Setting up repo for streamlit and required python packages.

main.py

@@ -1 +1,38 @@
-import streamlit as st
+import streamlit as st
+st.set_page_config(page_title="Speak-To-Docs", page_icon="📝", layout="wide", initial_sidebar_state="expanded")
+
+import os
+
+# Langchain components
+from langchain.chains import RetrievalQA
+from langchain.chat_models import ChatOpenAI
+
+# Add OpenAI library
+import openai
+
+# Get Configuration Settings
+from dotenv import load_dotenv
+load_dotenv()
+
+# Configure OpenAI API using Azure OpenAI
+openai.api_key = os.getenv("API_KEY")
+openai.api_base = os.getenv("ENDPOINT")
+openai.api_type = "azure"  # Necessary for using the OpenAI library with Azure OpenAI
+openai.api_version = os.getenv("OPENAI_API_VERSION")  # Latest / target version of the API
+
+# Implementation
+from langchain.embeddings import OpenAIEmbeddings
+
+# OpenAI Settings
+model_deployment = "text-embedding-ada-002"
+# SDK calls this "engine", but naming it "deployment_name" for clarity
+
+model_name = "text-embedding-ada-002"
+
+openai_embeddings: OpenAIEmbeddings = OpenAIEmbeddings(
+    openai_api_version = os.getenv("OPENAI_API_VERSION"), openai_api_key = os.getenv("API_KEY"),
+    openai_api_base = os.getenv("ENDPOINT"), openai_api_type = "azure"
+)
+
+# LLM - Azure OpenAI
+llm = ChatOpenAI(temperature = 0.3, openai_api_key = os.getenv("API_KEY"), openai_api_base = os.getenv("ENDPOINT"), model_name="gpt-35-turbo", engine="Voicetask")

requirements.txt

@@ -1,40 +1,68 @@
+aiohappyeyeballs==2.4.0
+aiohttp==3.10.6
+aiosignal==1.3.1
 altair==5.4.1
+annotated-types==0.7.0
+anyio==4.6.0
 attrs==24.2.0
+azure-cognitiveservices-speech==1.40.0
 blinker==1.8.2
 cachetools==5.5.0
 certifi==2024.8.30
 charset-normalizer==3.3.2
 click==8.1.7
+frozenlist==1.4.1
 gitdb==4.0.11
 GitPython==3.1.43
+greenlet==3.1.1
+h11==0.14.0
+httpcore==1.0.5
+httpx==0.27.2
 idna==3.10
 Jinja2==3.1.4
+jsonpatch==1.33
+jsonpointer==3.0.0
 jsonschema==4.23.0
 jsonschema-specifications==2023.12.1
+langchain==0.2.16
+langchain-core==0.2.41
+langchain-text-splitters==0.2.4
+langsmith==0.1.128
 markdown-it-py==3.0.0
 MarkupSafe==2.1.5
 mdurl==0.1.2
+multidict==6.1.0
 narwhals==1.8.3
-numpy==2.1.1
+numpy==1.26.4
+openai==0.28.1
+orjson==3.10.7
 packaging==24.1
 pandas==2.2.3
 pillow==10.4.0
 protobuf==5.28.2
 pyarrow==17.0.0
+pydantic==2.9.2
+pydantic_core==2.23.4
 pydeck==0.9.1
 Pygments==2.18.0
 python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
 pytz==2024.2
+PyYAML==6.0.2
 referencing==0.35.1
 requests==2.32.3
 rich==13.8.1
 rpds-py==0.20.0
 six==1.16.0
 smmap==5.0.1
+sniffio==1.3.1
+SQLAlchemy==2.0.35
 streamlit==1.38.0
 tenacity==8.5.0
 toml==0.10.2
 tornado==6.4.1
+tqdm==4.66.5
 typing_extensions==4.12.2
 tzdata==2024.2
 urllib3==2.2.3
+yarl==1.12.1