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Author SHA1 Message Date
Sébastien Han
97f535c4f1
feat(openapi): switch to fastapi-based generator (#3944)
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# What does this PR do?
This replaces the legacy "pyopenapi + strong_typing" pipeline with a
FastAPI-backed generator that has an explicit schema registry inside
`llama_stack_api`. The key changes:

1. **New generator architecture.** FastAPI now builds the OpenAPI schema
directly from the real routes, while helper modules
(`schema_collection`, `endpoints`, `schema_transforms`, etc.)
post-process the result. The old pyopenapi stack and its strong_typing
helpers are removed entirely, so we no longer rely on fragile AST
analysis or top-level import side effects.

2. **Schema registry in `llama_stack_api`.** `schema_utils.py` keeps a
`SchemaInfo` record for every `@json_schema_type`, `register_schema`,
and dynamically created request model. The OpenAPI generator and other
tooling query this registry instead of scanning the package tree,
producing deterministic names (e.g., `{MethodName}Request`), capturing
all optional/nullable fields, and making schema discovery testable. A
new unit test covers the registry behavior.

3. **Regenerated specs + CI alignment.** All docs/Stainless specs are
regenerated from the new pipeline, so optional/nullable fields now match
reality (expect the API Conformance workflow to report breaking
changes—this PR establishes the new baseline). The workflow itself is
back to the stock oasdiff invocation so future regressions surface
normally.

*Conformance will be RED on this PR; we choose to accept the
deviations.*

## Test Plan
- `uv run pytest tests/unit/server/test_schema_registry.py`
- `uv run python -m scripts.openapi_generator.main docs/static`

---------

Signed-off-by: Sébastien Han <seb@redhat.com>
Co-authored-by: Ashwin Bharambe <ashwin.bharambe@gmail.com>
2025-11-14 15:53:53 -08:00
Ashwin Bharambe
174ef162b3
fix(mypy): add fast and full mypy modes (#3975)
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`mypy` became very slow for the common path. This can make local
pre-commit runs very slow. Let's restore that.

- restore fast mirrors-mypy hook for local runs
- add optional mypy-full hook and docs so devs can match CI
- run full mypy in CI with a hint when failures occur

### Test Plan
- uv run pre-commit run mypy --all-files
- uv run pre-commit run mypy-full --hook-stage manual --all-files
- uv run --group dev --group type_checking mypy
2025-10-29 19:02:32 -07:00
Charlie Doern
b11bcfde11
refactor(build): rework CLI commands and build process (1/2) (#2974)
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# What does this PR do?

This PR does a few things outlined in #2878 namely:
1. adds `llama stack list-deps` a command which simply takes the build
logic and instead of executing one of the `build_...` scripts, it
displays all of the providers' dependencies using the `module` and `uv`.
2. deprecated `llama stack build` in favor of `llama stack list-deps`
3. updates all tests to use `list-deps` alongside `build`.

PR 2/2 will migrate `llama stack run`'s default behavior to be `llama
stack build --run` and use the new `list-deps` command under the hood
before running the server.

