Add unit tests for LLM class methods#186
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Summary
Adds comprehensive unit tests for the LLM class in tests/test_llm.py.
The LLM class is the core AI extraction component of FireForm — it handles
prompting Ollama, parsing responses, and building the JSON used to fill PDFs.
Despite being the most critical module in the pipeline, it had zero test coverage.
Tests Added (17 tests across 4 methods)
build_prompt()
handle_plural_values()
"Engine 12; Engine 14"→["Engine 12", "Engine 14"]ValueErrorwhen no semicolon presentadd_response_to_json()
Nonewhen LLM returns"-1"(field not found)main_loop() (mocked Ollama API)
ConnectionErrorwhen Ollama is not reachableHow to Run