1 files changed, 67 insertions, 24 deletions
diff --git a/rag/cli.py b/rag/cli.py
index 7e7e88a..a037cb4 100644
--- a/rag/cli.py
+++ b/rag/cli.py
@@ -1,33 +1,76 @@
 from pathlib import Path
 
+import click
 from dotenv import load_dotenv
+from loguru import logger as log
 
-from rag.generator import MODELS, get_generator
+from rag.generator import get_generator
 from rag.generator.prompt import Prompt
 from rag.retriever.retriever import Retriever
 
-if __name__ == "__main__":
-    load_dotenv()
+
+def upload(directory: str):
+    log.info(f"Uploading pfs found in directory {directory}...")
+    retriever = Retriever()
+    pdfs = Path(directory).glob("**/*.pdf")
+    for path in tqdm(list(pdfs)):
+        retriever.add_pdf(path=path)
+
+
+def rag(generator: str, query: str, limit):
     retriever = Retriever()
+    generator = get_generator(generator)
+    documents = retriever.retrieve(query, limit=limit)
+    prompt = Prompt(query, documents)
+    print("Answer: ")
+    for chunk in generator.generate(prompt):
+        print(chunk, end="", flush=True)
 
-    print("\n\nRetrieval Augmented Generation\n")
-    model = input(f"Enter model ({MODELS}):")
-
-    while True:
-        choice = input("1. Add pdf from path\n2. Enter a query\n")
-        match choice:
-            case "1":
-                path = input("Enter the path to the pdf: ")
-                path = Path(path)
-                retriever.add_pdf(path=path)
-            case "2":
-                query = input("Enter your query: ")
-                if query:
-                    generator = get_generator(model)
-                    documents = retriever.retrieve(query)
-                    prompt = Prompt(query, documents)
-                    print("Answer: \n")
-                    for chunk in generator.generate(prompt):
-                        print(chunk, end="", flush=True)
-            case _:
-                print("Invalid option!")
+    print(f"\n\n")
+    for i, doc in enumerate(documents):
+        print(f"### Document {i}")
+        print(f"**Title: {doc.title}**")
+        print(doc.text)
+        print("---")
+
+
+@click.option(
+    "-q",
+    "--query",
+    help="The query for rag",
+    prompt="Enter your query",
+)
+@click.option(
+    "-g",
+    "--generator",
+    type=click.Choice(["ollama", "cohere"], case_sensitive=False),
+    default="ollama",
+    help="Generator client",
+)
+@click.option(
+    "-l",
+    "--limit",
+    type=click.IntRange(1, 20, clamp=True),
+    default=5,
+    help="Max number of documents used in grouding",
+)
+@click.command()
+@click.option(
+    "-d",
+    "--directory",
+    help="The full path to the root directory containing pdfs to upload",
+    type=click.Path(exists=True),
+    default=None,
+)
+def main(query: str, generator: str, limit: int, directory: str):
+    if query:
+        rag(generator, query, limit)
+    elif directory:
+        upload(directory)
+    # TODO: truncate databases
+    # TODO: maybe add override for models
+
+
+if __name__ == "__main__":
+    load_dotenv()
+    main()