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Author SHA1 Message Date
Daniel J Walsh 3f8e31a073
Merge pull request #1714 from slp/install-virglrenderer
container-images: add virglrenderer to vulkan
2025-07-19 06:35:54 -04:00
Daniel J Walsh 08722738cf
Merge pull request #1718 from containers/konflux/references/main
Update Konflux references
2025-07-19 06:34:54 -04:00
red-hat-konflux-kflux-prd-rh03[bot] ab7adbb430
Update Konflux references
Signed-off-by: red-hat-konflux-kflux-prd-rh03 <206760901+red-hat-konflux-kflux-prd-rh03[bot]@users.noreply.github.com>
2025-07-19 08:03:10 +00:00
Mike Bonnet 72504179fc
Merge pull request #1716 from containers/fix-sentencepiece-build
build_rag.sh: install cmake
2025-07-18 10:54:06 -07:00
Mike Bonnet dcfeee8538 build_rag.sh: install cmake
cmake is required to build sentencepiece.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-18 09:17:33 -07:00
Daniel J Walsh 1d903e746c
Merge pull request #1677 from containers/vllm-cpu
Add vllm to cpu inferencing Containerfile
2025-07-18 06:05:26 -04:00
Daniel J Walsh 13a22f6671
Merge pull request #1708 from containers/konflux-more-images
konflux: add pipelines for asahi, cann, intel-gpu, llama-stack, musa, openvino, and ramalama-cli
2025-07-18 06:04:12 -04:00
Daniel J Walsh 1d6aa51cd7
Merge pull request #1712 from tonyjames/main
Add support for Intel Iris Xe Graphics (46AA, 46A6, 46A8)
2025-07-18 06:03:34 -04:00
Tony James 50d01f177b Add support for Intel Iris Xe Graphics (46AA, 46A6, 46A8)
Signed-off-by: Tony James <3128081+tonyjames@users.noreply.github.com>
2025-07-17 18:58:07 -04:00
Eric Curtin 234134b5cc Add vllm to cpu inferencing Containerfile
To be built upon "ramalama" image

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-07-17 21:09:20 +01:00
Daniel J Walsh 64ca9cfb4a
Merge pull request #1709 from containers/fix-cuda-gpu
fix GPU selection and pytorch URL when building rag images
2025-07-17 11:31:41 -04:00
Eric Curtin e3dda75ec6
Merge pull request #1707 from rhatdan/install
README: remove duplicate statements
2025-07-17 15:57:12 +01:00
Daniel J Walsh 075df4bb87
Merge pull request #1617 from jwieleRH/check_nvidia
Improve NVIDIA GPU detection.
2025-07-17 06:29:40 -04:00
Daniel J Walsh 5b46b23f2e
README: remove duplicate statements
Simplify ramalama's top-level description. Remove the duplicate
statements.

Also make sure all references to PyPI are spelled this way.

Signed-off-by: Ken Dreyer <kdreyer@redhat.com>
Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
2025-07-17 06:26:55 -04:00
Daniel J Walsh 1fe1b20c8c
Merge pull request #1711 from carlwgeorge/include-config-in-wheel
Included ramalama.conf in wheel
2025-07-17 06:21:47 -04:00
Mike Bonnet f5512c8f65 build_rag.sh: install sentencepiece via pip
python3-sentencepiece was pulling in an older version of protobuf.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-16 23:27:54 -07:00
Mike Bonnet 7132d5a7f8 build_rag.sh: disable pip cache
pip's caching behavior was causing errors when downloading huge (4.5G) torch wheels during
the rocm-ubi-rag build.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-16 23:27:54 -07:00
Mike Bonnet 2d3f8dfe28 fix GPU selection and pytorch URL when building rag images
A previous commit changed the second argument to add_rag() from the image name to the
full repo path. Update the case statement accordingly, so the "GPU" variable is set correctly.

The "cuda" directory is no longer available on download.pytorch.org. When building for cuda,
pull wheels from the "cu128" directory, which contains binaries built for CUDA 12.8.

When building rocm* images, download binaries from the "rocm6.3" directory, which are built
for ROCm 6.3.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-16 23:27:54 -07:00
Carl George 1d8a2e5b6c Included ramalama.conf in wheel
Currently other data files such as shortnames.conf, man pages, and shell
completions are included in the Python wheel.  Including ramalama.conf
as well means we can avoid several calls to make in the RPM spec file,
instead relying on the wheel mechanisms to put these files in place.  As
long as `make docs` is run before the wheel generation, all the
necessary files are included.

Signed-off-by: Carl George <carlwgeorge@gmail.com>
2025-07-17 01:20:28 -05:00
Eric Curtin 42ac787686
Merge pull request #1710 from containers/konflux/mintmaker/main/registry.access.redhat.com-ubi9-ubi-9.x
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1752625787
2025-07-17 01:15:43 +01:00
red-hat-konflux-kflux-prd-rh03[bot] 18c560fff6
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1752625787
Signed-off-by: red-hat-konflux-kflux-prd-rh03 <206760901+red-hat-konflux-kflux-prd-rh03[bot]@users.noreply.github.com>
2025-07-17 00:03:57 +00:00
John Wiele ce35ccb4c3 Remove pyYAML as a dependency.
Extract information directly from the CDI YAML file by making some
simplifying assumptions instead of doing a complete YAML parse.

Default to all devices known to nvidia-smi.

Fix the signature of check_nvidia().

Remove some debug logging.

Signed-off-by: John Wiele <jwiele@redhat.com>
2025-07-16 16:11:39 -04:00
John Wiele b97177b408 Apply suggestions from code review
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: sourcery-ai[bot] <58596630+sourcery-ai[bot]@users.noreply.github.com>
Signed-off-by: John Wiele <jwiele@redhat.com>
2025-07-16 16:08:32 -04:00
John Wiele 14c4aaca39 Improve NVIDIA GPU detection.
Allow GPUs to be specified by UUID as well as index since the index is
not guaranteed to persist across reboots.

Crosscheck requested GPUs with nvidia-smi and CDI configuration. If
any requested GPUs lack corresponding CDI configuration, print a
message with a pointer to documentation.

If the only GPU specified in the CDI configuration is "all", as
appears to be the case on WSL2, use "all" as the default.

Add an optional encoding argument to run_cmd() to facilitate checking
the output of the command.

Add pyYAML as a dependency for parsing the CDI configuration.

Signed-off-by: John Wiele <jwiele@redhat.com>
2025-07-16 16:08:32 -04:00
Mike Bonnet bf4fd56106 konflux: add pipelines for asahi, cann, intel-gpu, llama-stack, musa, openvino, and ramalama-cli
Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-16 12:23:12 -07:00
Mike Bonnet 1373a8e7ba konflux: don't trigger pipelines on PR transition to "Ready for Review"
By default, Konflux triggers new pipelines when a PR moves from Draft to
"Ready for Review". Because the commit SHA hasn't changed, no new builds
are performed. However, a new integration test is also triggered, and because
no builds were performed it is unable to find the URL and digest of the images,
causing the integration test to fail. Updating the "on-cel-expression" to exclude
the transition to "Ready to Review" avoids the unnecessary pipelines and the
false integration test failures.

Update the whitespace of the "on-cel-expression" in the push pipelines for consistency.
No functional change.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-16 12:11:54 -07:00
Sergio Lopez 74584d0b5e container-images: add virglrenderer to vulkan
When running in a krun-isolated container, we need
"/usr/libexec/virgl_render_server" to be present in the container
image to launch it before entering the microVM.

Install the virglrenderer package in addition to mesa-vulkan-drivers.

Signed-off-by: Sergio Lopez <slp@redhat.com>
2025-07-16 18:53:11 +02:00
Daniel J Walsh 4dea2ee02f
Merge pull request #1687 from containers/konflux-cuda-arm64
konflux: build cuda on arm64, and simplify testing
2025-07-16 12:01:45 -04:00
Mike Bonnet 069e98c095 fix unit tests to be independent of environment
Setting RAMALAMA_IMAGE would cause some unit tests to fail. Make those
tests independent of the calling environment.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-16 06:44:00 -07:00
Mike Bonnet f57b8eb284 konflux: copy source into the bats image
Including the source in the bats image ensures that we're always testing with the same
version of the code that was used to build the images. It also eliminates the need for
repeated checkouts of the repo and simplifies testing, avoiding additional volumes and
artifact references.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-16 06:44:00 -07:00
Mike Bonnet 299d3b9b75 konflux: build cuda and layered images on arm64
Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-16 06:44:00 -07:00
Stephen Smoogen 683b8fb8a0
Minor fixes to rpm builds by packit and spec file. (#1704)
* This removes epel9 from packit rules as epel9 does not currently
  build without many additional packages added to the distro.
* This fixes a breakage in epel10 by adding mailcap as a buildrequires.

