basicmachines-co-basic-memory

mirror of https://github.com/basicmachines-co/basic-memory synced 2026-06-21 13:47:35 +00:00

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Aarish Alam b6e8c636ce feat(core): add LiteLLM embedding provider (#809 )

Adds LiteLLM as a semantic embedding provider, including provider configuration, vector normalization, live-provider evaluation tooling, and documentation for OpenAI, Cohere, Azure Foundry, Azure OpenAI, and NVIDIA NIM-style cases.

Maintainer follow-up on this PR added provider hardening, asymmetric document/query embedding support, dimension-forwarding controls, SQLite/Postgres vector invalidation coverage, and the repeatable live LiteLLM harness.

Verification:
- Full base-repo Tests workflow passed for 3d4e092ceb: https://github.com/basicmachines-co/basic-memory/actions/runs/27072071785
- Live LiteLLM harness passed locally for OpenAI, Cohere, and Azure Foundry.

Co-authored-by: Aarish Alam <arishalam121@gmail.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Signed-off-by: RheagalFire <arishalam121@gmail.com>
Signed-off-by: phernandez <paul@basicmachines.co>

2026-06-06 17:13:09 -05:00

__init__.py

feat: min_similarity override, cloud promo improvements (#570 )

2026-02-16 16:44:02 -06:00

conftest.py

test(core): stabilize postgres fixtures

2026-04-13 14:25:26 -05:00

corpus.py

chore: rename entity_type to note_type (#600 )

2026-02-22 20:28:57 -06:00

litellm_live_harness.py

feat(core): add LiteLLM embedding provider (#809 )