examples of `llama stack list-deps starter`

```
llama stack list-deps starter --format json
{
  "name": "starter",
  "description": "Quick start template for running Llama Stack with several popular providers. This distribution is intended for CPU-only environments.",
  "apis": [
    {
      "api": "inference",
      "provider": "remote::cerebras"
    },
    {
      "api": "inference",
      "provider": "remote::ollama"
    },
    {
      "api": "inference",
      "provider": "remote::vllm"
    },
    {
      "api": "inference",
      "provider": "remote::tgi"
    },
    {
      "api": "inference",
      "provider": "remote::fireworks"
    },
    {
      "api": "inference",
      "provider": "remote::together"
    },
    {
      "api": "inference",
      "provider": "remote::bedrock"
    },
    {
      "api": "inference",
      "provider": "remote::nvidia"
    },
    {
      "api": "inference",
      "provider": "remote::openai"
    },
    {
      "api": "inference",
      "provider": "remote::anthropic"
    },
    {
      "api": "inference",
      "provider": "remote::gemini"
    },
    {
      "api": "inference",
      "provider": "remote::vertexai"
    },
    {
      "api": "inference",
      "provider": "remote::groq"
    },
    {
      "api": "inference",
      "provider": "remote::sambanova"
    },
    {
      "api": "inference",
      "provider": "remote::azure"
    },
    {
      "api": "inference",
      "provider": "inline::sentence-transformers"
    },
    {
      "api": "vector_io",
      "provider": "inline::faiss"
    },
    {
      "api": "vector_io",
      "provider": "inline::sqlite-vec"
    },
    {
      "api": "vector_io",
      "provider": "inline::milvus"
    },
    {
      "api": "vector_io",
      "provider": "remote::chromadb"
    },
    {
      "api": "vector_io",
      "provider": "remote::pgvector"
    },
    {
      "api": "files",
      "provider": "inline::localfs"
    },
    {
      "api": "safety",
      "provider": "inline::llama-guard"
    },
    {
      "api": "safety",
      "provider": "inline::code-scanner"
    },
    {
      "api": "agents",
      "provider": "inline::meta-reference"
    },
    {
      "api": "telemetry",
      "provider": "inline::meta-reference"
    },
    {
      "api": "post_training",
      "provider": "inline::torchtune-cpu"
    },
    {
      "api": "eval",
      "provider": "inline::meta-reference"
    },
    {
      "api": "datasetio",
      "provider": "remote::huggingface"
    },
    {
      "api": "datasetio",
      "provider": "inline::localfs"
    },
    {
      "api": "scoring",
      "provider": "inline::basic"
    },
    {
      "api": "scoring",
      "provider": "inline::llm-as-judge"
    },
    {
      "api": "scoring",
      "provider": "inline::braintrust"
    },
    {
      "api": "tool_runtime",
      "provider": "remote::brave-search"
    },
    {
      "api": "tool_runtime",
      "provider": "remote::tavily-search"
    },
    {
      "api": "tool_runtime",
      "provider": "inline::rag-runtime"
    },
    {
      "api": "tool_runtime",
      "provider": "remote::model-context-protocol"
    },
    {
      "api": "batches",
      "provider": "inline::reference"
    }
  ],
  "pip_dependencies": [
    "pandas",
    "opentelemetry-exporter-otlp-proto-http",
    "matplotlib",
    "opentelemetry-sdk",
    "sentence-transformers",
    "datasets",
    "pymilvus[milvus-lite]>=2.4.10",
    "codeshield",
    "scipy",
    "torchvision",
    "tree_sitter",
    "h11>=0.16.0",
    "aiohttp",
    "pymongo",
    "tqdm",
    "pythainlp",
    "pillow",
    "torch",
    "emoji",
    "grpcio>=1.67.1,<1.71.0",
    "fireworks-ai",
    "langdetect",
    "psycopg2-binary",
    "asyncpg",
    "redis",
    "together",
    "torchao>=0.12.0",
    "openai",
    "sentencepiece",
    "aiosqlite",
    "google-cloud-aiplatform",
    "faiss-cpu",
    "numpy",
    "sqlite-vec",
    "nltk",
    "scikit-learn",
    "mcp>=1.8.1",
    "transformers",
    "boto3",
    "huggingface_hub",
    "ollama",
    "autoevals",
    "sqlalchemy[asyncio]",
    "torchtune>=0.5.0",
    "chromadb-client",
    "pypdf",
    "requests",
    "anthropic",
    "chardet",
    "aiosqlite",
    "fastapi",
    "fire",
    "httpx",
    "uvicorn",
    "opentelemetry-sdk",
    "opentelemetry-exporter-otlp-proto-http"
  ]
}
```

<img width="1500" height="420" alt="Screenshot 2025-10-16 at 5 53 03 PM"
src="https://github.com/user-attachments/assets/765929fb-93e2-44d7-9c3d-8918b70fc721"
/>

---------

Signed-off-by: Charlie Doern <cdoern@redhat.com>
2025-10-17 19:52:14 -07:00
Bill Murdock
15900472ad
docs: Update CONTRIBUTING: py 3.12 and pre-commit==4.3.0 (#3807)
# What does this PR do?

