The Context Gathering Decision Process: A POMDP Framework for Agentic Search

1. 1Apply POMDP frameworks to model agentic search in complex environments
2. 2Use iterative exploration to find relevant information in massive codebases or databases
3. 3Configure the POMDP framework to handle lossy representations of the search state
4. 4Test the framework using simulated environments or real-world datasets
5. 5Compare the performance of the POMDP framework with other context gathering methods

Research teams working on large language models and agentic search can benefit from this framework to improve their models' context gathering capabilities

💡 POMDP frameworks can be used to model agentic search and improve context gathering in complex environments

🤖 Improve context gathering in LLMs with POMDP frameworks for agentic search! 💡