Fabian Altendorfer's starred repositories
privateGPT
Interact with your documents using the power of GPT, 100% privately, no data leaks
text-generation-webui
A Gradio web UI for Large Language Models.
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
llama_index
LlamaIndex is a data framework for your LLM applications
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
lm-evaluation-harness
A framework for few-shot evaluation of language models.
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
fromthetransistor
From the Transistor to the Web Browser, a rough outline for a 12 week course
RedPajama-Data
The RedPajama-Data repository contains code for preparing large datasets for training large language models.
deep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
sec-insights
A real world full-stack application using LlamaIndex
text-generation-webui-colab
A colab gradio web UI for running Large Language Models
auto-evaluator
Evaluation tool for LLM QA chains
fromthetensor
From the Tensor to Stable Diffusion, a rough outline for a 9 week course.
PdfGptIndexer
RAG based tool for indexing and searching PDF text data using OpenAI API and FAISS (Facebook AI Similarity Search) index, designed for rapid information retrieval and superior search accuracy.
lemon-agent
Plan-Validate-Solve (PVS) Agent for accurate, reliable and reproducable workflow automation
yolo-ai-cmdbot
AI bot that translates your question to a command and executes it yolo style
llama_docs_bot
Bottoms Up Development with LlamaIndex - Building a Documentation Chatbot