Updates CONTRIBUTING.md with the following changes:
- Use Python 3.12 (and why)
- Use pre-commit==4.3.0
- Recommend using -v with pre-commit to get detailed info about why it
is failing if it fails.
- Instructs users to go to the docs/ directory before rebuilding the
docs (it doesn't work unless you do that).

Signed-off-by: Bill Murdock <bmurdock@redhat.com>
2025-10-14 15:47:38 -04:00
Alexey Rybak
382eb25398
docs: fix more broken links (#3649)
# What does this PR do?
* Fixes some more documentation links

## Test Plan
* Manual testing
2025-10-02 10:43:49 +02:00
Alexey Rybak
aebd728c81
docs: docusaurus setup (#3541)
# What does this PR do?

- Docusaurus server setup
- Deprecates Sphinx build pipeline
- Deprecates remaining references to Readthedocs
- MDX compile errors and broken links to be addressed in follow-up PRs

<!-- Provide a short summary of what this PR does and why. Link to relevant issues if applicable. -->

<!-- If resolving an issue, uncomment and update the line below -->

<!-- Closes #[issue-number] -->

## Test Plan

```
npm install
npm gen-api-docs all
npm run build
```

<!-- Describe the tests you ran to verify your changes with result summaries. *Provide clear instructions so the plan can be easily re-executed.* -->
2025-09-24 14:11:30 -07:00
Alexey Rybak
9fe8097ca4
docs: update documentation links (#3459)
# What does this PR do?
* Updates documentation links from readthedocs to llamastack.github.io

## Test Plan
* Manual testing
2025-09-17 10:37:35 -07:00
Kelly Brown
6358d0a478
docs: reorganize contributor guide (#3110)
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**Description:** 
Restructures contribution guide and move some sections into categories

<img width="1399" height="527" alt="Screenshot 2025-08-12 at 9 28 44 AM"
src="https://github.com/user-attachments/assets/404e23b4-0001-4174-b662-593e0173ef7d"
/>
2025-08-12 16:17:03 -07:00
Nathan Weinberg
5a2d323eca
docs: add use of custom exceptions to code style guide (#3049)
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# What does this PR do?
Adds a blurb to the `CONTRIBUTING.md` encouraging the use of the
standardized custom exception classes for resources where applicable

Relates to #2379

Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
2025-08-06 14:12:08 -07:00
Ashwin Bharambe
cc87995e2b
chore: rename templates to distributions (#3035)
As the title says. Distributions is in, Templates is out.

`llama stack build --template` --> `llama stack build --distro`. For
backward compatibility, the previous option is kept but results in a
warning.

Updated `server.py` to remove the "config_or_template" backward
compatibility since it has been a couple releases since that change.
2025-08-04 11:34:17 -07:00
IAN MILLER
a749d5f4a4
refactor: remove Conda support from Llama Stack (#2969)
# What does this PR do?
<!-- Provide a short summary of what this PR does and why. Link to
relevant issues if applicable. -->
This PR is responsible for removal of Conda support in Llama Stack

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->
Closes #2539

## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->
2025-08-02 15:52:59 -07:00
Sébastien Han
ecd28f0085
chore: add contribution guideline around PRs (#2811)
More contributing guidelines.

