Assignment 2

[ManpreetkBhamrah]

What changes are you trying to make? (e.g. Adding or removing code, refactoring existing code, adding reports)

I completed the assignment 2. Design and Implement basic AI System with a conversational interface.

What did you learn from the changes you have made?

I see everything coming together. The concepts learnt in theory, while implementing you get more clarity how this all works. Especially how to create a llm workflow with llm graphs. The concepts of Calling API , creating tools to be used by the model for specific task.

Was there another approach you were thinking about making? If so, what approach(es) were you thinking of?

I still need to explore on the database queries part. Using docker-container for storing the embeddings is something that can be added. Moreover I provided the details or entries of the database in the array phrases. It can be done by providing a specific database and saving the embeddings persistently.

Were there any challenges? If so, what issue(s) did you face? How did you overcome it?

First, understanding the structure for Assignment submissions. Understanding the flow of horoscope_chat and other examples give some clarification.
I planned to work on each service individually. For this part, I redo the labs and worked on each service individually. You can find that work under the Assignment_chat_Srv1, Assignment_chat_Srv2, Assignment_chat_Srv3. This gives an understanding of how the services will work.
Finally, I put together all the logic in single assignment_chat. It was easier to merge the logic into one once I had the working module for each service.

How were these changes tested?

I used the prompts, the one that should get results from the App and also the ones that should not respond in results according to the guardrails in place.
I have put some screenshots in the repo. 05_src\assignment_chat\Test-Prompts for reference.

A reference to a related issue in your repository (if applicable)

NA

Checklist

• [X ] I can confirm that my changes are working as intended

[Dmytro-Bonislavskyi]

You clearly put work into this project. I like that each part is separated. And also thanks a lot for the screenshots.
Keep going with this project, it is a nice piece for your portfolio.