llama-stack-mirror/llama_stack/providers/utils
ehhuang e980436a2e
chore: introduce write queue for inference_store (#3383)
# What does this PR do?
Adds a write worker queue for writes to inference store. This avoids
overwhelming request processing with slow inference writes.

## Test Plan

Benchmark:
```
cd /docs/source/distributions/k8s-benchmark
# start mock server
python openai-mock-server.py --port 8000
# start stack server
LLAMA_STACK_LOGGING="all=WARNING" uv run --with llama-stack python -m llama_stack.core.server.server docs/source/distributions/k8s-benchmark/stack_run_config.yaml
# run benchmark script
uv run python3 benchmark.py --duration 120 --concurrent 50 --base-url=http://localhost:8321/v1/openai/v1 --model=vllm-inference/meta-llama/Llama-3.2-3B-Instruct
```
## RPS from 21 -> 57
2025-09-10 11:57:42 -07:00
..
bedrock fix: use lambda pattern for bedrock config env vars (#3307) 2025-09-05 10:45:11 +02:00
common chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
datasetio chore(misc): make tests and starter faster (#3042) 2025-08-05 14:55:05 -07:00
inference chore: introduce write queue for inference_store (#3383) 2025-09-10 11:57:42 -07:00
kvstore refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00
memory chore(migrate apis): move VectorDBWithIndex from embeddings to openai_embeddings (#3294) 2025-08-31 14:48:35 -07:00
responses chore(rename): move llama_stack.distribution to llama_stack.core (#2975) 2025-07-30 23:30:53 -07:00
scoring chore: enable pyupgrade fixes (#1806) 2025-05-01 14:23:50 -07:00
sqlstore chore(dev): add inequality support to sqlstore where clause (#3272) 2025-08-28 14:49:36 -07:00
telemetry chore: logging perf improvments (#3393) 2025-09-10 11:52:23 -07:00
tools fix: show descriptive MCP server connection errors instead of generic 500s (#3256) 2025-09-04 13:25:02 -07:00
vector_io feat: implement keyword, vector and hybrid search inside vector stores for PGVector provider (#3064) 2025-08-29 16:30:12 +02:00
__init__.py API Updates (#73) 2024-09-17 19:51:35 -07:00
pagination.py chore(refact): move paginate_records fn outside of datasetio (#2137) 2025-05-12 10:56:14 -07:00
scheduler.py refactor(logging): rename llama_stack logger categories (#3065) 2025-08-21 17:31:04 -07:00