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-07-21 05:47:17 -04:00
IAN MILLER
fa1bb9ae00
docs: fix typo and link self loop for index.html#running-tests (#2777)
# What does this PR do?
<!-- Provide a short summary of what this PR does and why. Link to
relevant issues if applicable. -->
This PR fixes typo "here here" and self loop link at
[https://llama-stack.readthedocs.io/en/latest/contributing/index.html#tests/README.md](https://llama-stack.readthedocs.io/en/latest/contributing/index.html#tests/README.md)

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->
Closes #2762

## Test Plan
<!-- Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.* -->
2025-07-16 07:09:44 -07:00
Nathan Weinberg
0bbff91c7e
docs: fix a few broken things in the CONTRIBUTING.md (#2714)
# What does this PR do?

"dev" dependencies were moved in pyproject.toml

typo with guidance around automatic doc generation

Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
2025-07-10 11:47:54 -07:00
Sébastien Han
c9a49a80e8
docs: auto generated documentation for providers (#2543)
# What does this PR do?

Simple approach to get some provider pages in the docs.

Add or update description fields in the provider configuration class
using Pydantic’s Field, ensuring these descriptions are clear and
complete, as they will be used to auto-generate provider documentation
via ./scripts/distro_codegen.py instead of editing the docs manually.

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-06-30 15:13:20 +02:00
Sébastien Han
9c8be89fb6
chore: bump python supported version to 3.12 (#2475)
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Pre-commit / pre-commit (push) Successful in 1m54s
# What does this PR do?

The project now supports Python >= 3.12

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-06-24 09:22:04 +05:30
Nathan Weinberg
179d72615b
docs: update contributing guidance around uv python versions (#2398)
As discussed with @leseb here:
https://github.com/containers/ramalama-stack/pull/81#discussion_r2125961014

Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
2025-06-04 23:12:03 -07:00
Sébastien Han
6352078e4b
chore: use groups when running commands (#2298)
# What does this PR do?

Followup of https://github.com/meta-llama/llama-stack/pull/2287. We must
use `--group` when running commands with uv.

<!-- Provide a short summary of what this PR does and why. Link to
relevant issues if applicable. -->

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-05-28 09:13:16 -07:00
Sébastien Han
85b5f3172b
docs: misc cleanup (#2223)
# What does this PR do?

* remove requirements.txt to use pyproject.toml as the source of truth
* update relevant docs

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-05-21 17:35:27 +02:00
Nathan Weinberg
e0d10dd0b1
docs: revamp testing documentation (#2155)
# What does this PR do?
reduces duplication and centralizes information to be easier to find for
contributors

Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
2025-05-13 11:28:29 -07:00
Derek Higgins
6f1badc934
test: Document how users can run a subset of tests (#2066)
## Test Plan
N/A

Signed-off-by: Derek Higgins <derekh@redhat.com>
2025-05-07 14:05:36 +02:00
Sébastien Han
7377a5c83e
docs: contrib add a note about unicode in code (#2106)
# What does this PR do?

Don't use unicode characters in the codebase. ASCII-only is preferred
for compatibility or readability reasons

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-05-06 09:50:30 -07:00
Sébastien Han
a4247ce0a8
docs: expand contribution guidelines for linting exceptions (#2101)
# What does this PR do?

- Clarified best practices for using `# noqa` and `# type: ignore`,
requiring justification comments
- Improved formatting for readability

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-05-05 02:36:30 -07:00
Yuan Tang
7e51a83eac
docs: Add link to integration tests instructions and minor clarification (#1838)
# What does this PR do?

* Added `--text-model` in example command.
* Added link to integration tests instruction and a note on specifying
models.

This is to avoid confusion when all tests are skipped because no model
is provided.

Signed-off-by: Yuan Tang <terrytangyuan@gmail.com>
2025-03-31 11:37:42 +02:00
Yuan Tang
bdfe7fee92
docs: Add more env vars in dotenv instructions (#1791)
# What does this PR do?

Added more hint on `LLAMA_STACK_CONFIG` and API keys necessary for agent
tests.
2025-03-25 20:03:21 -07:00
Sébastien Han
4c14bb7510
docs: fix change dir command (#1752)
# What does this PR do?

