Gurpreet Kaur's repositories
Generative-AI-LLM-Projects
Gen AI Large Language Model Projects
RAG-using-Llama3-Langchain-and-ChromaDB
RAG using Llama3, Langchain and ChromaDB
END-TO-END-GENERATIVE-AI-PROJECTS
End to End Generative AI Industry Projects on LLM Models with Deployment
Perplexity-Lite
Perplexity Lite using Langgraph, Tavily, and GPT-4.
Advanced_RAG
Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 , Agents.
PaliGemma-Inference-and-Fine-Tuning
PaliGemma Inference and Fine Tuning
LLMs-Inference-and-Fine-Tuning
Estimate Memory Consumption of LLMs Inference and Fine Tuning
Meta-LLAMA3-GenAI-UseCases-End-To-End-Implementation-Guides
META LLAMA3 GENAI Real World UseCases End To End Implementation Guide
PaliGemma-FineTuning
PaliGemma FineTuning
Phi-3-LLM-by-Microsoft
Phi-3 LLM by Microsoft
Building-RAG-With-OpenAI-GPT-4o-omni-Model-Using-Objectbox-Vector-Database
Building RAG With OpenAI GPT-4o(omni) Model Using Objectbox Vector Database
GPT4o-API-Implementation-GPT4-RAG
Getting Started with GPT4 API, GPT4 RAG, OpenAI GPT4 Assistant, OpenAI Models
Griptape-Create-Customisable-Multi-AI-Agents
Griptape: Create Customisable Multi AI Agents from Scratch
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
LLM-SECURITY
Securing LLM's Against Top 10 OWASP Large Language Model Vulnerabilities 2024
LLMs-Evaluation
LLMs Evaluation
Medical-RAG-using-Bio-Mistral-7B
This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.
Ollama-UseCases
This repo brings numerous use cases from the Open Source Ollama
Quantize-LLM-using-AWQ
Quantize LLM using AWQ
RAG-Evaluator
A library for evaluating Retrieval-Augmented Generation (RAG) systems
RAG-using-AWS-Bedrock-and-Azure-OpenAI
RAG-using-AWS-Bedrock-and-Azure-OpenAI
RAG-with-LlamaIndex-and-NVIDIA
RAG with LlamaIndex and NVIDIA
Youtube-Video-Transcribe-Summarizer-LLM-App
YouTube Video Summarization App built using open source LLM and Framework like Llama 2, Haystack, Whisper, and Streamlit. This app smoothly runs on CPU as Llama 2 model is in GGUF format loaded through Llama.cpp.
ai-town
A MIT-licensed, deployable starter kit for building and customizing your own version of AI town - a virtual town where AI characters live, chat and socialize.
AutoRAG
RAG AutoML Tool - Find optimal RAG pipeline for your own data.
jan
Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM)
llm2vec
Code for 'LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders'
R2R
The framework for fast development and deployment of RAG systems.