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Agent Configurations

Adding agent configurations is the most important part of working with therix. It decides the entire flow of the agent and determines the output. Based on the configuration added, therix itself identifies the type of agent you want to create.

Agent configurations which determine the agent type cannot be used with other clashing agent configurations. Therix wont let you add clashing configurations and will throw an exception if you try to do so.

An example of which is an embedding model and a summarizer configuration cannot be added together as for the summarizer configuration we do not need embeddings as it accepts plain text.

agent = Agent(name="My New Published Agent")
    (
        agent
        .add(EmbeddingModel(config={ // Embedding model config}))
        .add(SummarizerConfig(config={ // Summarizer config }))
    )

# throws an exception 
Exception : Cannot add SUMMARIZER.

As we have added embedding model first, therix determines the type as RAG and then when we add summarizer config it tries to overwrite the type by SUMMARIZER and hence throws an exception.

Conflicting configurations​

As of now therix only has one conflicting configuration.

  • Embedding Model and Summarizer Configuration.