๐ฏ Goal
You are creating a chatbot connected to a Google Sheet. The chatbot:
- Uses LangChain agent to reason over your sheet.
- Lets users chat through a web widget with a customized UI (your CSS styles).
- Stores memory of the conversation.
- Uses OpenAI GPT model to process natural language questions.
โ Key Strengths of This Workflow
- Data-grounded chatbot โ prevents hallucination by forcing answers only from Google Sheets.
- Memory enabled โ supports natural conversation.
- UI customization โ branded and modern look (logo, blur background, hover animations).
- Easy deployment โ single chat widget users can interact with.
๐ Possible Improvements
- ๐ Add search / filter functionality in Sheets queries (e.g., โshow me tasks with Priority Highโ).
- ๐ Extend to multiple sheets or datasets if needed.
- ๐ฅ Enable file upload parsing if users need to upload CSV/Excel.
- ๐งพ Add logging node to store all chats in another Google Sheet (good for analytics).
- ๐ Add authentication if you want it private (not fully public).