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.
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 |
| 2. | News Research Tool using Google PaLM | LangChain, Unstructured, FAISS, HuggingFace, Streamlit | Repo |
| 3. | LLaMa-2 Blog Generator | LLaMa -2, Langchain, Streamlit | Repo |
| 4. | Private Healthcare AI Assistant for Clinics | Qdrant, DSPy, Groq - LLaMa3, Gradio, BAAI/bge-large-en-v1.5 |
Repo |
| 5. | Intelligent Image Gallery with Deduplication & Text Based Search using OpenAI CLIP | Qdrant, Gradio, clip-ViT-B-32 |
Repo |
| 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 |
| 9. | Fine-Tuning Phi-3 with Unsloth on Custom Dataset | Unsloth, Huggingface, PEFT | Repo |
| 10. | Multimodal Healthcare RAG using Gemini | Gemini-1.5-flash, Qdrant, Llamaindex, Gradio | Repo |
| 11. | IKEA Multimodal RAG | Gemini-1.5-flash, OpenAI API, Cohere, LlamaParse, CLIP | Repo |