This is a lightweight app using the Web Research Retriever.
You only need to supply a few things.
In settings() function, supply:
- Search: Select the search tool you want to use (e.g., GoogleSearchAPIWrapper).
- Vectorstore: Select the vectorstore and embeddings you want to use (e.g., Chroma, OpenAIEmbeddings).
- Select the LLM you want to use (e.g., ChatOpenAI).
To use st.secrets set enviorment variables in .streamlit/secrets.toml file.
Or, simply set all API keys and remove st.secrets:
export GOOGLE_API_KEY=xxx
export GOOGLE_CSE_ID=xxx
export OPENAI_API_KEY=xxx
Run:
streamlit run web_explorer.py
Example output:
