mdwoicke's repositories
llama_index
LlamaIndex is a data framework for your LLM applications
self-rag
This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.
app-micro-agent
An AI agent that writes (actually useful) code for you
graphrag-accelerator
One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure
blogs-GraphRag
Jupyter notebooks that support my graph data science blog posts at https://bratanic-tomaz.medium.com/
taipy
Turns Data and AI algorithms into production-ready web applications in no time.
home-assistant-core
:house_with_garden: Open source home automation that puts local control and privacy first.
agents-openagi
Paving the way for open agents and AGI for all.
Router-RouteLLM
A framework for serving and evaluating LLM routers.
llm-phidata-rag
Build AI Assistants using function calling
coding-claude-engineer
Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality.
formatting-omniparse
Ingest, parse, and optimize any data format ➡️ from documents to multimedia ➡️ for enhanced compatibility with GenAI frameworks
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
agentscope
Start building LLM-empowered multi-agent applications in an easier way.
monitor-openlit
OpenLIT is an open-source LLM Observability tool built on OpenTelemetry. 📈🔥 Monitor GPU performance, LLM traces with input and output metadata, and metrics like cost, tokens, and user interactions along with complete APM for LLM Apps. 🖥️
RAG-SQL-vanna
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
Mixture-of-Agents-MoA
Together Mixture-Of-Agents (MoA) – 65.1% on AlpacaEval with OSS models
langgraph-ui-python
🧬🐍 Generative UI web application built with LangChain Python, AI SDK & Next.js
ollama_pdf_rag
A demo Jupyter Notebook showcasing a simple local RAG (Retrieval Augmented Generation) pipeline to chat with your PDFs.
database-chat-llama-pipeline
NLP Projects playlist