AI Apps

Advanced RAG

Implemented this quick prototype RAG system with Langchain to analyze advance practices for Rag.

Key Results:

• ✓RAG Pipeline: Exact Results with well designed Rag system
• ✓Vector Databases: Optimized for Token Embeddings and fast retrieval

Efficient AI Chatbot

My first AI App design, based on Langchain and Gemini. NOT a Token Guzzler.

Key Results:

• ✓Customizabiliy: Can achieve while playing with Temperature

Multi Agentic Patterns

I implemented this Agentic design, in which multiple LLMs are part of the system. Preferably different LLMs.

Key Results:

• ✓Better responses: Tested the responses through this design and found them to be 2x-3x better.
• ✓Research Purpose: Researching with this Pattern covers most of the hidden grounds on which the research depends.