• Actions Taken:
    • Used the Gemini CLI to update the results from Task 14.
    • Investigated the local Ollama model files in ~/.ollama/models.
    • Created a new Modelfile to enable tool usage for the qwen3-coder model.
    • Built a new, larger model named anicolao/large with tool-calling capabilities and an expanded context window.
    • Discovered that the web search issue in the qwen3-code fork of the Gemini CLI is a bug/missing feature, not a configuration problem, as documented in QwenLM/qwen-code#147.
  • Friction/Success Points:
    • Successfully created a local model that can invoke tools.
    • The model’s performance and accuracy were unsatisfactory, as it did not respond to prompts as expected.
    • While using the Gemini CLI to make these updates, it hallucinated non-existent tasks, which was reported in google-gemini/gemini-cli#6231.
  • Lessons Learned:
    • It is possible to create a local, tool-capable model with Ollama.
    • The qwen3-code fork of the Gemini CLI is not yet capable of using the web search tool due to a bug.
    • Further investigation is required to improve the prompt interpretation and response quality of the custom model.
  • Next Steps:
    • Investigate methods for improving the prompt response of the local anicolao/large model.
    • Monitor the qwen3-code fork for a fix to the web search bug.