Technical Knowledge: We learned about Natural Language Processing (NLP) and how to integrate APIs to make conversations context-aware.
Teamwork: This project taught us the importance of collaboration, as each team member contributed unique skills to the development process.
Technical Challenges: One of the biggest hurdles was making the chatbot understand nuanced language. We tackled this by fine-tuning pre-trained models with our own dataset.
Integration Issues: Integrating the chatbot into existing platforms presented compatibility challenges, which we resolved by using middleware solutions.
Resource Constraints: With limited time and data, we had to prioritize features and optimize performance for scalability.
Built With
- dify
- fastapi
- openai
- python
- sqlalchemy
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