# Steps

1. Pre-process the knowledge base (docs)
2. Store it in a database (embeddings)
3. Inject content into GPT-3 prompt

# App building specs

1. langchain - for chaining prompts
2. langflow - displays prompting with database
3. gradio - integrates with huggingface (important, to easily demo the work being done, and let people pay for the openai results)
4. pinecone (cloud vectorstore database, instead of chromadb which runs local)