3 Commits

Author SHA1 Message Date
f3c70b9b0f feat: Integrate Langfuse for observability and analytics in LLM processing and webhook handling
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2025-07-13 20:14:09 +02:00
2763b40b60 Refactor Jira Webhook LLM integration
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- Simplified the FastAPI application structure and improved error handling with middleware.
- Introduced a retry decorator for asynchronous functions to enhance reliability.
- Modularized the LLM initialization and prompt loading into separate functions for better maintainability.
- Updated Pydantic models for Jira webhook payload and analysis flags to ensure proper validation and structure.
- Implemented a structured logging configuration for better traceability and debugging.
- Added comprehensive unit tests for prompt loading, response validation, and webhook handling.
- Established a CI/CD pipeline with GitHub Actions for automated testing and coverage reporting.
- Enhanced the prompt template for LLM analysis to include specific instructions for handling escalations.
2025-07-13 13:19:10 +02:00
0c468c0a69 feat: Implement Jira Webhook Handler with LLM Integration
- Added FastAPI application to handle Jira webhooks.
- Created Pydantic models for Jira payload and LLM output.
- Integrated LangChain with OpenAI and Ollama for LLM processing.
- Set up Langfuse for tracing and monitoring.
- Implemented analysis logic for Jira tickets, including sentiment analysis and label suggestions.
- Added test endpoint for LLM integration.
- Updated requirements.txt to include necessary dependencies and versions.
2025-07-13 11:44:19 +02:00