We are already in the llama-stack git directory.

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-03-21 12:00:09 -07:00
Sébastien Han
636d97207f
docs: propose new contribution guidance (#1750)
# What does this PR do?

Propose new contribution guidance.

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-03-21 09:08:02 -07:00
Nathan Weinberg
141b3c14dd
docs: fix broken test path in CONTRIBUTING.md (#1679)
# What does this PR do?
fix broken test path in CONTRIBUTING.md

Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
2025-03-18 13:39:46 -07:00
Ihar Hrachyshka
77ca09467f
chore: consolidate scripts under ./scripts directory (#1646) 2025-03-17 17:56:30 -04:00
Ihar Hrachyshka
bfc79217a8
chore: Add ./scripts/unit-tests.sh (#1515)
# What does this PR do?
Useful for local development. Now you can just trigger the script and
not care about specific arguments to pass to run unit tests.

[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])

## Test Plan

```
$ . ./venv/bin/activate
$ ./scripts/run_tests.sh
$ echo $?
0
```

[//]: # (## Documentation)

Signed-off-by: Ihar Hrachyshka <ihar.hrachyshka@gmail.com>
Co-authored-by: Nathan Weinberg <31703736+nathan-weinberg@users.noreply.github.com>
2025-03-13 20:25:15 -07:00
Nathan Weinberg
d263edbf90
build: remove .python-version (#1513)
# What does this PR do?
the current `.python-version` file forces `uv` to
setup the development environment with Python 3.10

this causes an error if a dev system does not have
Python 3.10, even though the project officially
supports newer versions of Python as well

since `uv` can use the `pyproject.toml` to determine
python versions, we can safely remove this file from
the repo and subsequent git tracking

follows up on https://github.com/meta-llama/llama-stack/pull/1172

## Test Plan
N/A

---------

Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
2025-03-12 20:08:24 -07:00
Ihar Hrachyshka
04106b94aa
docs: Remove duplicate docs on api docs generator (#1534)
# What does this PR do?

Since #892, we also need to install ruamel. Instead of maintaining the
list of script dependencies in multiple places, remove it and assume
developers read CONTRIBUTING.md docs.

[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])

## Test Plan

Just docs.

[//]: # (## Documentation)

Signed-off-by: Ihar Hrachyshka <ihar.hrachyshka@gmail.com>
2025-03-11 10:01:46 -07:00
Ellis Tarn
24a27baf7c
chore: Make README code blocks more easily copy pastable (#1420)
# What does this PR do?
When going through READMEs, I found that I had to keep editing the code
blocks since they were prefixed with `$ `. A common pattern is to triple
click (highlight all) a block and then copy paste. This minor change
will make this easier for folks to follow the READMEs.

[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])

## Test Plan
N/A

[//]: # (## Documentation)
2025-03-05 09:11:01 -08:00
Ashwin Bharambe
5736c7d682
refactor: move tests/client-sdk to tests/api (#1376)
This PR moves the client-sdk tests to the api directory to better
reflect their purpose and improve code organization.
2025-03-03 17:28:12 -08:00
Ashwin Bharambe
46b0a404e8
chore: remove straggler references to llama-models (#1345)
Straggler references cleanup
2025-03-01 14:26:03 -08:00
Yuan Tang
264c2c46db
build: Add dotenv file for running tests with uv (#1251)
This will be useful for testing instead of having to manually pass them
every time.

---------

Signed-off-by: Yuan Tang <terrytangyuan@gmail.com>
2025-02-27 16:42:55 -08:00
Yuan Tang
6634864b19
docs: Add missing uv command and clarify website rebuild (#1199)
# What does this PR do?

This fixes the following error:

```
$ make html
/bin/sh: line 1: sphinx-build: command not found
make: *** [Makefile:20: html] Error 127
```

Also clarifies that this command only rebuilds the website without
watching/refreshes.

## Test Plan

New command works.

