Add support for retrieving user preferences and memories using Mem0 w/ Updates #1429
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Added additional tests and removed direct dependency on mem0 for all memory needs. Only made mem0 required when the user directly sets mem0 as a memory provider.
@Dev-Khant Original PR ->
Changes
Comparison
User preferences provided through Mem0:
TL;DR
Agent with UserMemory shows significant improvements in personalization:
This TL;DR highlights the key differences between the agent outputs, specifically showing how the agent with memory provides more personalized and relevant recommendations based on the user preferences you provided in the example.
Travel Planner Agent Output without Memory
Travel Planner Agent Output with Memory