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>
Co-authored-by: Stephen Smoogen <ssmoogen@redhat.com>
2025-07-16 09:37:00 -04:00
Mike Bonnet 64e22ee0aa
Merge pull request #1700 from containers/test-optimization-and-fixup
reduce unnecessary image pulls during testing, and re-enable a couple tests
2025-07-15 11:34:59 -07:00
Mike Bonnet 651fc503bd implement "ps --noheading" for docker using --format
"docker ps" does not support the "--noheading" option. Use the --format
option to emulate the behavior.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-15 10:32:53 -07:00
Daniel J Walsh 384cad7161
Merge pull request #1696 from containers/renovate/quay.io-konflux-ci-build-trusted-artifacts-latest
chore(deps): update quay.io/konflux-ci/build-trusted-artifacts:latest docker digest to f7d0c51
2025-07-15 13:17:33 -04:00
Daniel J Walsh 3dec0d7487
Merge pull request #1699 from containers/renovate/registry.access.redhat.com-ubi9-ubi-9.x
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1752587049
2025-07-15 13:16:27 -04:00
Daniel J Walsh d7763ad1c5
Merge pull request #1698 from containers/mistral
Mistral should point to lmstudio gguf
2025-07-15 13:15:11 -04:00
Mike Bonnet b550cc97d2 bats: re-enable a couple tests, and minor cleanup
Fix the "serve and stop" test by passing the correct (possibly random) port to "ramalama chat".

Fix the definition of "ramalama_runtime".

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-15 09:03:49 -07:00
Mike Bonnet 927d2f992a bats: allow the container to use the overlay driver when possible
Remove the STORAGE_DRIVER env var from the container so it doesn't force use
of the vfs driver in all cases.

Mount /dev/fuse into the container when running locally.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-15 09:03:49 -07:00
Mike Bonnet f176bb3926 add a dryrun field to Config, and set it early
accel_image() is called to set option defaults, before options are even parsed.
This can cause images to be pulled even if they will not actually be used, slowing
down testing and making the cli less responsive. Set the "dryrun" option before
the first call to accel_image() to avoid unnecessary image pulls.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-15 09:03:49 -07:00
renovate[bot] f38c736d23
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1752587049
Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2025-07-15 15:47:38 +00:00
Eric Curtin fa2f485175 Mistral should point to lmstudio gguf
I don't know who MaziyarPanahi is, but I know who lmstudio are

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-07-15 15:04:54 +01:00
Mike Bonnet f8c41b38c1 avoid unnecessary image pulls
Don't pull images in _get_rag() and _get_source_model() if pull == "never"
or if running with "--dryrun".

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-14 14:42:21 -07:00
renovate[bot] b7323f7972
chore(deps): update quay.io/konflux-ci/build-trusted-artifacts:latest docker digest to f7d0c51
Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2025-07-14 20:13:34 +00:00
Daniel J Walsh 53e38dea8f
Merge pull request #1694 from rhatdan/VERSION
Bump to 0.11.0
2025-07-14 10:59:06 -04:00
Daniel J Walsh bf68cfddd3
Bump to 0.11.0
Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-07-14 10:32:32 -04:00
Stephen Smoogen 8ab242f820
Move rpms (#1693)
* Start adding rpm/ramalama.spec for Fedora

Add a ramalama.spec to sit next to python-ramalama.spec while we get
this reviewed. Change various configs so they are aware of
ramalama.spec

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>

* Add needed obsoletes/provides in base rpm to start process.

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>

* Try to fix CI problems with initial mr

The initial MR puts two spec files in the same directory which was
causing problems with the CI. This splits them off into different
directories which should allow for the tooling to work.

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>

* Finish move of Fedora rpm package to new name.

Put changes into various files needed to allow for new RPM package
`ramalama` to build in Fedora infrastructure versus python3-ramalama.

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>

* Fix problem with path names lsm5 caught

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>

---------

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>
Co-authored-by: Stephen Smoogen <ssmoogen@redhat.com>
2025-07-14 10:13:49 -04:00
Daniel J Walsh eba46c8df6
Merge pull request #1691 from mbortoli/readme-improvements
Readme improvements: Update model's name and improve CUDA_VISIBLE_DEVICES section
2025-07-14 10:03:20 -04:00
Mario Antonio Bortoli Filho b5826c96e9 README: fix model name and improve CUDA section
- Corrected the model name under the Benchmark section; previous name was not available in Ollama's registry.

- Added instructions to switch between CPU-only mode and using all available GPUs via CUDA_VISIBLE_DEVICES.

Signed-off-by: Mario Antonio Bortoli Filho <mario@bortoli.dev>
2025-07-14 09:43:16 -03:00
Daniel J Walsh 066b659f3a
Merge pull request #1689 from containers/pip-install
Only install if pyproject.toml exists
2025-07-14 06:07:24 -04:00
Eric Curtin 6d7effadc2 Only install if pyproject.toml exists
Otherwise skip

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-07-13 22:13:11 +01:00
Daniel J Walsh 1d2e1a1e01
Merge pull request #1688 from containers/konflux/references/main
chore(deps): update konflux references
2025-07-12 06:06:35 -04:00
Daniel J Walsh a54e2b78c4
Merge pull request #1681 from ramalama-labs/bug/chat-fix
Bug/chat fix
2025-07-12 06:05:31 -04:00
red-hat-konflux-kflux-prd-rh03[bot] f4cec203ac
chore(deps): update konflux references
Signed-off-by: red-hat-konflux-kflux-prd-rh03 <206760901+red-hat-konflux-kflux-prd-rh03[bot]@users.noreply.github.com>
2025-07-12 08:02:23 +00:00
Ian Eaves a616005695
resolve merge conflicts
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
2025-07-11 16:47:56 -05:00
Daniel J Walsh c7c0f7d2e5
Merge pull request #1685 from rhatdan/convert
Allow `ramalama rag` to output different formats
2025-07-11 16:18:19 -04:00
Daniel J Walsh b630fcdea2
Allow ramalama rag to output different formats
Add ramalama rag --format option to allow outputing
of markdown, json as well as qdrant databases.

This content can then be used as input to the client tool.

Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
Co-authored-by: Ian Eaves <ian.k.eaves@gmail.com>
Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-07-11 11:04:32 -04:00
Daniel J Walsh 027f88cf31
Merge pull request #1683 from containers/konflux-integration
konflux: add integration tests that run in multi-arch VMs
2025-07-10 15:05:03 -04:00
Mike Bonnet d7ed2216dd konflux: build entrypoint images on smaller instances
The entrypoint image builds are very lightweight, use smaller instances
to reduce resource consumption.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-10 09:19:16 -07:00
Mike Bonnet 6d9a7eea9e konflux: build rag images on instance types with more disk space
-rag builds were failing due to the 40G disk filling up. Run builds on
newly-available "d160" instance types which have 160G of disk space
available.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-10 09:19:16 -07:00
Mike Bonnet 5ebc48f453 konflux: add integration tests that run in multi-arch VMs
The integration tests will be triggered after all image builds associated with a single
commit are complete. Tests are currently being run on amd64 and arm64 platforms.

Remove "bats-nocontainer" from the build-time tests, since those are covered by "bats" run
in the integration tests.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-10 09:19:16 -07:00
Mike Bonnet b6cb2fdbe2 konflux: build all ramalama layered images on arm64
Some bats tests need the ramalama-rag image avilable for the current arch. Build
all the ramalama layered images on arm64 as well as amd64.

Switch to building on larger VM instance types to reduce build times and improve
developer feedback and experience.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-10 06:44:58 -07:00
Mike Bonnet f75599097e bats: ignore RAMALAMA_IMAGE from the calling environment
Some tests parse the output of the ramalama cli and hard-code the location of the expected
default image. However, this output changes based on the value of the RAMALAMA_IMAGE
environment variable, and setting this variable in the calling environment can cause those
tests to fail. Unset the RAMALAMA_IMAGE environment variable in these tests to avoid false failures.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-10 06:44:58 -07:00
Daniel J Walsh 80317bffbc
Merge pull request #1684 from containers/konflux/mintmaker/main/registry.access.redhat.com-ubi9-ubi-9.x
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1752069608
2025-07-10 07:45:47 -04:00
red-hat-konflux-kflux-prd-rh03[bot] 124afc14bb
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1752069608
Signed-off-by: red-hat-konflux-kflux-prd-rh03 <206760901+red-hat-konflux-kflux-prd-rh03[bot]@users.noreply.github.com>
2025-07-10 00:02:12 +00:00
Daniel J Walsh 79b23e1237
Merge pull request #1668 from containers/renovate/registry.access.redhat.com-ubi9-ubi-9.x
Update registry.access.redhat.com/ubi9/ubi Docker tag to v9.6-1752069608
2025-07-09 16:04:00 -04:00
Daniel J Walsh 5fd301532c
Merge pull request #1679 from containers/bugfix-for-chat
Bugfix for chat
2025-07-09 16:03:14 -04:00
Daniel J Walsh 64d53180fd
Merge pull request #1680 from nathan-weinberg/bump-er
chore: bump ramalama-stack to 0.2.5
2025-07-09 16:01:09 -04:00
Daniel J Walsh c0278c1b8c
Merge pull request #1676 from rhatdan/selinux
Enable SELinux separation
2025-07-09 16:00:35 -04:00
Nathan Weinberg e402a456cf chore: bump ramalama-stack to 0.2.5
Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
2025-07-09 15:42:33 -04:00
Eric Curtin 3da38bc7b8 Bugfix for chat
This was recently removed:

+            if getattr(self.args, "model", False):
+                data["model"] = self.args.model

it is required

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-07-09 20:13:09 +01:00
Daniel J Walsh 980179d5ca
Enable SELinux separation
Remove some unused functions from model.py

Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-07-09 13:11:58 -04:00
Daniel J Walsh 657bacb52e
Merge pull request #1675 from rhatdan/image
Hide --container option, having --container/--nocontainer is confusing
2025-07-09 09:55:44 -04:00
Daniel J Walsh 09c6ccb2f0
Hide --container option, having --container/--nocontainer is confusing
Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-07-09 06:58:04 -04:00
Daniel J Walsh 7f09d4bf5b
Merge pull request #1643 from engelmi/enhance-ref-file
Enhance ref file and mount all snapshot files to container
2025-07-08 13:37:45 -04:00
Michael Engel 7a6c9977f7 Disable generate and serve OCI image test
Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:36:39 +02:00
Michael Engel def6116f15 Add deduplication check by file hash to update_snapshot
Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Michael Engel 5e39e11678 Remove limitation of only one model file per snapshot
Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Michael Engel 21e42fc837 Move split model logic to url model class
The split model feature was exclusive to URL models. Because of this - and the
improvements in mounting all model snapshot files - the logic has been removed
from the ModelFactory and put to the URL model class.

Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Michael Engel eefafe24fd Refactor model classes to mount all snapshot files instead of explicit ones
Previously, the model, mmproj and chat template files were mounted explicity if
present using many if-exists checks. Relying on the new ref file all files of that
model snapshot are either mounted or used directly with its blob path. When mounted
into a container, the files are put into MNT_DIR with the respective file names.
The split_model part has been dropped for now, but will be refactored in the next
commit.

Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Michael Engel 6cbaf692aa Remove obsolete glob check if model exists
Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Michael Engel 129ee175d6 Fixed using model_store instead of store
Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Michael Engel 8e98c77f54 Removed unused functio
Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Michael Engel e398941913 Remove unused garbage collection function
Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Michael Engel d95bd13ca0 Replace RefFile by RefJSONFile in model store
Replacing the use of RefFile with the new RefJSONFile in model store. It also adds
support for adhoc migration of old to new ref file format.
This will break ramalama as is since no specific functionality for getting the explicit
(gguf) model file path has been implemented. Will be adjusted in the next commit to
fix this.

Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Michael Engel 496439ea02 Added new ref file format
Added a new, simpler ref file format serialized as JSON. It also gets additional
fields such as the hash of the file that is used as the name of the blob file.
This essentially makes the snapshot directory and all symlinks obsolete, further
simplifying the storage and improving stability. It also leads to the ref file as
being the single source for all files of a model.
Further refactoring, incl. swapping and migrating from the old to new format, will
follow in subsequent commits.

Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 18:33:42 +02:00
Daniel J Walsh bf0af8034a
Merge pull request #1673 from containers/mlx-fixes
mlx fixes
2025-07-08 11:51:26 -04:00
Daniel J Walsh 99f56a7684
Merge pull request #1669 from rhatdan/image
move --image & --keep-groups to run, serve, perplexity, bench commands
2025-07-08 11:49:07 -04:00
Eric Curtin 5b20aa4e2c mlx fixes
mlx_lm.server is the only one in my path at least on my system.

Also, printing output like this which doesn't make sense:

Downloading huggingface://RedHatAI/Llama-3.2-1B-Instruct-FP8-dynamic/model.safetensors:latest ...
Trying to pull huggingface://RedHatAI/Llama-3.2-1B-Instruct-FP8-dynamic/model.safetensors:latest ...

Also remove recommendation to install via `brew install ramalama`, skips installing Apple specific
dependancies.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-07-08 15:57:25 +01:00
Eric Curtin 957dfd52e7
Merge pull request #1672 from containers/revert-1671-set-ramalama-stack-version
Revert "feat: allow for dynamic version installing of ramalama-stack"
2025-07-08 14:54:23 +01:00
Eric Curtin ebb8ea93fd
Revert "feat: allow for dynamic version installing of ramalama-stack" 2025-07-08 14:53:25 +01:00
Daniel J Walsh 7dc3d9da8e
move --image & --keep-groups to run, serve, perplexity, bench commands
This eliminates the need for pulling images by accident when not
using containers.  Since these commands are only used for container
commands, no need for them in other places.

Fixes: https://github.com/containers/ramalama/issues/1662

Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-07-08 09:09:41 -04:00
Daniel J Walsh 72aa795b17
Merge pull request #1666 from engelmi/inspect-add-safetensor-support
Inspect add safetensor support
2025-07-08 08:54:15 -04:00
Eric Curtin 2fea5f86f6
Merge pull request #1671 from nathan-weinberg/set-ramalama-stack-version
feat: allow for dynamic version installing of ramalama-stack
2025-07-08 13:39:00 +01:00
Michael Engel 412d5616d3
Catch error on creating snapshot and log error
Relates to: https://github.com/containers/ramalama/issues/1663

Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 12:57:12 +02:00
Michael Engel 3b880923c0
Added support for safetensors to inspect command
Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-08 12:57:12 +02:00
Daniel J Walsh b7c15ce86a
Merge pull request #1664 from containers/konflux/references/main
chore(deps): update konflux references
2025-07-08 06:48:46 -04:00
Daniel J Walsh 87287ae574
Merge pull request #1670 from containers/konflux/mintmaker/main/registry.access.redhat.com-ubi9-ubi-9.x
Update registry.access.redhat.com/ubi9/ubi Docker tag to v9.6-1751897624
2025-07-08 06:43:49 -04:00
Nathan Weinberg eeaab7276c feat: allow for dynamic version installing of ramalama-stack
previously we were setting an explicit version of `ramalama-stack`
in the Containerfile restricting what we used at runtime

moved the install to the entrypoint script and allowed the use of
the RAMALAMA_STACK_VERSION env var to install a specific version
(default with no env var installs the latest package and pulls the
YAML files from the main branch)

Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
2025-07-07 21:38:30 -04:00
red-hat-konflux-kflux-prd-rh03[bot] 8104b697dd
Update registry.access.redhat.com/ubi9/ubi Docker tag to v9.6-1751897624
Signed-off-by: red-hat-konflux-kflux-prd-rh03 <206760901+red-hat-konflux-kflux-prd-rh03[bot]@users.noreply.github.com>
2025-07-08 00:05:41 +00:00
renovate[bot] eacaffe03d
Update registry.access.redhat.com/ubi9/ubi Docker tag to v9.6-1751897624
Signed-off-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
2025-07-07 19:49:58 +00:00
Daniel J Walsh 21957b22c2
Merge pull request #1661 from ramalama-labs/feat/vision
Adds the ability to include vision based context to chat via --rag
2025-07-07 09:36:52 -04:00
Daniel J Walsh cd7220a3ea
Merge pull request #1667 from rhatdan/VERSION
Bump to v0.10.1
2025-07-07 08:19:41 -04:00
Daniel J Walsh fe3731dffc
Bump to v0.10.1
Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-07-07 06:52:23 -04:00
Eric Curtin 0947e11f13
Merge pull request #1665 from rhatdan/pull
Make sure errors and progress messages go to STDERR
2025-07-06 14:58:38 +01:00
Daniel J Walsh ab4d0f2202
Make sure errors and progress messages go to STDERR
Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-07-06 07:12:14 -04:00
Daniel J Walsh c62a2a4e5b
Move download_file to http_client rather then common
Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-07-06 06:52:51 -04:00
red-hat-konflux-kflux-prd-rh03[bot] ee8d7a3a04
chore(deps): update konflux references
Signed-off-by: red-hat-konflux-kflux-prd-rh03 <206760901+red-hat-konflux-kflux-prd-rh03[bot]@users.noreply.github.com>
2025-07-05 08:02:20 +00:00
Daniel J Walsh c9f9f691aa
Merge pull request #1642 from kush-gupt/feat/mlx
MLX runtime support
2025-07-04 05:53:41 -04:00
Ian Eaves fe2d22c848
renamed tests + lint
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
2025-07-03 17:47:02 -05:00
Ian Eaves cba091b265
adds vision to chat
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
2025-07-03 17:37:11 -05:00
Kush Gupta bc92481a66 Fix API request
Signed-off-by: Kush Gupta <kushalgupta@gmail.com>
2025-07-03 10:18:26 -04:00
Eric Curtin 149c9f101c
Merge pull request #1660 from telemaco/pre-commit-conf
Add .pre-commit-config.yaml
2025-07-03 14:54:26 +01:00
Eric Curtin 06488b45f1
Merge pull request #1637 from rhatdan/store
Always use absolute path for --store option
2025-07-03 14:33:44 +01:00
Eric Curtin 4482803eb2
Merge pull request #1657 from containers/konflux-layered-images
konflux: add pipelines for the layered images of ramalama, cuda, rocm, and rocm-ubi
2025-07-03 14:32:37 +01:00
Kush Gupta 277cb4f504 make sure host is not in container, dont care about llama.cpp args
Signed-off-by: Kush Gupta <kushalgupta@gmail.com>
2025-07-03 09:27:15 -04:00
Kush Gupta d77b7ce231 mlx runtime with client/server
Signed-off-by: Kush Gupta <kushalgupta@gmail.com>
2025-07-03 09:27:00 -04:00
Roberto Majadas 5a51552d1f Add pre-commit configuration
Signed-off-by: Roberto Majadas <rmajadas@redhat.com>
2025-07-03 14:40:49 +02:00
Daniel J Walsh 8501240d43
Merge pull request #1659 from telemaco/lint-and-format-conf-updates
Update lint and format tools configuration
2025-07-03 07:12:52 -04:00
Eric Curtin c791ac1602
Merge pull request #1658 from containers/konflux/mintmaker/main/registry.access.redhat.com-ubi9-ubi-9.x
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1751445649
2025-07-03 11:45:32 +01:00
Daniel J Walsh 689955480c
Always use absolute path for --store option
Fixes: https://github.com/containers/ramalama/issues/1634

Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-07-03 06:38:57 -04:00
Roberto Majadas e5e6195c49 Update lint and format tools configuration
Signed-off-by: Roberto Majadas <rmajadas@redhat.com>
2025-07-03 12:32:26 +02:00
Daniel J Walsh ae38e3f09c
Merge pull request #1632 from ramalama-labs/feat/user-prompt-configs
Adds a user configuration setting to disable gpu prompting
2025-07-03 06:30:52 -04:00
Daniel J Walsh c32d67fd4e
Merge pull request #1635 from containers/list-models
Add command to list available models
2025-07-03 06:23:35 -04:00
red-hat-konflux-kflux-prd-rh03[bot] 9c43c0ba71
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1751445649
Signed-off-by: red-hat-konflux-kflux-prd-rh03 <206760901+red-hat-konflux-kflux-prd-rh03[bot]@users.noreply.github.com>
2025-07-03 00:03:59 +00:00
Ian Eaves 27fa3909a3
adds user prompt controls
Signed-off-by: Ian Eaves <ian.k.eaves@gmail.com>
2025-07-02 16:58:37 -05:00
Mike Bonnet 0808cf76b9 konflux: add pipelines for the layered images of ramalama, cuda, rocm, and rocm-ubi
Build the -llama-server, -whisper-server, and -rag layered images, which inherit from
the existing ramalama, cuda, rocm, and rocm-ubi images.

Layered images use shared Containerfiles, and customize their builds using --build-arg.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-02 12:19:25 -07:00
Eric Curtin 3a61309e10 Add command to list available models
With commands such as:

  ramalama chat --url https://generativelanguage.googleapis.com/v1beta/openai --ls

we can now list the various models available.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-07-02 16:52:28 +01:00
Eric Curtin 8dc1144cbd
Merge pull request #1641 from containers/layered-containerfiles
build layered images from Containerfiles
2025-07-02 10:19:32 +01:00
Mike Bonnet 46c0154d2a build layered images from Containerfiles
Move the Containerfiles for the entrypoint and rag images out of container_build.sh and into their
own files. This is necessary so they can be built with Konflux.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-07-01 15:14:26 -07:00
Eric Curtin e624a41063
Merge pull request #1631 from jbtrystram/fix_quadlet
quadlet: add missing privileged options
2025-07-01 22:38:16 +01:00
jbtrystram 412372de9c
quadlet: use shlex to join shell arguments
this is to avoid incorrect parsing if arguments contain spaces.

See https://github.com/containers/ramalama/pull/1631#discussion_r2175358681

Signed-off-by: jbtrystram <jbtrystram@redhat.com>
2025-07-01 22:34:06 +02:00
jbtrystram a3a199664c
quadlet: add missing privileged options
The default privileged options were ommited from the generated quadlet
file. Add them using the same argument parsing as in engine.py. [1]

Also add a few base options found in model.py[2] that were missing.

Fixes https://github.com/containers/ramalama/issues/1593

[1] 8341ddcf7b/ramalama/engine.py (L71-L82)
[2] 8341ddcf7b/ramalama/model.py (L205-L223)

Signed-off-by: jbtrystram <jbtrystram@redhat.com>
2025-07-01 22:33:21 +02:00
Daniel J Walsh 58922cd285
Merge pull request #1638 from engelmi/use-config-for-pull-flag-in-accel-image
Use config instance for defining pull behavior in accel_image
2025-07-01 14:39:49 -04:00
Daniel J Walsh 5468b1b4c7
Merge pull request #1639 from nathan-weinberg/rlls-0.2.4
chore: bump ramalama-stack to 0.2.4
2025-07-01 14:33:15 -04:00
Nathan Weinberg 1dad8284b7 chore: bump ramalama-stack to 0.2.4
Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
2025-07-01 14:28:10 -04:00
Daniel J Walsh fe756ccf70
Merge pull request #1640 from engelmi/split-model-store-into-files
Split the model store into multiple files
2025-07-01 14:24:22 -04:00
Michael Engel d7ecda282b
Added staticmethod annotation
Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-01 17:45:51 +02:00
Michael Engel 3327df7852
Split the model store into multiple files
The source code for the model store is getting bigger, so splitting it
into multiple source files under a directory helps keeping it easier
to read.

Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-01 17:41:34 +02:00
Michael Engel 4a5724e673
Use config instance for defining pull behavior in accel_image
By using the pull field in the config instance for the flag to
indicate pulling of the container image should be attempted in
the accel_image function, the behavior is tied to the cli options.
This also prevents a ramalama ls to seemingly block since the
image is downloaded (with no output).

Signed-off-by: Michael Engel <mengel@redhat.com>
2025-07-01 15:24:54 +02:00
Daniel J Walsh 162e2e5991
Merge pull request #1614 from containers/konflux-tests
run tests during build pipelines
2025-07-01 06:55:33 -04:00
Daniel J Walsh 3b11fcf343
Merge pull request #1633 from containers/konflux/mintmaker/main/registry.access.redhat.com-ubi9-ubi-9.x
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1751287003
2025-07-01 06:37:26 -04:00
Eric Curtin 34eae809b6
Merge pull request #1620 from olliewalsh/store_delete_refcount
Fix modelstore deleting logic when multiple reference refer to the same blob/snapshot
2025-07-01 09:42:46 +01:00
red-hat-konflux-kflux-prd-rh03[bot] 1e346cc083
chore(deps): update registry.access.redhat.com/ubi9/ubi docker tag to v9.6-1751287003
Signed-off-by: red-hat-konflux-kflux-prd-rh03 <206760901+red-hat-konflux-kflux-prd-rh03[bot]@users.noreply.github.com>
2025-07-01 00:03:13 +00:00
Oliver Walsh 7b211d0aef Only remove .parial blob file when the snapshot refcount is 0
Previously would always remove this partial blob file.

Note: this assumes the blob hash equals the snapshot hash, which
is only true for repos with a single model

Signed-off-by: Oliver Walsh <owalsh@redhat.com>
2025-06-30 23:30:35 +01:00
Oliver Walsh 80fd6d95fe Handle existing but broken symlink to snapshot file
Signed-off-by: Oliver Walsh <owalsh@redhat.com>
2025-06-30 23:11:41 +01:00
Oliver Walsh 69e0929ca0 Add bats tests for pullling llama.cpp multimodal images
Signed-off-by: Oliver Walsh <owalsh@redhat.com>
2025-06-30 23:11:41 +01:00
Oliver Walsh 990a7412e8 Fix modelstore deleting logic
When deleting a reference, count the remaining references to the
snapshot/blobs to determine if they should be deleted.

Signed-off-by: Oliver Walsh <owalsh@redhat.com>
2025-06-30 23:11:41 +01:00
Mike Bonnet 8b1d2c03cd konflux: skip checks on PR builds
Most of the checks don't (yet) apply to these images, and they add significant time to the builds.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-06-30 12:11:13 -07:00
Mike Bonnet 36e55002fe konflux: set PipelineRun timeouts to 6 hours
Container builds and tests can take a long time. We'd rather them eventually complete successfully
than fail with a timeout.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-06-30 12:11:13 -07:00
Mike Bonnet ee05ed0586 run tests during build pipelines
Use the bats container to run a set of Makefile targets to test the code
and images in parallel.

Signed-off-by: Mike Bonnet <mikeb@redhat.com>
2025-06-30 12:11:13 -07:00
Stephen Smoogen 8341ddcf7b
Start process of moving python-ramalama to ramalama (#1498)
* Start adding rpm/ramalama.spec for Fedora

Add a ramalama.spec to sit next to python-ramalama.spec while we get
this reviewed. Change various configs so they are aware of
ramalama.spec

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>

* Add needed obsoletes/provides in base rpm to start process.

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>

* Try to fix CI problems with initial mr

The initial MR puts two spec files in the same directory which was
causing problems with the CI. This splits them off into different
directories which should allow for the tooling to work.

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>

---------

Signed-off-by: Stephen Smoogen <ssmoogen@redhat.com>
Co-authored-by: Stephen Smoogen <ssmoogen@redhat.com>
2025-06-30 14:51:29 +01:00
Eric Curtin afbb01760f
Merge pull request #1628 from rhatdan/host
Fix handling of --host option when running in a container
2025-06-30 13:58:46 +01:00
Daniel J Walsh 1270b7fba6
Merge pull request #1629 from rhatdan/VERSION
Bump to v0.10.0
2025-06-30 08:31:07 -04:00
Daniel J Walsh 6b13f497fa
Fix handling of --host option when running in a container
When you run a Model server within a container and only wanted it bound
to a certain port, the port binding should happen to the container not
inside of the container.

Fixes: https://github.com/containers/ramalama/issues/1572

Also fix handling of -t option, should not be used with anything other
then run command, and now I am not sure of that.

The LLAMA_PROMPT_PREFIX= environment variable should not be set within
containers as an environment variable, since we are doing chat on the
outside.

Signed-off-by: Daniel J Walsh <dwalsh@redhat.com>
2025-06-28 11:48:24 -04:00
198 changed files with 9266 additions and 2501 deletions

View File

@ -1,15 +0,0 @@
# https://github.com/codespell-project/codespell#using-a-config-file
[codespell]
# Comma-separated list of files to skip.
skip = build,ramalama.egg-info,logos,.git #,bin,vendor,.git,go.sum,changelog.txt,.cirrus.yml,"RELEASE_NOTES.md,*.xz,*.gz,*.tar,*.tgz,bin2img,*ico,*.png,*.1,*.5,*.7,copyimg,*.orig,apidoc.go"
# Comma separated list of words to be ignored. Words must be lowercased.
ignore-words-list = clos,creat,ro,hastable,shouldnot,mountns,passt,assertin
# Custom dictionary file that contains spelling corrections.
# Run with option '--dictionary=-' to include also default dictionary.
dictionary = .codespelldict
# Check file names as well.
check-filenames = true

View File

@ -2,3 +2,4 @@
max-line-length = 120
# E203,E221,E231 conflict with black formatting
extend-ignore = E203,E221,E231,E702,F824
extend-exclude = .venv,venv

View File

@ -10,7 +10,7 @@ jobs:
lint:
name: Lint Code
runs-on: ubuntu-24.04
timeout-minutes: 10
timeout-minutes: 20
steps:
- uses: actions/checkout@v4
@ -77,7 +77,7 @@ jobs:
unit-test:
name: Unit Tests
runs-on: ubuntu-24.04
timeout-minutes: 10
timeout-minutes: 20
steps:
- uses: actions/checkout@v4
- name: Install the latest version of uv and activate the environment
@ -264,6 +264,11 @@ jobs:
uses: astral-sh/setup-uv@v6
with:
activate-environment: true
- name: install mlx-lm
shell: bash
run: |
uv pip install mlx-lm
- name: install golang
shell: bash

View File

@ -21,7 +21,7 @@ jobs:
uses: actions/checkout@v4
- name: Set Up Dependencies (Ubuntu)
timeout-minutes: 10
timeout-minutes: 20
if: matrix.os == 'ubuntu-latest'
run: |
sudo apt-get install -y lshw curl

2
.gitignore vendored
View File

@ -19,3 +19,5 @@ __pycache__/
coverage.*
htmlcov/
.idea/
.hypothesis/
uv.lock

View File

@ -9,7 +9,7 @@ set -exo pipefail
# Extract version from pyproject.toml instead of setup.py
VERSION=$(awk -F'[""]' ' /^\s*version\s*/ {print $(NF-1)}' pyproject.toml )
SPEC_FILE=rpm/python-ramalama.spec
SPEC_FILE=rpm/ramalama.spec
# RPM Spec modifications

View File

@ -7,11 +7,11 @@ upstream_tag_template: v{version}
packages:
ramalama-fedora:
pkg_tool: fedpkg
downstream_package_name: python-ramalama
specfile_path: rpm/python-ramalama.spec
downstream_package_name: ramalama
specfile_path: rpm/ramalama.spec
ramalama-centos:
downstream_package_name: python-ramalama
specfile_path: rpm/python-ramalama.spec
downstream_package_name: ramalama
specfile_path: rpm/ramalama.spec
srpm_build_deps:
- make
@ -79,7 +79,7 @@ jobs:
dist_git_branches: &fedora_targets
- fedora-all
- epel10
- epel9
- epel10.0
- job: koji_build
trigger: commit
@ -92,4 +92,4 @@ jobs:
dist_git_branches:
- fedora-branched # rawhide updates are created automatically
- epel10
- epel9
- epel10.0

37
.pre-commit-config.yaml Normal file
View File

@ -0,0 +1,37 @@
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
rev: v5.0.0
hooks:
- id: trailing-whitespace
- id: end-of-file-fixer
- id: check-yaml
- id: check-json
- id: check-toml
- id: check-added-large-files
- id: check-merge-conflict
- id: check-executables-have-shebangs
- id: check-shebang-scripts-are-executable
- repo: https://github.com/pycqa/flake8
rev: 7.3.0
hooks:
- id: flake8
- repo: https://github.com/codespell-project/codespell
rev: v2.4.1
hooks:
- id: codespell
args: ["-w"]
- repo: https://github.com/psf/black
rev: 25.1.0
hooks:
- id: black
- repo: https://github.com/pycqa/isort
rev: 6.0.1
hooks:
- id: isort
- repo: local
hooks:
- id: run-unit-tests
name: run unit tests
entry: make unit-tests
language: system
pass_filenames: false

View File

@ -0,0 +1,48 @@
apiVersion: tekton.dev/v1
kind: PipelineRun
metadata:
annotations:
build.appstudio.openshift.io/repo: https://github.com/containers/ramalama?rev={{revision}}
build.appstudio.redhat.com/commit_sha: '{{revision}}'
build.appstudio.redhat.com/pull_request_number: '{{pull_request_number}}'
build.appstudio.redhat.com/target_branch: '{{target_branch}}'
pipelinesascode.tekton.dev/cancel-in-progress: "true"
pipelinesascode.tekton.dev/max-keep-runs: "3"
pipelinesascode.tekton.dev/on-cel-expression: >-
event == "pull_request" && target_branch == "main" && body.action != "ready_for_review"
labels:
appstudio.openshift.io/application: ramalama
appstudio.openshift.io/component: asahi-llama-server
pipelines.appstudio.openshift.io/type: build
name: asahi-llama-server-on-pull-request
namespace: ramalama-tenant
spec:
params:
- name: git-url
value: '{{source_url}}'
- name: revision
value: '{{revision}}'
- name: output-image
value: quay.io/redhat-user-workloads/ramalama-tenant/asahi-llama-server:on-pr-{{revision}}
- name: image-expires-after
value: 5d
- name: build-platforms
value:
- linux-m2xlarge/amd64
- linux-m2xlarge/arm64
- name: dockerfile
value: container-images/common/Containerfile.entrypoint
- name: parent-image
value: quay.io/redhat-user-workloads/ramalama-tenant/asahi:on-pr-{{revision}}
- name: build-args
value:
- PARENT=quay.io/redhat-user-workloads/ramalama-tenant/asahi:on-pr-{{revision}}
- ENTRYPOINT=/usr/bin/llama-server.sh
pipelineRef:
name: pull-request-pipeline
timeouts:
pipeline: 6h
workspaces:
- name: git-auth
secret:
secretName: '{{ git_auth_secret }}'

View File

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#!/bin/bash -ex
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--security-opt label=disable \
--security-opt unmask=/proc/* \
--device /dev/net/tun \
--device /dev/fuse \
${PODMAN_ENV[*]} \
$TEST_IMAGE $TEST_CMD
SCRIPTEOF
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ssh $SSH_ARGS "$SSH_HOST" "uname -a"
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scripts/test.sh
log End local exec
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pipelinesascode.tekton.dev/cancel-in-progress: "false"
pipelinesascode.tekton.dev/max-keep-runs: "3"
pipelinesascode.tekton.dev/on-cel-expression: >-
event == "push" && target_branch == "main"
labels:
appstudio.openshift.io/application: ramalama
appstudio.openshift.io/component: rocm-whisper-server
pipelines.appstudio.openshift.io/type: build
name: rocm-whisper-server-on-push
namespace: ramalama-tenant
spec:
params:
- name: git-url
value: '{{source_url}}'
- name: revision
value: '{{revision}}'
- name: output-image
value: quay.io/redhat-user-workloads/ramalama-tenant/rocm-whisper-server:{{revision}}
- name: build-platforms
value:
- linux-m2xlarge/amd64
- name: dockerfile
value: container-images/common/Containerfile.entrypoint
- name: parent-image
value: quay.io/redhat-user-workloads/ramalama-tenant/rocm:{{revision}}
- name: build-args
value:
- PARENT=quay.io/redhat-user-workloads/ramalama-tenant/rocm:{{revision}}
- ENTRYPOINT=/usr/bin/whisper-server.sh
pipelineRef:
name: push-pipeline
timeouts:
pipeline: 6h
workspaces:
- name: git-auth
secret:
secretName: '{{ git_auth_secret }}'

View File

@ -8,8 +8,8 @@ metadata:
build.appstudio.redhat.com/target_branch: '{{target_branch}}'
pipelinesascode.tekton.dev/cancel-in-progress: "true"
pipelinesascode.tekton.dev/max-keep-runs: "3"
pipelinesascode.tekton.dev/on-cel-expression: event == "pull_request" && target_branch
== "main"
pipelinesascode.tekton.dev/on-cel-expression: >-
event == "pull_request" && target_branch == "main" && body.action != "ready_for_review"
labels:
appstudio.openshift.io/application: ramalama
appstudio.openshift.io/component: rocm
@ -28,11 +28,13 @@ spec:
value: 5d
- name: build-platforms
value:
- linux/x86_64
- linux-fast/amd64
- name: dockerfile
value: container-images/rocm/Containerfile
pipelineRef:
name: pull-request-pipeline
timeouts:
pipeline: 6h
workspaces:
- name: git-auth
secret:

View File

@ -7,8 +7,8 @@ metadata:
build.appstudio.redhat.com/target_branch: '{{target_branch}}'
pipelinesascode.tekton.dev/cancel-in-progress: "false"
pipelinesascode.tekton.dev/max-keep-runs: "3"
pipelinesascode.tekton.dev/on-cel-expression: event == "push" && target_branch
== "main"
pipelinesascode.tekton.dev/on-cel-expression: >-
event == "push" && target_branch == "main"
labels:
appstudio.openshift.io/application: ramalama
appstudio.openshift.io/component: rocm
@ -25,11 +25,13 @@ spec:
value: quay.io/redhat-user-workloads/ramalama-tenant/rocm:{{revision}}
- name: build-platforms
value:
- linux/x86_64
- linux-fast/amd64
- name: dockerfile
value: container-images/rocm/Containerfile
pipelineRef:
name: push-pipeline
timeouts:
pipeline: 6h
workspaces:
- name: git-auth
secret:

View File

@ -0,0 +1,36 @@
apiVersion: tekton.dev/v1
kind: Task
metadata:
name: test-cmd
spec:
description: Run a command in a test environment.
params:
- name: image
description: The image to use when setting up the test environment.
- name: cmd
description: The command to run.
- name: envs
description: List of environment variables (NAME=VALUE) to be set in the test environment.
type: array
default: []
steps:
- name: run
image: $(params.image)
computeResources:
limits:
memory: 4Gi
requests:
cpu: "1"
memory: 1Gi
securityContext:
capabilities:
add:
- SETFCAP
command:
- /usr/bin/entrypoint.sh
args:
- $(params.envs[*])
- /bin/bash
- -ex
- -c
- $(params.cmd)

View File

@ -0,0 +1,32 @@
apiVersion: tekton.dev/v1
kind: Task
metadata:
name: wait-for-image
spec:
description: Wait for an image to become available.
params:
- name: ref
description: Location of image to wait for.
results:
- name: digest
description: The digest that the image ref resolves to.
steps:
- name: check-and-wait
image: registry.redhat.io/rhel10/skopeo:latest
env:
- name: REF
value: $(params.ref)
- name: RESULTS_DIGEST_PATH
value: $(results.digest.path)
script: |
#!/bin/bash -e
echo "Fetching digest of $REF"
while true; do
DIGEST="$(skopeo inspect -n -f {{.Digest}} "docker://$REF" || :)"
if [ "${#DIGEST}" -gt 0 ]; then
echo -n "$DIGEST" | tee "$RESULTS_DIGEST_PATH"
exit
fi
echo "$(date -uIseconds): digest unavailable, waiting..."
sleep 60
done

View File

@ -8,7 +8,8 @@ PYTHON ?= $(shell command -v python3 python|head -n1)
DESTDIR ?= /
PATH := $(PATH):$(HOME)/.local/bin
IMAGE ?= ramalama
PYTHON_FILES := $(shell find . -path "./.venv" -prune -o -name "*.py" -print) $(shell find . -name ".venv" -prune -o -type f -perm +111 -exec grep -l "^\#!/usr/bin/env python3" {} \; 2>/dev/null || true)
PROJECT_DIR:=$(shell dirname $(realpath $(lastword $(MAKEFILE_LIST))))
PYTHON_SCRIPTS := $(shell grep -lEr "^\#\!\s*/usr/bin/(env +)?python(3)?(\s|$$)" --exclude-dir={.venv,venv} $(PROJECT_DIR) || true)
PYTEST_COMMON_CMD ?= PYTHONPATH=. pytest test/unit/ -vv
BATS_IMAGE ?= localhost/bats:latest
@ -114,22 +115,22 @@ ifneq (,$(wildcard /usr/bin/python3))
endif
! grep -ri --exclude-dir ".venv" --exclude-dir "*/.venv" "#\!/usr/bin/python3" .
flake8 $(PYTHON_FILES)
flake8 $(PROJECT_DIR) $(PYTHON_SCRIPTS)
shellcheck *.sh */*.sh */*/*.sh
.PHONY: check-format
check-format:
black --check --diff $(PYTHON_FILES)
isort --check --diff $(PYTHON_FILES)
black --check --diff $(PROJECT_DIR) $(PYTHON_SCRIPTS)
isort --check --diff $(PROJECT_DIR) $(PYTHON_SCRIPTS)
.PHONY: format
format:
black $(PYTHON_FILES)
isort $(PYTHON_FILES)
black $(PROJECT_DIR) $(PYTHON_SCRIPTS)
isort $(PROJECT_DIR) $(PYTHON_SCRIPTS)
.PHONY: codespell
codespell:
codespell --dictionary=- --ignore-words-list "cann" -w --skip="*/venv*"
codespell -w $(PROJECT_DIR) $(PYTHON_SCRIPTS)
.PHONY: test-run
test-run:
@ -167,7 +168,7 @@ bats-image:
podman inspect $(BATS_IMAGE) &> /dev/null || \
podman build -t $(BATS_IMAGE) -f container-images/bats/Containerfile .
bats-in-container: extra-opts = --security-opt unmask=/proc/* --device /dev/net/tun
bats-in-container: extra-opts = --security-opt unmask=/proc/* --device /dev/net/tun --device /dev/fuse
%-in-container: bats-image
podman run -it --rm \

View File

@ -2,14 +2,12 @@
<img src="https://github.com/user-attachments/assets/1a338ecf-dc84-4495-8c70-16882955da47" width=50%>
</p>
[RamaLama](https://ramalama.ai) is an open-source tool that simplifies the local use and serving of AI models for inference from any source through the familiar approach of containers.
[RamaLama](https://ramalama.ai) strives to make working with AI simple, straightforward, and familiar by using OCI containers.
<br>
<br>
## Description
RamaLama strives to make working with AI simple, straightforward, and familiar by using OCI containers.
RamaLama is an open-source tool that simplifies the local use and serving of AI models for inference from any source through the familiar approach of containers. Using a container engine like Podman, engineers can use container-centric development patterns and benefits to extend to AI use cases.
RamaLama is an open-source tool that simplifies the local use and serving of AI models for inference from any source through the familiar approach of containers. It allows engineers to use container-centric development patterns and benefits to extend to AI use cases.
RamaLama eliminates the need to configure the host system by instead pulling a container image specific to the GPUs discovered on the host system, and allowing you to work with various models and platforms.
@ -23,6 +21,25 @@ RamaLama eliminates the need to configure the host system by instead pulling a c
- Interact with models via REST API or as a chatbot.
<br>
## Install
### Install on Fedora
RamaLama is available in [Fedora](https://fedoraproject.org/) and later. To install it, run:
```
sudo dnf install python3-ramalama
```
### Install via PyPI
RamaLama is available via PyPI at [https://pypi.org/project/ramalama](https://pypi.org/project/ramalama)
```
pip install ramalama
```
### Install script (Linux and macOS)
Install RamaLama by running:
```
curl -fsSL https://ramalama.ai/install.sh | bash
```
## Accelerated images
| Accelerator | Image |
@ -57,7 +74,7 @@ RamaLama then pulls AI Models from model registries, starting a chatbot or REST
| :--------------------------------- | :-------------------------: |
| CPU | &check; |
| Apple Silicon GPU (Linux / Asahi) | &check; |
| Apple Silicon GPU (macOS) | &check; |
| Apple Silicon GPU (macOS) | &check; llama.cpp or MLX |
| Apple Silicon GPU (podman-machine) | &check; |
| Nvidia GPU (cuda) | &check; See note below |
| AMD GPU (rocm, vulkan) | &check; |
@ -87,28 +104,20 @@ See the [Intel hardware table](https://dgpu-docs.intel.com/devices/hardware-tabl
### Moore Threads GPUs
On systems with Moore Threads GPUs, see [ramalama-musa](docs/ramalama-musa.7.md) documentation for the correct host system configuration.
## Install
### Install on Fedora
RamaLama is available in [Fedora 40](https://fedoraproject.org/) and later. To install it, run:
```
sudo dnf install python3-ramalama
```
### MLX Runtime (macOS only)
The MLX runtime provides optimized inference for Apple Silicon Macs. MLX requires:
- macOS operating system
- Apple Silicon hardware (M1, M2, M3, or later)
- Usage with `--nocontainer` option (containers are not supported)
- The `mlx-lm` Python package installed on the host system
### Install via PyPi
RamaLama is available via PyPi at [https://pypi.org/project/ramalama](https://pypi.org/project/ramalama)
```
pip install ramalama
```
To install and run Phi-4 on MLX, use either `uv` or `pip`:
```bash
uv pip install mlx-lm
# or pip:
pip install mlx-lm
### Install via Homebrew
```
brew install ramalama
```
### Install script (Linux and macOS)
Install RamaLama by running:
```
curl -fsSL https://ramalama.ai/install.sh | bash
ramalama --runtime=mlx serve hf://mlx-community/Unsloth-Phi-4-4bit
```
#### Default Container Engine
@ -213,7 +222,7 @@ $ cat /usr/share/ramalama/shortnames.conf
<br>
```
$ ramalama bench granite-moe3
$ ramalama bench granite3-moe
```
</details>
@ -820,7 +829,7 @@ $ cat /usr/share/ramalama/shortnames.conf
Perplexity measures how well the model can predict the next token with lower values being better
```
$ ramalama perplexity granite-moe3
$ ramalama perplexity granite3-moe
```
</details>
@ -1125,6 +1134,7 @@ This project wouldn't be possible without the help of other projects like:
- [llama.cpp](https://github.com/ggml-org/llama.cpp)
- [whisper.cpp](https://github.com/ggml-org/whisper.cpp)
- [vllm](https://github.com/vllm-project/vllm)
- [mlx-lm](https://github.com/ml-explore/mlx-examples)
- [podman](https://github.com/containers/podman)
- [huggingface](https://github.com/huggingface)

View File

@ -1,12 +1,11 @@
FROM quay.io/fedora/fedora:42
ENV HOME=/tmp \
XDG_RUNTIME_DIR=/tmp \
STORAGE_DRIVER=vfs
XDG_RUNTIME_DIR=/tmp
WORKDIR /src
ENTRYPOINT ["/usr/bin/entrypoint.sh"]
RUN dnf -y install make bats jq iproute podman openssl httpd-tools \
RUN dnf -y install make bats jq iproute podman openssl httpd-tools diffutils \
python3-huggingface-hub \
$([ $(uname -m) == "x86_64" ] && echo ollama) \
# for validate and unit-tests
@ -26,4 +25,6 @@ RUN git clone --depth=1 https://github.com/ggml-org/llama.cpp && \
COPY container-images/bats/entrypoint.sh /usr/bin
COPY container-images/bats/containers.conf /etc/containers
COPY . /src
RUN chmod -R a+rw /src
RUN chmod a+rw /etc/subuid /etc/subgid

View File

@ -1,7 +1,17 @@
#!/bin/bash
echo "$(id -u):10000:100000" > /etc/subuid
echo "$(id -g):10000:100000" > /etc/subgid
echo "$(id -un):10000:2000" > /etc/subuid
echo "$(id -un):10000:2000" > /etc/subgid
while [ $# -gt 0 ]; do
if [[ "$1" =~ = ]]; then
# shellcheck disable=SC2163
export "$1"
shift
else
break
fi
done
if [ $# -gt 0 ]; then
exec "$@"

View File

@ -0,0 +1,7 @@
ARG PARENT
FROM $PARENT
ARG ENTRYPOINT
ENV ENTRYPOINT="$ENTRYPOINT"
ENTRYPOINT exec $ENTRYPOINT

View File

@ -0,0 +1,8 @@
ARG PARENT
FROM $PARENT
ARG GPU
USER root
RUN /usr/bin/build_rag.sh "$GPU"
ENTRYPOINT []

View File

@ -1,16 +1,18 @@
FROM quay.io/fedora/fedora:42
ARG RAMALAMA_STACK_VERSION=0.2.5
# hack that should be removed when the following bug is addressed
# https://github.com/containers/ramalama-stack/issues/53
RUN curl --create-dirs --output ~/.llama/providers.d/remote/inference/ramalama.yaml https://raw.githubusercontent.com/containers/ramalama-stack/refs/tags/v0.2.3/src/ramalama_stack/providers.d/remote/inference/ramalama.yaml && \
curl --create-dirs --output /etc/ramalama/ramalama-run.yaml https://raw.githubusercontent.com/containers/ramalama-stack/refs/tags/v0.2.3/src/ramalama_stack/ramalama-run.yaml
RUN curl --create-dirs --output ~/.llama/providers.d/remote/inference/ramalama.yaml https://raw.githubusercontent.com/containers/ramalama-stack/refs/tags/v${RAMALAMA_STACK_VERSION}/src/ramalama_stack/providers.d/remote/inference/ramalama.yaml && \
