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Documentation Index

Fetch the complete documentation index at: https://docs.neuralfactory.ai/llms.txt

Use this file to discover all available pages before exploring further.

Agent Issues

This guide helps you diagnose and resolve common agent-related problems.

Agent not responding

Symptoms: You send a message and nothing happens, or you see an error message. Possible causes and fixes:
  1. AI model service issue — The underlying AI model may be temporarily unavailable. Wait a minute and try again.
  2. Agent configuration error — The agent may have an invalid configuration. An administrator should check the agent’s settings in the Agents page.
  3. Tool failure — A tool the agent is trying to use may be failing. Check toolkit connections in the admin panel.

Agent responding slowly

Symptoms: The agent takes a long time before text starts appearing. Possible causes and fixes:
  1. Complex tool usage — If the agent is searching knowledge bases, calling external tools, or executing code, each step adds time. This is normal behavior.
  2. Large context — Long conversations with many messages create a larger context for the model to process. Start a new conversation if the current one has become very long.
  3. Model selection — More capable models (reasoning models, larger models) can be slower. An administrator can try a faster model if speed is a priority.
  4. Server load — During peak usage, response times may increase.

Agent giving wrong or irrelevant answers

Symptoms: The agent provides incorrect information, ignores your question, or goes off-topic. Possible causes and fixes:
  1. Missing knowledge — The relevant documents may not be in the connected knowledge base. Check that the KB contains the information and that it’s been indexed.
  2. Poor system prompt — The agent’s instructions may not be clear enough. An administrator should review and refine the system prompt.
  3. Wrong agent — You may be chatting with an agent that isn’t designed for your question type. Try selecting a different agent.
  4. Strict mode — If the agent is in strict mode and can’t find relevant documents, it will decline to answer rather than guess.
  5. Outdated documents — The knowledge base may contain outdated information. Verify documents are current.

Agent not using knowledge base

Symptoms: The agent responds but doesn’t cite any sources, even for questions that should match documents. Possible causes and fixes:
  1. Knowledge search not enabled — Verify the agent has the knowledge search tool enabled.
  2. No knowledge base connected — Verify at least one KB is connected to the agent.
  3. KB not indexed — Check the knowledge base’s indexing status — documents may still be processing.
  4. KB access control — You may not have access to the KB. Check your group memberships.
  5. Query mismatch — Your question may not match the documents well. Try rephrasing.

Reporting persistent issues

If issues persist after troubleshooting:
  1. Note the agent name, your message, and the error/behavior
  2. Check the Analytics dashboard for the interaction details
  3. Contact support@neuralfactory.ai with this information