First working version of reviewLlama with some different default

src/reviewllama/cli.py

@@ -25,7 +25,7 @@ def create_argument_parser() -> argparse.ArgumentParser:
         epilog="""
 Examples:
   reviewllama . --model gemma3:27b --server localhost:11434
-  reviewllama src/ tests/ --model llama3.2:7b 
+  reviewllama src/ tests/ --model gemma3:4b
         """,
     )
 
@@ -38,7 +38,7 @@ Examples:
 
     parser.add_argument(
         "--model",
-        default="llama3.2:3b",
+        default="gemma3:4b",
         help="Ollama model to use for code review (default: %(default)s)",
     )
 
@@ -69,7 +69,10 @@ Examples:
         default=(
             "You are a PR review assistant in charge of softare quality control. "
             "You analyze code changes in the context of the full code base to verify style, "
-            "syntax, and functionality"
+            "syntax, and functionality. Each suggestion should consist of the original code, "
+            "suggested changes if relevant, and a short description of why the change is suggested "
+            "Examples\nInput:\n```\nvarialbe=1+1\n```\nOutput:\nOriginal:\n```\nvarialbe=1+1\n"
+            "Suggestion:\n```variable=1+1\n```\nReason: `varialbe` is likely a typo."
         ),
         help="Base branch to compare against (default: %(default)s)",
     )

src/reviewllama/reviewllama.py

@@ -16,9 +16,7 @@ def run_reviewllama(config: ReviewConfig):
     for path in config.paths:
         chat_client = create_and_log_chat_client(config.ollama)
         analysis = create_and_log_git_diff_analysis(path, config.base_branch)
-        retriever = create_and_log_vector_store_retriever(
+        retriever = create_and_log_vector_store_retriever(analysis.repo, config.ollama)
-            analysis.repo, config.ollama
-        )
 
         for diff in analysis.diffs:
             chat_client = get_suggestions(diff, retriever, chat_client)
@@ -37,13 +35,10 @@ def create_and_log_git_diff_analysis(path: Path, base_branch: str) -> GitAnalysi
 
 
 def create_and_log_vector_store_retriever(
-        repo: Repo, config: OllamaConfig 
+    repo: Repo, config: OllamaConfig
 ) -> VectorStoreRetriever:
     log_info("Creating vector_store...")
-    retriever = create_retriever(
+    retriever = create_retriever(get_tracked_files(repo), config)
-        get_tracked_files(repo),
-        config
-    )
     log_info("Done creating vector store")
     return retriever
 
@@ -52,7 +47,7 @@ def get_suggestions(
     diff: GitDiff, retriever: VectorStoreRetriever, chat_client: ChatClient
 ) -> ChatClient:
     new_client = chat_with_client(chat_client, craft_message(diff), retriever)
-    log_info(str(new_client.get_last_response_or_none()))
+    log_info(str(new_client.get_last_response_or_none().content))
     return new_client