Welcome! I'm using this space as a digital notebook—a dedicated spot to capture all my thoughts, ideas, and discoveries related to developing my chatbot. As I come across intriguing resources, insightful concepts, or new approaches that might enhance the chatbot or inspire other projects, I'll record them here.
Think of this space as a clearinghouse for the constant buzz of ideas in my head—a practical way to unload my thoughts so I can actually rest! Not every idea listed will be pursued; some may simply serve as inspiration, others as starting points for further investigation or even for entirely different projects.
While this is primarily a personal notes page created for my own clarity and peace of mind, I'm sharing it openly because it may prove valuable to you as well. You might discover new resources, gain fresh perspectives, or find ideas worth exploring for your own projects.
This documentation won't necessarily be exhaustive, detailed, or structured—but it will be genuine and reflective of my thought process. Feel free to browse, explore, and perhaps find something useful along the way!
BHS Chatbot Agent
- Adding Additional Sources of Knowledge for the Chatbot: There are several documents covering multiple schools for Bartlesville Public High School. Along with several calendars. Picking which ones is not easy. If I plan to keep this around and use it I will need to consider vectorizing multiple sources.
- FAQ Document - https://docs.google.com/document/d/1tVJ5yaPs4yNL3P-qPZqdT61hCfaVHIthm81PRSRvF60/preview?tab=t.0
- Student Organizations - https://docs.google.com/document/d/1I4AohdWiK9jKaiGY_cN01xN8IVmK5YyB0KU7b9uWj7k/preview?tab=t.0
- Baseball, Wrestling, Football - Rankone Schedules
- Smarter Agent(s) -
- As I incorporate more sources the agent logic will need to be able to determine the best source. Or I can consider a much larger vector store and possibly utilize reranking to improve results.
- Agent approach also need to be able to handle AND type of questions. “What are elgibility requirements for graduation AND when is graduation?” Right now it will pick one or the other, but not both the answer in a structured response.
- Note about Agentic Approach - Its very inefficient feel like a straight forward workflow might be better, but for now will pursue to keep learning.
- Supabase: Better Database Approach - Looking at Supabase for both traditional and vector store locations - https://supabase.com/
- N8N: Using N8N for automation of datasources should they change - https://n8n.io/
- PydanticAI - want to investigate this approach as an alternative to LangChain. - https://ai.pydantic.dev/
- LogFire - as an alternative to LangSmith - https://pydantic.dev/logfire
Meal Planning Chatbot
- Can I access my Apple calendar to use with an application?
- What is the process?
- Will it need memory? Longterm memory with user profiles?
- Streamlit or Flask? Why?
- MVP functionality Logic:
- Determine what nights are cooking nights, leftover nights or eat out nights. If cooking is it a crockpot meal due to limited time?
- Factors for response:
- How long do you need to cook a meal?
- What time is bedtime?
- How much time do you want to set aside or need for a meal + cook time?