agent_parsingTier 1 · 70% confidence

ai-agents-agent-parsing-react-agent-fails-with-outputparserexception-becau-24883c43

agent: ai_agents

When does this happen?

IF ReAct agent fails with OutputParserException because LLM output includes both a tool action and a final answer simultaneously.

How others solved it

THEN Ensure the LLM's stop token is set to 'Observation:' to prevent the model from generating further content after producing an observation. Alternatively, use a custom output parser that can gracefully handle outputs containing both an action and a final answer.

llm = ChatOpenAI(model='gpt-4', stop=['Observation:'])  # or for llama3: llm = ChatGroq(model='llama3-70b-8192', stop=['Observation:'])

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