added simple documentation

README.md

@@ -11,3 +11,26 @@ pinned: false
 
 # InnovationPathfinderAI
 GenAI Research Assistant for Innovation Labs
+
+## Problem Statement
+In the age of the internet there is more information available than ever before. This is amazing,
+however it is difficult to manage all of this information in a central location. With out tool we 
+want to enable people with the capable to discover and manage knowledge bases.
+
+## Vector Store
+Documents are embedded and store inside of a Chroma vector store
+
+## Agents
+
+with agents our application is able to discover and refine the information it collects based on
+the needs and sentiment of the user.
+
+## Agent Tool
+
+- `embed_arvix_paper` This tool is able to add [arvix papers](https://arxiv.org/) to the Chroma Vector Store
+
+- `knowledgeBase_search` This tool is able to search the knowledge base generated by the user
+
+- `wikipedia_search` search wikipedia
+
+- `google_search` search google