A public preview of watsonx.ai Flows Engine is now available. This post shows an example how to build a simple agent which accesses LLMs from watsonx.ai and pre-built tools. Build performant ge...
Improving Developer Productivity via Agents
At TechXchange 2024 IBM gave an amazing demo how to increase developer productivity via agents. Below are some screenshots from the keynote. Check out the demo of the keynote ‘Track Spotlight for ...
InstructLab in watsonx.ai
At TechXchange 2024 IBM gave a nice preview how to run InstructLab in watsonx.ai. Below are some screenshots of a demo from the keynote. InstructLab is an innovative methodology to customize small...
Accessing LLMs from watsonx Assistant
watsonx Assistant and watsonx Orchestrate can access Large Language Models from watsonx.ai to build conversational experiences utilizing Generative AI capabilities via state-of-the-art models from ...
AI Agents with watsonx.ai
Agents are the next step in the evolution of AI. Via tools AI agents can not only generate text, but invoke business logic and access real time data. Sophisticated tasks can be solved by multiple a...
Customizations of Generative AI Models with InstructLab
Fine-tuning of Large Language Models allows customizations of AI models for specific tasks and data. While Fine-tuning used to require a lot of compute, technologies like InstructLab, QLoRA and lam...
watsonx Platform Demos
watsonx is IBM’s AI & data platform that’s built for business. It supports the complete AI lifecycle including Large Language Models, developer tools, governance and more. This post describes a...
Multi-turn Conversations with watsonx Orchestrate
watsonx Orchestrate supports multi-turn conversations as beta. This post shows an example how this new functionality works. Multi-turn conversations are useful in RAG scenarios (Retrieval Augmente...
Synthetic Data Generation with InstructLab
InstructLab is an open-source framework to fine-tune smaller generative AI models via a new alignment technique. Models can be fine-tuned with relative little real data. This post describe how Inst...
OpenAI API Proxy for watsonx.ai
The OpenAI API can be considered as de-facto standard for accessing Large Language Models for generations. This post describes how to run a proxy which accepts OpenAI API requests to run models on ...