From fe99685f56bcdf2fdabf1358ae54fb7e7dbcf045 Mon Sep 17 00:00:00 2001
From: Haris Khan <hariskhan@Mac.home.local>
Date: Fri, 7 Aug 2026 23:48:47 -0600
Subject: [PATCH] Add local LLM chat client

---
 AI Projects/LocalLLM.py | 126 ++++++++++++++++++++++++++++++++++++++++
 1 file changed, 126 insertions(+)
 create mode 100644 AI Projects/LocalLLM.py

diff --git a/AI Projects/LocalLLM.py b/AI Projects/LocalLLM.py
new file mode 100644
index 0000000..6686c3f
--- /dev/null
+++ b/AI Projects/LocalLLM.py	
@@ -0,0 +1,126 @@
+"""
+Chat with a local Ollama model.
+"""
+
+from ollama import chat, list as list_models, pull
+
+
+class LocalAI:
+    def __init__(self, model):
+        self.model = model
+        self.messages = []
+
+    def ask(self, prompt):
+        """Send a prompt and retain the chat history."""
+        prompt = prompt.strip()
+        if not prompt:
+            raise ValueError("Prompt cannot be empty.")
+
+        self.messages.append({"role": "user", "content": prompt})
+
+        try:
+            response = chat(model=self.model, messages=self.messages)
+        except Exception:
+            self.messages.pop()
+            raise
+
+        answer = response.message.content
+        self.messages.append({"role": "assistant", "content": answer})
+        return answer
+
+    def clear(self):
+        """Clear the chat history."""
+        self.messages.clear()
+
+
+def ensure_model_installed(model):
+    """Download the selected model if it is missing."""
+    try:
+        installed_models = {
+            installed.model for installed in list_models().models
+        }
+    except Exception as error:
+        print(f"\nCould not connect to Ollama: {error}")
+        print("Start Ollama, then run this program again.")
+        return False
+
+    if model in installed_models:
+        return True
+
+    print(f"\nThe model '{model}' is not installed in Ollama.")
+    answer = input(f"Download it with 'ollama pull {model}'? (y/n)\n> ").strip()
+    if answer.lower() not in {"y", "yes"}:
+        print("Model download cancelled.")
+        return False
+
+    try:
+        print(f"Downloading {model}. Large models may take a while...")
+        pull(model)
+        print(f"Model '{model}' installed successfully.")
+        return True
+    except Exception as error:
+        print(f"Could not install model: {error}")
+        return False
+
+
+def main():
+    available_models = {
+        "1": "qwen3.5:9b",
+        "2": "qwen3:14b",
+        "3": "deepseek-r1:14b",
+        "4": "gemma3:12b",
+        "5": "gpt-oss:20b",
+    }
+
+    print("\nAvailable Models:")
+    print("1. Qwen 3.5 9B")
+    print("2. Qwen 3 14B")
+    print("3. DeepSeek R1 14B")
+    print("4. Gemma 3 12B")
+    print("5. GPT-OSS 20B")
+
+    while True:
+        choice = input(
+            "\nEnter a menu number or an exact Ollama model name:\n> "
+        ).strip()
+        if choice:
+            model = available_models.get(choice, choice)
+            break
+        print("Please enter a model number or model name.")
+
+    if not ensure_model_installed(model):
+        return
+
+    ai = LocalAI(model)
+
+    print(f"\nChatting with Ollama model: {ai.model}")
+    print("Ask anything. Enter /clear to reset or /exit to quit.")
+
+    while True:
+        try:
+            prompt = input("\nYou: ").strip()
+        except (EOFError, KeyboardInterrupt):
+            print("\nGoodbye!")
+            break
+
+        if prompt.lower() in {"/exit", "exit", "quit"}:
+            print("Goodbye!")
+            break
+
+        if prompt.lower() == "/clear":
+            ai.clear()
+            print("Conversation cleared.")
+            continue
+
+        if not prompt:
+            continue
+
+        try:
+            print(f"\nAI: {ai.ask(prompt)}")
+        except Exception as error:
+            print(f"\nError: {error}")
+            print("Make sure Ollama is running and the model is installed.")
+
+
+if __name__ == "__main__":
+    main()