dartmouth-cs98-23f / project-short-learning

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Updated Topic Models #134

Open linkevin281 opened 7 months ago

linkevin281 commented 7 months ago

Topic Relationships (9+ Hours)

Topics should no longer be thought of as a strict hierarchy. Instead, there is some value from [-1,1] that relates a topic to all other topics where negative numbers represent child-parent and positive number are parent-child.

Consider vector databases.

Integration

Some crossteam with backend
Crossteam with Rec engine
Crossteam with ML - for keyword development
Requires #133

Requirements

New data model for topic. IDs are used to tag videos and it integrates with other models. Ex. users affinities to topics.
Should be easily queryable to support our /search feature #130
Produce relationship strengths between topics through GPT + discretion
May require some rework to the API too