do not fully delete lol

Reviewed-on: #4
Co-authored-by: Ryan Chen <ryan@torrtle.co>
Co-committed-by: Ryan Chen <ryan@torrtle.co>

Dockerfile

@@ -23,6 +23,7 @@ RUN uv pip install --system -e .
 
 # Copy application code
 COPY *.py ./
+COPY blueprints ./blueprints
 COPY startup.sh ./
 RUN chmod +x startup.sh
 
@@ -43,4 +44,4 @@ ENV PYTHONPATH=/app
 ENV CHROMADB_PATH=/app/chromadb
 
 # Run the startup script
-CMD ["./startup.sh"]
+CMD ["./startup.sh"]

blueprints/__init__.py

@@ -0,0 +1 @@
+# Blueprints package

llm.py

@@ -4,9 +4,14 @@ from ollama import Client
 from openai import OpenAI
 
 import logging
+from dotenv import load_dotenv
+
+load_dotenv()
 
 logging.basicConfig(level=logging.INFO)
 
+TRY_OLLAMA = os.getenv("TRY_OLLAMA", False)
+
 
 class LLMClient:
     def __init__(self):
@@ -30,31 +35,35 @@ class LLMClient:
         prompt: str,
         system_prompt: str,
     ):
+        # Instituting a fallback if my gaming PC is not on
         if self.PROVIDER == "ollama":
-            response = self.ollama_client.chat(
+            try:
-                model="gemma3:4b",
+                response = self.ollama_client.chat(
-                messages=[
+                    model="gemma3:4b",
-                    {
+                    messages=[
-                        "role": "system",
+                        {
-                        "content": system_prompt,
+                            "role": "system",
-                    },
+                            "content": system_prompt,
-                    {"role": "user", "content": prompt},
+                        },
-                ],
+                        {"role": "user", "content": prompt},
-            )
+                    ],
-            print(response)
+                )
-            output = response.message.content
+                output = response.message.content
-        elif self.PROVIDER == "openai":
+                return output
-            response = self.openai_client.responses.create(
+            except Exception as e:
-                model="gpt-4o-mini",
+                logging.error(f"Could not connect to OLLAMA: {str(e)}")
-                input=[
+
-                    {
+        response = self.openai_client.responses.create(
-                        "role": "system",
+            model="gpt-4o-mini",
-                        "content": system_prompt,
+            input=[
-                    },
+                {
-                    {"role": "user", "content": prompt},
+                    "role": "system",
-                ],
+                    "content": system_prompt,
-            )
+                },
-            output = response.output_text
+                {"role": "user", "content": prompt},
+            ],
+        )
+        output = response.output_text
 
         return output
 

main.py

@@ -197,10 +197,6 @@ def filter_indexed_files(docs):
 if __name__ == "__main__":
     args = parser.parse_args()
     if args.reindex:
-        with sqlite3.connect("./visited.db") as conn:
-            c = conn.cursor()
-            c.execute("DELETE FROM indexed_documents")
-
         logging.info("Fetching documents from Paperless-NGX")
         ppngx = PaperlessNGXService()
         docs = ppngx.get_data()