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mdwoicke's Projects

local-groqbook icon local-groqbook

Groqbook: Generate entire books in seconds using Groq and Llama3

local-rag icon local-rag

Testing out how RAG would work with locally hosted models.

local-rag-ragelo icon local-rag-ragelo

RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker

localai-llm icon localai-llm

:robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.

localgpt icon localgpt

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

local_rag icon local_rag

Local Rag uses local machine learning models for Retrieval Augmented Generation (RAG). The stack is Streamlit as the front end, Ollama and Transformers for the inference and Supabase for the database.

longrag icon longrag

Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".

macaw-llm-multimodal icon macaw-llm-multimodal

Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration

makemoe icon makemoe

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

maps icon maps

Internet-in-a-Box (IIAB) Maps are like Google Maps but better, for schools especially, as they work offline (including satellite photos!) and avoid all the advertising. LATEST README: https://github.com/iiab/iiab/tree/master/roles/osm-vector-maps

medical-rag-using-bio-mistral-7b icon 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.

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