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Refactor loader to stream Qdrant upserts #70

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Merged
merged 3 commits into from
Oct 4, 2025
Merged

Refactor loader to stream Qdrant upserts #70

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1e29e98
feat: pipeline qdrant upserts
Teagan42 Oct 4, 2025
9b09ace
fix(loader): bound qdrant upsert concurrency
Teagan42 Oct 4, 2025
100856f
fix: bound loader upsert scheduling
Teagan42 Oct 4, 2025
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3 changes: 3 additions & 0 deletions AGENTS.md
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Expand Up @@ -30,6 +30,9 @@
- Qdrant model metadata is tracked locally in a supported mapping so the loader
no longer depends on the private `_get_model_params` helper removed in newer
clients.
- Qdrant collection setup now happens before media ingestion and loader
streaming schedules asynchronous upsert tasks once the configurable buffer is
filled so fetching can continue while points are written.

## User Queries
The project should handle natural-language searches and recommendations such as:
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2 changes: 1 addition & 1 deletion docker/pyproject.deps.toml
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@@ -1,6 +1,6 @@
[project]
name = "mcp-plex"
version = "0.26.38"
version = "0.26.41"
requires-python = ">=3.11,<3.13"
dependencies = [
"fastmcp>=2.11.2",
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