Python Developer IRC218831
hace 4 semanas
Description:
Develop LLM plugins that can answer factual questions based on a provided document or knowledge base. Tasks:- Learn to load and query: A pre-trained LLM (start with a smaller model for efficiency).
- Integrate with document storage: Connect the plugin to cloud storage or document repository.
- Design a simple user interface: Allow users to input questions and receive answers processed by the LLM.
- Experiment and iterate: Improve the plugin's accuracy and ability to handle different question types.
- A functional plugin that demonstrates your understanding of core LLM concepts.
- Ability to explain your design choices and the challenges you overcame.
- Demonstrated growth in your Python and cloud development skills throughout the project.
- 2+ years of total experience.
- Bachelors degree or higher preferred in a computing-related field.
- Strong interest in Large Language Models (LLMs) and their applications.
- Proficiency in Python programming.
- Familiarity with Google Cloud Platform (GCP), ideally with some experience on Vertex AI.
- Eagerness to learn and experiment with new technologies.
- Understanding of API concepts.
- Some knowledge of Natural Language Processing (NLP) techniques.
- Collaborate with senior developers on designing and building LLM plugins.
- Test and debug plugin code to ensure functionality and reliability.
- Implement simple NLP techniques to enhance plugin features.
- Learn and adapt to LLM plugin development frameworks
- Document your work and contribute to project knowledge bases.
- Stay updated on developments in the LLM space.
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