Generative AI Projects


I recently completed the course - Generative AI with LLMs.
Any suggestion for a project I can start with?


The concept of RAG augmenting the LLM by accessing external data is compelling and makes LLMs much more helpful. You could use documents from your work or personal domain to create a chatbot that can better answer things on a topic than ChatGPT, Bard, etc. Langchain is helpful with that.

Another idea of an easy project can be create a Natural Language to SQL generator.

Yo can implement the ideas in the paper [2305.11853] How to Prompt LLMs for Text-to-SQL: A Study in Zero-shot, Single-domain, and Cross-domain Settings. to create the prompt, and fine-tune a small project to generate SQL. Then serve it from Amazon.

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are you still looking for a project?