Build Agentic System with Llama Models

[Sakalya100]

Hello 👋

This issue is for #43

I came across the Open Contribution Repo by @ariG23498. Among the listed projects my projects of interest are:

• Create a Gradio Demo with Llama
• Implement Retrieval Augmented Generation with Llama

But as contributors are already working on it, I am opening a new proposal for a probable use case using Llama Models

Proposal: I aim to develop an Agent based application using Langgraph backed by Llama Models as the LLM with different capabilities like:

• RAG
• text generation
• Websearch
• Natural Language to SQL
• Summarization

Approach:

• Initially I aim to implement a simple streamlit/gradio interface where I can use standalone use cases mentioned above
• Then finally create an interface where the backend will be agent-based system and based on user query the correct use case will be triggered and the final response using Llama models will be shown in interface

Future Prospects: I plan to integrate some more use cases of binding agentic systems with LLM like Text Classification, Table Question Answering etc. as further updates for this issue

I am eager to hear your thoughts and suggestions on this!!

[ariG23498]

Hey @Sakalya100

Thank you for the great proposal, I'm afraid, this falls a bit outside the purview of this repo as our aim is to create minimal, reproducible snippets that developers can use in their existing workflows instead of end to end cookbook style notebooks.

Closing this issue, please feel free to open another issue with a new suggestion 🤗