Observation agents are 'data parsing experts' in the CoAgents framework and perform two core functions:
- Extraction of information: Deep parsing of raw data (usually complex JSON or text) returned by the execution agent to pinpoint specific data items needed by the user. For example, in the case of TMDB, key information such as ratings, directors, etc. can be extracted from dozens of fields returned by the movie API.
- incorrect diagnosis: When the tool returns an exception result, analyze the type of error (e.g., parameter error, permission issue, etc.) and provide a basis for the next adjustment of the execution agent. This ability allows the framework to not only 'see' the data, but also 'understand' the meaning of the state behind the data, and is a key component in realizing the self-correction loop.
This answer comes from the articleCoAgents: a framework for learning to use tools through multi-intelligence collaborationThe