refactor: Update GROQ_TOPIC_MODEL to the latest production version and adjust fallback models in TopicService for improved model selection and stability.

refactor: Update GROQ_TOPIC_MODEL for consistency and adjust fallback models in TopicService to enhance model selection and robustness.

feat: Add GROQ_TOPIC_MODEL configuration and enhance TopicService to utilize it for improved model selection during initialization, including fallback options for robustness.

feat: Add topic similarity service using Google Generative AI embeddings, enabling improved topic matching and similarity analysis. Update topic extraction logic to utilize this service and enhance overall functionality.

refactor: Simplify topic extraction logic in TopicService by removing Pydantic schema, enhancing JSON response handling, and adding fuzzy matching for improved topic validation.

feat: Introduce predefined topics list in TopicService and enhance topic extraction logic to validate against this list, ensuring accurate topic matching and improved error handling.

fix: Update topic extraction instructions in TopicService to specify that the main idea should be captured in simple English.

fix: Clarify topic extraction instructions in the TopicService to specify that the output should be a single sentence capturing the main idea.

feat: Add topic-related schemas and API routes for topic management, along with LangChain dependencies in requirements.