# Testing🧪
* Testing from 3rd party aws account. [ Today ]
* Test Large Amounts of Feeds ( Decrease the cadence of ingesting. ) [ Today ]
* Test out Vector Databases at Small Scale
* Test out Vector Databases at Scale. 
* Test out LLM Summarizaiton At Small Scale
* Test out LLM Summarization At Scall


# Application Modules
* Vector Storage
* Vector Analysis
* LLM Summarization
* Semantic Understanding & Reasoning 
* AWS Budget, Pinecone Budget, & LLM Budget
* Integration with bumblebee
* Visualization System ( Ingesting, Clustering, etc...) 

# Misc
* Duplicate Article Check Module.
* Github Issues & Github Actions.

# Future Modules
* Other Add-on's with text classification of articles ( Sentiment Analysis, political polarity, etc... )
* Article Clustering Module
* API Module ( Semantic Search, Retrieval )
* Architecture Diagram

# Possible Use Cases/Examples
* Betting Market Prediction
* Financial Market Predicitions
* News Aggregation
* News Letter Tooling

# Over-caffeineted Ideas ☕
* Make it solarpunk themed.
* Write a serverless manifesto for personal projects and where you would like to see the serverless world go.