com>
Co-authored-by: Cristhian Zanforlin Lousa <cristhian.lousa@gmail.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: ogabrielluiz <24829397+ogabrielluiz@users.noreply.github.com>
Co-authored-by: Sebastián Estévez <estevezsebastian@gmail.com>
Co-authored-by: anovazzi1 <otavio2204@gmail.com>
Co-authored-by: VICTOR CORREA GOMES <112295415+Vigtu@users.noreply.github.com>
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
Co-authored-by: Lucas Oliveira <62335616+lucaseduoli@users.noreply.github.com>
* Updated loop.py component
* [autofix.ci] apply automated fixes
* update test file
* fix: handle None values in input names and improve type hints
* [autofix.ci] apply automated fixes
* Added loop component test
* Added comments
* test: add 'allow_loop' field to Output dictionary in test_output_to_dict method
* fix: correct key name in Output dictionary from 'allow_loop' to 'allows_loop' in test_output_to_dict method
* Updated frontend loop test
* Updated examples
* 🐛 (generalBugs-shard-9.spec.ts): Fix incorrect test selector for chat memory output element
🐛 (loop-component.spec.ts): Fix incorrect test selector for chat output element
🐛 (generalBugs-shard-3.spec.ts): Fix incorrect test selector for open AI model output element
* [autofix.ci] apply automated fixes
* refactor: update return type in AgentComponent to use dotdict for build_config
This change modifies the return statement in the AgentComponent class to utilize a dotdict for the build_config, enhancing the structure and accessibility of the returned configuration data.
* [autofix.ci] apply automated fixes
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
Co-authored-by: cristhianzl <cristhian.lousa@gmail.com>
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
Co-authored-by: Rodrigo Nader <rodrigosilvanader@gmail.com>
Co-authored-by: italojohnny <italojohnnydosanjos@gmail.com>
Co-authored-by: Edwin Jose <edwin.jose@datastax.com>
Co-authored-by: Vinícios Batista da Silva <vinicios.batsi@gmail.com>
Co-authored-by: Raphael Valdetaro <79842132+raphaelchristi@users.noreply.github.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: ogabrielluiz <24829397+ogabrielluiz@users.noreply.github.com>
Co-authored-by: Sebastián Estévez <estevezsebastian@gmail.com>
Co-authored-by: anovazzi1 <otavio2204@gmail.com>
Co-authored-by: VICTOR CORREA GOMES <112295415+Vigtu@users.noreply.github.com>
Co-authored-by: Christophe Bornet <cbornet@hotmail.com>
* feat: improve model input fields for huggingface component
1. Make model_id, inference_endpoint and api_token fields required
2. Convert temperature to SliderInput with range 0-2
3. Update temperature info to match HuggingFace's description
Co-authored-by: Vinícios Batista da Silva <vinicios.batsi@gmail.com>
* feat(huggingface): update model selection and temperature input
This commit enhances the HuggingFace component by implementing a fixed list of
large language models in the dropdown selection and improving the temperature
input with a slider control.
Key changes in src/backend/base/langflow/components/models/huggingface.py:
- Add DEFAULT_MODEL constant set to "meta-llama/Llama-3.3-70B-Instruct"
- Replace model_id StrInput with DropdownInput containing pre-selected models:
* meta-llama/Llama-3.3-70B-Instruct (default)
* mistralai/Mixtral-8x7B-Instruct-v0.1
* mistralai/Mistral-7B-Instruct-v0.3
* meta-llama/Llama-3.1-8B-Instruct
* Qwen/Qwen2.5-Coder-32B-Instruct
* Qwen/QwQ-32B-Preview
* openai-community/gpt2
* custom option
- Add real_time_refresh to model_id dropdown for dynamic updates
- Implement custom model input field that shows/hides based on selection
- Replace temperature FloatInput with SliderInput for better UX:
* Added RangeSpec with min=0, max=2, step=0.01
* Maintains default value of 0.8
- Add build_config update logic to handle custom model visibility
- Update API URL generation to support custom model IDs
- Import RangeSpec and SliderInput from langflow packages
Co-authored-by: Vinícios Batista da Silva <vinicios.batsi@gmail.com>
* [autofix.ci] apply automated fixes
* test(huggingface): update tests for enhanced model selection and UI controls
This commit updates the test suite to verify the new features and changes in
the HuggingFace component, ensuring proper functionality of the model selection
dropdown and improved temperature control.
Key changes in src/backend/tests/unit/components/models/test_huggingface.py:
- Update test_huggingface_inputs to verify new DropdownInput for model_id:
* Check DEFAULT_MODEL as default value
* Verify presence of 'custom' option
* Validate required and real_time_refresh settings
- Add verification for custom_model field:
* Confirm initial custom_model hidden state
* Verify required flag
- Add specific checks for temperature SliderInput:
* Validate default value of 0.8
* Verify RangeSpec configuration (min=0, max=2, step=0.01)
- Improve test structure with detailed assertions for field configurations
- Update imports to include DEFAULT_MODEL constant
Related to previous commit that enhanced the HuggingFace component with
fixed model list and slider controls.
Co-authored-by: Vinícios Batista da Silva <vinicios.batsi@gmail.com>
---------
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
* feat: implement function to truncate json
* refactor: apply JSON truncation function in models
* fix: update code to use the standard field serialization format
* Update src/backend/base/langflow/services/database/models/transactions/model.py
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* Update src/backend/base/langflow/services/database/models/transactions/model.py
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>
* Update src/backend/base/langflow/services/database/models/vertex_builds/model.py
---------
Co-authored-by: Gabriel Luiz Freitas Almeida <gabriel@langflow.org>