Add TracingService and integration with Langsmith #2247
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This commit adds a new service called TracingService and a corresponding factory class called TracingServiceFactory. The TracingService is responsible for handling tracing functionality, while the TracingServiceFactory is used to create instances of the TracingService. This addition enables the application to support tracing capabilities. Note: The commit message has been generated based on the provided code changes and recent commits.
🔧 (chat.py): Remove redundant setting of run_id in retrieve_vertices_order function 🔧 (chat.py): Remove setting of run_id in build_vertex function and add end_all_traces method call when no next_runnable_vertices 🔧 (base.py): Add logic to set run_name based on flow name and flow id, and end all traces with metadata in Graph class
…sistency and clarity in starter projects JSON files. ✨ (VectorStore-RAG-Flows.json): Update class inheritance to LCEmbeddingsModel for OpenAIEmbeddingsComponent to align with changes in the codebase 📝 (VectorStore-RAG-Flows.json): Add trace_type attribute to PromptComponent class for better tracking and identification of components 📝 (VectorStore-RAG-Flows.json): update import path for LCEmbeddingsModel in OpenAIEmbeddingsComponent to match new file structure and improve code organization.
…ed correctly with the required arguments 💡 (chat.py): improve error handling by passing error message to end_all_traces method and ensure it is called with the correct arguments
…ce_as_inputs method
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…ustom components and base components separately
…ph to improve performance and functionality
…er retrieving it from cache to ensure proper initialization
📝 (log.py): add LoggableType to define the type of log messages in the schema 📝 (schema.py): import LoggableType from log.py to use in defining the type of log messages in the Log class 📝 (service.py): add asyncio functionality to log_worker method for processing logs asynchronously 📝 (service.py): add start, flush, and stop methods to manage the logging worker task asynchronously 📝 (service.py): change initialize_tracers method to be asynchronous and start the logging worker 📝 (service.py): add async functionality to end method to stop the logging worker 📝 (service.py): change add_log method to be asynchronous and use asyncio to start the logging worker if not running 📝 (service.py): change contextmanager to asynccontextmanager for trace_context method to handle asynchronous operations
…racing_service variable for improved encapsulation and code organization.
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This pull request adds a new service called TracingService and a corresponding factory class called TracingServiceFactory. The TracingService is responsible for handling tracing functionality, while the TracingServiceFactory is used to create instances of the TracingService. This addition enables the application to support tracing capabilities.