curl --create-dirs --output /etc/ramalama/ramalama-run.yaml https://raw.githubusercontent.com/containers/ramalama-stack/refs/tags/v${RAMALAMA_STACK_VERSION}/src/ramalama_stack/ramalama-run.yaml
RUN dnf -y update && \
dnf -y install uv cmake gcc gcc-c++ python3-devel pkg-config sentencepiece-devel && \
dnf -y clean all
RUN uv venv && \
uv pip install ramalama-stack==0.2.3
uv pip install ramalama-stack==${RAMALAMA_STACK_VERSION}
COPY --chmod=755 container-images/llama-stack/entrypoint.sh /usr/bin/entrypoint.sh

View File

@ -1,4 +1,4 @@
FROM registry.access.redhat.com/ubi9/ubi:9.6-1750786174
FROM registry.access.redhat.com/ubi9/ubi:9.6-1752625787
# Install Python development dependencies
RUN dnf install -y python3-devel wget compat-openssl11 python3-jinja2 python3-markupsafe

View File

@ -0,0 +1,17 @@
FROM quay.io/ramalama/ramalama
ENV PATH="/root/.local/bin:$PATH"
ENV VIRTUAL_ENV="/opt/venv"
ENV UV_PYTHON_INSTALL_DIR="/opt/uv/python"
ENV PATH="$VIRTUAL_ENV/bin:$PATH"
ENV UV_HTTP_TIMEOUT=500
ENV UV_INDEX_STRATEGY="unsafe-best-match"
ENV UV_LINK_MODE="copy"
COPY . /src/ramalama
WORKDIR /src/ramalama
RUN container-images/scripts/build-vllm.sh
WORKDIR /

View File

@ -1,4 +1,4 @@
FROM registry.access.redhat.com/ubi9/ubi:9.6-1750786174
FROM registry.access.redhat.com/ubi9/ubi:9.6-1752625787
COPY container-images/rocm-ubi/amdgpu.repo /etc/yum.repos.d/
COPY container-images/rocm-ubi/rocm.repo /etc/yum.repos.d/

View File

@ -0,0 +1,90 @@
#!/bin/bash
available() {
command -v "$1" >/dev/null
}
install_deps() {
set -eux -o pipefail
if available dnf; then
dnf install -y git curl wget ca-certificates gcc gcc-c++ \
gperftools-libs numactl-devel ffmpeg libSM libXext mesa-libGL jq lsof \
vim numactl
dnf -y clean all
rm -rf /var/cache/*dnf*
elif available apt-get; then
apt-get update -y
apt-get install -y --no-install-recommends git curl wget ca-certificates \
gcc g++ libtcmalloc-minimal4 libnuma-dev ffmpeg libsm6 libxext6 libgl1 \
jq lsof vim numactl
rm -rf /var/lib/apt/lists/*
fi
curl -LsSf https://astral.sh/uv/0.7.21/install.sh | bash
}
preload_and_ulimit() {
local ld_preload_file="libtcmalloc_minimal.so.4"
local ld_preload_file_1="/usr/lib/$arch-linux-gnu/$ld_preload_file"
local ld_preload_file_2="/usr/lib64/$ld_preload_file"
if [ -e "$ld_preload_file_1" ]; then
ld_preload_file="$ld_preload_file_1"
elif [ -e "$ld_preload_file_2" ]; then
ld_preload_file="$ld_preload_file_2"
fi
if [ -e "$ld_preload_file" ]; then
echo "LD_PRELOAD=$ld_preload_file" >> /etc/environment
fi
echo 'ulimit -c 0' >> ~/.bashrc
}
pip_install() {
local url="https://download.pytorch.org/whl/cpu"
uv pip install -v -r "$1" --extra-index-url $url
}
git_clone_specific_commit() {
local repo="${vllm_url##*/}"
git init "$repo"
cd "$repo"
git remote add origin "$vllm_url"
git fetch --depth 1 origin $commit
git reset --hard $commit
}
main() {
set -eux -o pipefail
install_deps
local arch
arch=$(uname -m)
preload_and_ulimit
uv venv --python 3.12 --seed "$VIRTUAL_ENV"
uv pip install --upgrade pip
local vllm_url="https://github.com/vllm-project/vllm"
local commit="ac9fb732a5c0b8e671f8c91be8b40148282bb14a"
git_clone_specific_commit
if [ "$arch" == "x86_64" ]; then
export VLLM_CPU_DISABLE_AVX512="0"
export VLLM_CPU_AVX512BF16="0"
export VLLM_CPU_AVX512VNNI="0"
elif [ "$arch" == "aarch64" ]; then
export VLLM_CPU_DISABLE_AVX512="true"
fi
pip_install requirements/cpu-build.txt
pip_install requirements/cpu.txt
MAX_JOBS=2 VLLM_TARGET_DEVICE=cpu python3 setup.py install
cd -
rm -rf vllm /root/.cache
}
main "$@"

View File

@ -99,10 +99,10 @@ is_rhel_based() { # doesn't include openEuler
dnf_install_mesa() {
if [ "${ID}" = "fedora" ]; then
dnf copr enable -y slp/mesa-libkrun-vulkan
dnf install -y mesa-vulkan-drivers-25.0.7-100.fc42 "${vulkan_rpms[@]}"
dnf install -y mesa-vulkan-drivers-25.0.7-100.fc42 virglrenderer "${vulkan_rpms[@]}"
dnf versionlock add mesa-vulkan-drivers-25.0.7-100.fc42
else
dnf install -y mesa-vulkan-drivers "${vulkan_rpms[@]}"
dnf install -y mesa-vulkan-drivers virglrenderer "${vulkan_rpms[@]}"
fi
rm_non_ubi_repos
@ -282,18 +282,22 @@ clone_and_build_llama_cpp() {
}
install_ramalama() {
$PYTHON -m pip install . --prefix="$1"
if [ -e "pyproject.toml" ]; then
$PYTHON -m pip install . --prefix="$1"
fi
}
install_entrypoints() {
install -d "$install_prefix"/bin
install -m 755 \
container-images/scripts/llama-server.sh \
container-images/scripts/whisper-server.sh \
container-images/scripts/build_rag.sh \
container-images/scripts/doc2rag \
container-images/scripts/rag_framework \
"$install_prefix"/bin
if [ -e "container-images" ]; then
install -d "$install_prefix"/bin
install -m 755 \
container-images/scripts/llama-server.sh \
container-images/scripts/whisper-server.sh \
container-images/scripts/build_rag.sh \
container-images/scripts/doc2rag \
container-images/scripts/rag_framework \
"$install_prefix"/bin
fi
}
main() {

View File

@ -40,7 +40,18 @@ update_python() {
}
docling() {
${python} -m pip install --prefix=/usr docling docling-core accelerate --extra-index-url https://download.pytorch.org/whl/"$1"
case $1 in
cuda)
PYTORCH_DIR="cu128"
;;
rocm)
PYTORCH_DIR="rocm6.3"
;;
*)
PYTORCH_DIR="cpu"
;;
esac
${python} -m pip install --prefix=/usr docling docling-core accelerate --extra-index-url "https://download.pytorch.org/whl/$PYTORCH_DIR"
# Preloads models (assumes its installed from container_build.sh)
doc2rag load
}
@ -51,6 +62,8 @@ rag() {
}
to_gguf() {
# required to build under GCC 15 until a new release is available, see https://github.com/google/sentencepiece/issues/1108 for details
export CXXFLAGS="-include cstdint"
${python} -m pip install --prefix=/usr "numpy~=1.26.4" "sentencepiece~=0.2.0" "transformers>=4.45.1,<5.0.0" git+https://github.com/ggml-org/llama.cpp#subdirectory=gguf-py "protobuf>=4.21.0,<5.0.0"
}
@ -60,6 +73,9 @@ main() {
# shellcheck disable=SC1091
source /etc/os-release
# caching in a container build is unhelpful, and can cause errors
export PIP_NO_CACHE_DIR=1
local arch
arch="$(uname -m)"
local gpu="${1-cpu}"
@ -67,18 +83,14 @@ main() {
python=$(python_version)
local pkgs
if available dnf; then
pkgs=("git-core" "gcc" "gcc-c++")
pkgs=("git-core" "gcc" "gcc-c++" "cmake")
else
pkgs=("git" "gcc" "g++")
pkgs=("git" "gcc" "g++" "cmake")
fi
if [ "${gpu}" = "cuda" ]; then
pkgs+=("libcudnn9-devel-cuda-12" "libcusparselt0" "cuda-cupti-12-*")
fi
if [[ "$ID" = "fedora" && "$VERSION_ID" -ge 42 ]] ; then
pkgs+=("python3-sentencepiece-0.2.0")
fi
update_python
to_gguf

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