Debugging 

When the ke_search_ai extension log level is set to DEBUG (Extension Manager → ke_search_ai →

→ Log level), the extension logs detailed information to help analyze the RAG pipeline:

- Retrieval: The search term and the similarity scores of the top-k results (including UID and

title of the indexed records) are logged to help analyze why certain records were chosen as context.

- LLM API: Request (URL, model, max_tokens, system and user prompt; long text is truncated)

and response (answer content, truncated if long). If the API returns token usage (e.g. Mistral, OpenAI), prompt_tokens, completion_tokens and total_tokens are logged to help estimate costs.

- Embedding API: Request (URL, model, input length and a short preview of the text) and

response (number of dimensions). If the API returns token usage, prompt_tokens and total_tokens are logged.

Log entries are written to the file var/log/ke_search_ai.log. API keys are never logged.

By default, the log level is set to WARNING, meaning only errors and warnings are recorded.