---------

Signed-off-by: Yuan Tang <terrytangyuan@gmail.com>
2025-02-21 11:29:32 -05:00
Yuan Tang
35de423556
docs: Add missing uv command for docs generation in contributing guide (#1197)
# What does this PR do?

```
make html
/bin/sh: line 1: sphinx-build: command not found
make: *** [Makefile:20: html] Error 127
```

## Test Plan

Tested the command `uv run
./docs/openapi_generator/run_openapi_generator.sh` successfully.
2025-02-20 21:05:03 -08:00
Sébastien Han
7504cb16c6
docs: improve API contribution guidelines (#1137)
# What does this PR do?

Clarify when to update documentation, explain `uv sync --extra dev` and
OpenAPI generation, and specify where generated docs are stored.

Signed-off-by: Sébastien Han <seb@redhat.com>

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-02-19 22:14:04 -08:00
Ben Browning
8c01b7f05a
docs: Mention convential commits format in CONTRIBUTING.md (#1075)
# What does this PR do?

This adds a note to ensure pull requests follow the conventional commits
format, along with a link to that format, in CONTRIBUTING.md. One of the
pull-request checks enforces PR titles that match this format, so it's
good to be upfront about this expectation before a new developer opens a
PR.

Signed-off-by: Ben Browning <bbrownin@redhat.com>
2025-02-13 10:57:30 -05:00
Ihar Hrachyshka
6ad272927d
docs: reflect actual number of spaces for indent (#1052)
For what I see, it's all 4 spaces (as it should be for pep8[1]).

[1] https://peps.python.org/pep-0008/#indentation

# What does this PR do?

Reflect indent reality.
2025-02-11 14:07:26 -08:00
Sébastien Han
a764b823ee
docs: use uv in CONTRIBUTING guide (#970)
# What does this PR do?

Switch to uv for dependency management and update CONTRIBUTING.md with
new setup instructions. Add missing dev dependencies to pyproject.toml
and apply minor formatting fixes.

Signed-off-by: Sébastien Han <seb@redhat.com>

- [ ] Addresses issue (#issue)


## Test Plan

Please describe:
 - tests you ran to verify your changes with result summaries.
 - provide instructions so it can be reproduced.


## Sources

Please link relevant resources if necessary.


## Before submitting

- [x] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [ ] Ran pre-commit to handle lint / formatting issues.
- [ ] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
      Pull Request section?
- [ ] Updated relevant documentation.
- [ ] Wrote necessary unit or integration tests.

Signed-off-by: Sébastien Han <seb@redhat.com>
2025-02-06 10:21:27 -08:00
Ashwin Bharambe
d123e9d3d7 Update docs for RAG and improve CONTRIBUTING.md 2025-01-28 06:09:48 -08:00
Ashwin Bharambe
2118f37350 Doc updates 2025-01-23 21:31:18 -08:00
Ashwin Bharambe
14c75c3f21 Update CONTRIBUTING to include info about pre-commit 2024-11-18 18:17:54 -08:00
Ashwin Bharambe
2a31163178
Auto-generate distro yamls + docs (#468)
# What does this PR do?

Automatically generates
- build.yaml
- run.yaml
- run-with-safety.yaml
- parts of markdown docs

for the distributions.

## Test Plan

At this point, this only updates the YAMLs and the docs. Some testing
(especially with ollama and vllm) has been performed but needs to be
much more tested.
2024-11-18 14:57:06 -08:00
Xi Yan
8350f2df4c
[docs] refactor remote-hosted distro (#402)
* move docs

* docs
2024-11-07 19:16:38 -08:00
Xi Yan
657de08f04 precommit 2024-11-04 19:01:56 -08:00
Xi Yan
8927da6566 instructions on contributing to readthedocs 2024-11-04 18:58:07 -08:00
Xi Yan
2366e18873
refactor docs (#209) 2024-10-07 10:21:26 -07:00