Commit Graph

5 Commits

Author SHA1 Message Date
Keegan George 6aaf8a0619
DEV: Use existing topic embeddings when suggesting tags/categories on edit (#1189)
When editing a topic (instead of creating one) and using the
tag/category suggestion buttons. We want to use existing topic
embeddings instead of creating new ones.
2025-03-12 18:52:07 -07:00
Roman Rizzi f5cf1019fb
FEATURE: configurable embeddings (#1049)
* Use AR model for embeddings features

* endpoints

* Embeddings CRUD UI

* Add presets. Hide a couple more settings

* system specs

* Seed embedding definition from old settings

* Generate search bit index on the fly. cleanup orphaned data

* support for seeded models

* Fix run test for new embedding

* fix selected model not set correctly
2025-01-21 12:23:19 -03:00
Roman Rizzi 534b0df391
REFACTOR: Separation of concerns for embedding generation. (#1027)
In a previous refactor, we moved the responsibility of querying and storing embeddings into the `Schema` class. Now, it's time for embedding generation.

The motivation behind these changes is to isolate vector characteristics in simple objects to later replace them with a DB-backed version, similar to what we did with LLM configs.
2024-12-16 09:55:39 -03:00
Roman Rizzi eae527f99d
REFACTOR: A Simpler way of interacting with embeddings tables. (#1023)
* REFACTOR: A Simpler way of interacting with embeddings' tables.

This change adds a new abstraction called `Schema`, which acts as a repository that supports the same DB features `VectorRepresentation::Base` has, with the exception that removes the need to have duplicated methods per embeddings table.

It is also a bit more flexible when performing a similarity search because you can pass it a block that gives you access to the builder, allowing you to add multiple joins/where conditions.
2024-12-13 10:15:21 -03:00
Sam 0cb2c413ba
FEATURE: exclude muted categories from category suggester (#979)
The logic here is that users do not particularly care about
topics in the category so we can exclude them from tag
and category suggestions
2024-11-29 12:17:28 +11:00