Update app.py
Browse files
app.py
CHANGED
|
@@ -1,43 +1,65 @@
|
|
| 1 |
import streamlit as st
|
| 2 |
import os
|
| 3 |
|
| 4 |
-
from ingest import load_repo, ingest_repo
|
| 5 |
from vectorstore import create_vectorstore
|
| 6 |
from rag_chain import build_rag_chain
|
| 7 |
|
| 8 |
st.set_page_config(page_title="Codebase RAG Assistant")
|
| 9 |
-
|
| 10 |
st.title("🧠 Codebase RAG Assistant")
|
| 11 |
|
| 12 |
-
# Session state
|
| 13 |
if "qa_chain" not in st.session_state:
|
| 14 |
st.session_state.qa_chain = None
|
| 15 |
|
| 16 |
-
|
| 17 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 18 |
|
| 19 |
-
if st.button("Index Repository"):
|
| 20 |
-
if not repo_url:
|
| 21 |
-
st.warning("Please enter a GitHub repository URL")
|
| 22 |
-
else:
|
| 23 |
-
with st.spinner("Cloning and indexing repository..."):
|
| 24 |
-
repo_path = load_repo(repo_url)
|
| 25 |
-
docs = ingest_repo(repo_path)
|
| 26 |
vectorstore = create_vectorstore(docs)
|
| 27 |
st.session_state.qa_chain = build_rag_chain(
|
| 28 |
vectorstore,
|
| 29 |
os.getenv("GROQ_API_KEY")
|
| 30 |
)
|
| 31 |
-
st.success("Repository indexed successfully!")
|
| 32 |
|
| 33 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 34 |
question = st.text_input("Ask a question about the codebase")
|
| 35 |
|
| 36 |
if st.button("Ask"):
|
| 37 |
if st.session_state.qa_chain is None:
|
| 38 |
-
st.warning("
|
| 39 |
elif not question.strip():
|
| 40 |
-
st.warning("
|
| 41 |
else:
|
| 42 |
with st.spinner("Thinking..."):
|
| 43 |
answer = st.session_state.qa_chain.invoke(question)
|
|
|
|
| 1 |
import streamlit as st
|
| 2 |
import os
|
| 3 |
|
| 4 |
+
from ingest import load_repo, ingest_repo, extract_zip
|
| 5 |
from vectorstore import create_vectorstore
|
| 6 |
from rag_chain import build_rag_chain
|
| 7 |
|
| 8 |
st.set_page_config(page_title="Codebase RAG Assistant")
|
|
|
|
| 9 |
st.title("🧠 Codebase RAG Assistant")
|
| 10 |
|
|
|
|
| 11 |
if "qa_chain" not in st.session_state:
|
| 12 |
st.session_state.qa_chain = None
|
| 13 |
|
| 14 |
+
st.subheader("Input Source")
|
| 15 |
+
|
| 16 |
+
repo_url = st.text_input("GitHub Repository URL (optional)")
|
| 17 |
+
uploaded_zip = st.file_uploader("Or upload ZIP file", type=["zip"])
|
| 18 |
+
|
| 19 |
+
if st.button("Index Codebase"):
|
| 20 |
+
try:
|
| 21 |
+
with st.spinner("Processing codebase..."):
|
| 22 |
+
|
| 23 |
+
if uploaded_zip:
|
| 24 |
+
repo_path = extract_zip(uploaded_zip)
|
| 25 |
+
docs = ingest_repo(repo_path)
|
| 26 |
+
|
| 27 |
+
elif repo_url:
|
| 28 |
+
if "/blob/" in repo_url:
|
| 29 |
+
st.error("Please provide a repository URL, not a file URL.")
|
| 30 |
+
st.stop()
|
| 31 |
+
repo_path = load_repo(repo_url)
|
| 32 |
+
docs = ingest_repo(repo_path)
|
| 33 |
+
|
| 34 |
+
else:
|
| 35 |
+
st.warning("Provide GitHub repo URL or upload ZIP.")
|
| 36 |
+
st.stop()
|
| 37 |
+
|
| 38 |
+
if not docs:
|
| 39 |
+
st.error(
|
| 40 |
+
"No supported source files found.\n\n"
|
| 41 |
+
"Supported: .py, .js, .java, .cpp, .txt, .ipynb"
|
| 42 |
+
)
|
| 43 |
+
st.stop()
|
| 44 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 45 |
vectorstore = create_vectorstore(docs)
|
| 46 |
st.session_state.qa_chain = build_rag_chain(
|
| 47 |
vectorstore,
|
| 48 |
os.getenv("GROQ_API_KEY")
|
| 49 |
)
|
|
|
|
| 50 |
|
| 51 |
+
st.success("Indexing completed!")
|
| 52 |
+
|
| 53 |
+
except Exception as e:
|
| 54 |
+
st.error(str(e))
|
| 55 |
+
|
| 56 |
question = st.text_input("Ask a question about the codebase")
|
| 57 |
|
| 58 |
if st.button("Ask"):
|
| 59 |
if st.session_state.qa_chain is None:
|
| 60 |
+
st.warning("Index a codebase first.")
|
| 61 |
elif not question.strip():
|
| 62 |
+
st.warning("Enter a question.")
|
| 63 |
else:
|
| 64 |
with st.spinner("Thinking..."):
|
| 65 |
answer = st.session_state.qa_chain.invoke(question)
|