A quick walkthrough into LLMs, Large Action Models and Agents
Large Action Models (LAMs) areLLMs specifically trained for action generation or generalist LLMs like GPT-4 prompted for action. Agents leverage those to achieve users’ goals. LaVague is a framework to build AI Web Agents.
Open-source embeddings and LLMs outperform Gemini and OpenAI for Web Navigation while being faster and cheaper
We have developed evaluation tooling of AI models for Web Navigation. We found that local embedding models are as performant as proprietary ones behind APIs like OpenAI while being as fast or even faster and cheaper.
Announcing BigAction
BigAction, an open-source initiative to collect datasets to train and evaluate large action models
Announcing LaVague
Introducing LaVague, an open-source Large Action Model framework to automate automation.