3 items tagged “agents”
2024
PydanticAI (via) New project from Pydantic, which they describe as an "Agent Framework / shim to use Pydantic with LLMs".
I asked which agent definition they are using and it's the "system prompt with bundled tools" one. To their credit, they explain that in their documentation:
The Agent has full API documentation, but conceptually you can think of an agent as a container for:
- A system prompt — a set of instructions for the LLM written by the developer
- One or more retrieval tool — functions that the LLM may call to get information while generating a response
- An optional structured result type — the structured datatype the LLM must return at the end of a run
Given how many other existing tools already lean on Pydantic to help define JSON schemas for talking to LLMs this is an interesting complementary direction for Pydantic to take.
There's some overlap here with my own LLM project, which I still hope to add a function calling / tools abstraction to in the future.
2008
The technological future of the Web is in micro and macro structure. The approach to the micro is akin to proteins and surface binding--or, to put it another way, phenotropics and pattern matching. Massively parallel agents need to be evolved to discover how to bind onto something that looks like a blog post; a crumb-trail; a right-hand nav; a top 10 list; a review; an event description; search boxes.
2007
FIPA Abstract Architecture. Bill de hÓra shows how the work of the Intelligent Agents community relates to SOA / WS-*. We studied FIPA at University and the parallels to parts of the Web Service stack are pretty interesting.