mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-06-27 18:50:41 +00:00
f394c7f2d9
Some checks failed
Integration Auth Tests / test-matrix (oauth2_token) (push) Failing after 2s
Integration Tests / test-matrix (http, 3.11, tool_runtime) (push) Failing after 13s
Integration Tests / test-matrix (http, 3.11, providers) (push) Failing after 13s
Integration Tests / test-matrix (http, 3.11, datasets) (push) Failing after 14s
Integration Tests / test-matrix (http, 3.11, inspect) (push) Failing after 14s
Integration Tests / test-matrix (http, 3.12, agents) (push) Failing after 14s
Integration Tests / test-matrix (http, 3.12, scoring) (push) Failing after 13s
Integration Tests / test-matrix (library, 3.11, inspect) (push) Failing after 12s
Integration Tests / test-matrix (library, 3.11, tool_runtime) (push) Failing after 12s
Integration Tests / test-matrix (http, 3.12, post_training) (push) Failing after 15s
Integration Tests / test-matrix (http, 3.12, inference) (push) Failing after 19s
Integration Tests / test-matrix (http, 3.12, inspect) (push) Failing after 22s
Integration Tests / test-matrix (http, 3.12, vector_io) (push) Failing after 17s
Integration Tests / test-matrix (http, 3.11, post_training) (push) Failing after 23s
Integration Tests / test-matrix (library, 3.11, datasets) (push) Failing after 14s
Integration Tests / test-matrix (http, 3.11, vector_io) (push) Failing after 20s
Integration Tests / test-matrix (library, 3.11, inference) (push) Failing after 16s
Integration Tests / test-matrix (http, 3.11, agents) (push) Failing after 26s
Integration Tests / test-matrix (http, 3.12, tool_runtime) (push) Failing after 19s
Python Package Build Test / build (3.11) (push) Failing after 5s
Integration Tests / test-matrix (library, 3.12, post_training) (push) Failing after 6s
Python Package Build Test / build (3.12) (push) Failing after 3s
Integration Tests / test-matrix (http, 3.12, providers) (push) Failing after 18s
Integration Tests / test-matrix (library, 3.12, providers) (push) Failing after 10s
Integration Tests / test-matrix (library, 3.11, post_training) (push) Failing after 17s
Integration Tests / test-matrix (library, 3.11, vector_io) (push) Failing after 15s
Integration Tests / test-matrix (library, 3.11, scoring) (push) Failing after 18s
Integration Tests / test-matrix (library, 3.12, datasets) (push) Failing after 13s
Integration Tests / test-matrix (library, 3.12, scoring) (push) Failing after 8s
Python Package Build Test / build (3.13) (push) Failing after 5s
Integration Tests / test-matrix (http, 3.11, scoring) (push) Failing after 24s
Integration Tests / test-matrix (library, 3.11, agents) (push) Failing after 20s
Integration Tests / test-matrix (library, 3.12, inspect) (push) Failing after 10s
Integration Tests / test-matrix (library, 3.12, tool_runtime) (push) Failing after 7s
Integration Tests / test-matrix (library, 3.11, providers) (push) Failing after 15s
Integration Tests / test-matrix (http, 3.12, datasets) (push) Failing after 21s
Integration Tests / test-matrix (library, 3.12, inference) (push) Failing after 12s
Integration Tests / test-matrix (library, 3.12, agents) (push) Failing after 15s
Integration Tests / test-matrix (http, 3.11, inference) (push) Failing after 22s
Unit Tests / unit-tests (3.11) (push) Failing after 7s
Update ReadTheDocs / update-readthedocs (push) Failing after 4s
Unit Tests / unit-tests (3.12) (push) Failing after 7s
Integration Tests / test-matrix (library, 3.12, vector_io) (push) Failing after 48s
Test External Providers / test-external-providers (venv) (push) Failing after 43s
Unit Tests / unit-tests (3.13) (push) Failing after 52s
Pre-commit / pre-commit (push) Successful in 2m4s
# What does this PR do? This adds the ability to list, retrieve, update, and delete Vector Store Files. It implements these new APIs for the faiss and sqlite-vec providers, since those are the two that also have the rest of the vector store files implementation. Closes #2445 ## Test Plan ### test_openai_vector_stores Integration Tests There are a number of new integration tests added, which I ran for each provider as outlined below. faiss (from ollama distro): ``` INFERENCE_MODEL="meta-llama/Llama-3.2-3B-Instruct" \ llama stack run llama_stack/templates/ollama/run.yaml LLAMA_STACK_CONFIG=http://localhost:8321 \ pytest -sv tests/integration/vector_io/test_openai_vector_stores.py \ --embedding-model=all-MiniLM-L6-v2 ``` sqlite-vec (from starter distro): ``` llama stack run llama_stack/templates/starter/run.yaml LLAMA_STACK_CONFIG=http://localhost:8321 \ pytest -sv tests/integration/vector_io/test_openai_vector_stores.py \ --embedding-model=all-MiniLM-L6-v2 ``` ### file_search verification tests I also ensured the file_search verification tests continue to work, both for faiss and sqlite-vec. faiss (ollama distro): ``` INFERENCE_MODEL="meta-llama/Llama-3.2-3B-Instruct" \ llama stack run llama_stack/templates/ollama/run.yaml pytest -sv tests/verifications/openai_api/test_responses.py \ -k'file_search' \ --base-url=http://localhost:8321/v1/openai/v1 \ --model=meta-llama/Llama-3.2-3B-Instruct ``` sqlite-vec (starter distro): ``` llama stack run llama_stack/templates/starter/run.yaml pytest -sv tests/verifications/openai_api/test_responses.py \ -k'file_search' \ --base-url=http://localhost:8321/v1/openai/v1 \ --model=together/meta-llama/Llama-3.2-3B-Instruct-Turbo ``` --------- Signed-off-by: Ben Browning <bbrownin@redhat.com> |
||
|---|---|---|
| .. | ||
| _static | ||
| notebooks | ||
| openapi_generator | ||
| resources | ||
| source | ||
| zero_to_hero_guide | ||
| conftest.py | ||
| contbuild.sh | ||
| dog.jpg | ||
| getting_started.ipynb | ||
| getting_started_llama4.ipynb | ||
| getting_started_llama_api.ipynb | ||
| license_header.txt | ||
| make.bat | ||
| Makefile | ||
| readme.md | ||
Llama Stack Documentation
Here's a collection of comprehensive guides, examples, and resources for building AI applications with Llama Stack. For the complete documentation, visit our ReadTheDocs page.
Render locally
From the llama-stack root directory, run the following command to render the docs locally:
uv run --group docs sphinx-autobuild docs/source docs/build/html --write-all
You can open up the docs in your browser at http://localhost:8000
Content
Try out Llama Stack's capabilities through our detailed Jupyter notebooks:
- Building AI Applications Notebook - A comprehensive guide to building production-ready AI applications using Llama Stack
- Benchmark Evaluations Notebook - Detailed performance evaluations and benchmarking results
- Zero-to-Hero Guide - Step-by-step guide for getting started with Llama Stack