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The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
A Survey on Large Language Model-Based Game Agents
Composable inference algorithms with LLMs and programmable logic
A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
Building modular LMs with parameter-efficient fine-tuning.
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
This project consists of advanced phishing detection using the BERT masked language model.
A PowerApps template that allows employees to update their M365 Profile Pictures with a filter.
A virtual environment for developing and evaluating automated scientific discovery agents.
Code for paper Sub-goal Distillation: A Method to Improve Small Language Agents, accepted at CoLLAs 2024.
An open-source visual programming environment for battle-testing prompts to LLMs.
DSPy: The framework for programming—not prompting—language models
A benchmark for evaluating learning agents based on just language feedback
Byte-sized text games for code generation tasks on virtual environments
Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Zihan Wang*, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng and …
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
We view Large Language Models as stochastic language layers in a network, where the learnable parameters are the natural language prompts at each layer. We stack two such layers, feeding the output…
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
A guidance language for controlling large language models.
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.
Platform to run interactive Reinforcement Learning agents in a Minecraft Server
Configuration of a ThinkPad P14s Gen2 to work with Ubuntu (20.04)
We perform functional grounding of LLMs' knowledge in BabyAI-Text
Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos
A neurosymbolic T5 agent for playing text games, from the EACL 2023 paper "Behavior Cloned Transformers are Neurosymbolic Reasoners"
Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).