https://github.com/jkanishkha0305/end-to-end-llm-projects

This repository is designed to showcase the implementation of LLMs in different use cases, providing detailed examples of how to deploy these models from start to finish.
https://github.com/jkanishkha0305/end-to-end-llm-projects

Last synced: 4 days ago
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This repository is designed to showcase the implementation of LLMs in different use cases, providing detailed examples of how to deploy these models from start to finish.

• Host: GitHub
• URL: https://github.com/jkanishkha0305/end-to-end-llm-projects
• Owner: Jkanishkha0305
• License: mit
• Created: 2024-01-09T12:52:27.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-09-15T17:40:04.000Z (2 months ago)
• Last Synced: 2024-09-15T19:04:28.364Z (2 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 13.2 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# End-to-End LLM Projects

Welcome to the **End-to-End LLM Projects** repository. This repo contains various projects based on Large Language Models (LLMs) with complete end-to-end deployment processes.

## Overview

This repository is designed to showcase the implementation of LLMs in different use cases, providing detailed examples of how to deploy these models from start to finish. 

| S.no | Project | Tech Stack | Repository | 

|------|---------|------------|------------|

| 1. | Retail Database Q&A using Google PaLM | LangChain, ChromaDB, MySQL, FAISS, HuggingFace, Streamlit | [Repo](https://github.com/Jkanishkha0305/End-to-End-LLM-Projects/tree/main/PaLM_sqldb_tshirts) |

| 2. | News Research Tool using Google PaLM | LangChain, Unstructured, FAISS, HuggingFace, Streamlit | [Repo](https://github.com/Jkanishkha0305/End-to-End-LLM-Projects/tree/main/PaLM_news_research_tool) |

| 3. | LLaMa-2 Blog Generator | LLaMa -2, Langchain, Streamlit | [Repo](https://github.com/Jkanishkha0305/End-to-End-LLM-Projects/tree/main/LLaMa_2_blog_generator) |

| 4. | Private Healthcare AI Assistant for Clinics | Qdrant, DSPy, Groq - LLaMa3, Gradio, ```BAAI/bge-large-en-v1.5``` | [Repo](https://github.com/Jkanishkha0305/End-to-End-LLM-Projects/tree/main/Groq_Clininc_Assitant) |

| 5. | Intelligent Image Gallery with Deduplication & Text Based Search using OpenAI CLIP | Qdrant, Gradio, ```clip-ViT-B-32``` | [Repo](https://github.com/Jkanishkha0305/End-to-End-LLM-Projects/tree/main/CLIP_AI_Gallery) |

| 6. | RAG without GPU using GPT4All x Mistral-7B | Qdrant, LangChain, GPT4All | [Repo]() |

| 7. | Medical Chat Doctor by Finetuning Mistral-7B using PEFT & QLoRA | Transformers, BitsAndBytes, PEFT, Gradio | [Repo]() |

| 8. | RAG model using Gemma | HuggingFace, Weaviate, DSPy, Gradio | [Repo](https://github.com/Jkanishkha0305/End-to-End-LLM-Projects/tree/main/RAG_Gemma) |

| 9. | Fine-Tuning Phi-3 with Unsloth on Custom Dataset | Unsloth, Huggingface, PEFT | [Repo](https://github.com/Jkanishkha0305/End-to-End-LLM-Projects/tree/main/PHI3_Finetuning_Unsloth) |

| 10. | Multimodal Healthcare RAG using Gemini | Gemini-1.5-flash, Qdrant, Llamaindex, Gradio | [Repo](https://github.com/Jkanishkha0305/End-to-End-LLM-Projects/tree/main/Multimodal_Healthcare) |

| 11. | IKEA Multimodal RAG | Gemini-1.5-flash, OpenAI API, Cohere, LlamaParse, CLIP | [Repo](https://github.com/Jkanishkha0305/End-to-End-LLM-Projects/tree/main/IKEA_Assembly_RAG) |