added gpt to groovy

app.py

@@ -2,6 +2,7 @@ import streamlit as st
 import chromadb
 from chromadb.utils import embedding_functions
 from sentence_transformers import SentenceTransformer
+from openai import OpenAI
 
 client = chromadb.PersistentClient(path="./chromadb/")
 MODEL_NAME: str = "mixedbread-ai/mxbai-embed-large-v1" # ~ 0.5 gb
@@ -19,15 +20,26 @@ st.write("Data Avaliable: ", DATA_AVAL)
 user_question: str = st.text_area("Enter your groovy questions here")
 access_key: str = st.text_input("Enter your gpt key here", type="password")
 
-if st.button('Query Database'):
-    if (user_question == ""):
-        st.stop()
-    else:
-        st.header("Results")
-        # Perform the Chromadb query.
-        results = schemer.query(
-            query_texts=[user_question],
-            n_results=10,
-            include = ['documents']
-        )
-        st.write(results["documents"])
+if st.button('Query Database') & (access_key != "") & (user_question != ""):
+    openai_client = OpenAI(api_key=access_key)
+
+    st.header("Results")
+    # Perform the Chromadb query.
+    results = schemer.query(
+        query_texts=[user_question],
+        n_results=10,
+        include = ['documents']
+    )
+    documents = results["documents"]
+    response = openai_client.chat.completions.create(
+        model="gpt-3.5-turbo",
+        messages=[
+            {"role": "system", "content": "You are an expert in functional programming in Scheme, with great knowledge on programming paradigms."},
+            {"role": "user", "content": user_question},
+            {"role": "assistant", "content": str(documents)},
+        ]
+    )
+
+    st.write(response.choices[0].message.content)
+
+            

chromadb/a81ece71-a3dd-473b-b74b-da3ab01ee2b8/data_level0.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:aead1bd9ef8ff975d543d56114a7c2d52ca5dcd57c8300e28505f18a10fe4a7c
+oid sha256:8c78a24459aa9faddf76eeaabb412def3088a28fdb0e22eb84e18899ab90349b
 size 4236000

chromadb/a81ece71-a3dd-473b-b74b-da3ab01ee2b8/length.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:fc19b1997119425765295aeab72d76faa6927d4f83985d328c26f20468d6cc76
+oid sha256:1e7ebe78920ea8d3b0bcef3e4faefbe339db32201ec703c45b22300c77aeea7e
 size 4000