# What does this PR do?
Partial revert of fa68ded07c
this commit ensures users know where their new templates are generated
and how to run the newly built distro locally
discussion on Discord:
1351652390
## Test Plan
Did a local run - let me know if we want any unit testing covering this

## Documentation
Updated "Zero to Hero" guide with new output
---------
Signed-off-by: Nathan Weinberg <nweinber@redhat.com>
# What does this PR do?
Adding nbformat version fixes this issue. Not sure exactly why this
needs to be done, but this version was rewritten to the bottom of a nb
file when I changed its name trying to get to the bottom of this. When I
opened it on GH the issue was no longer present
Closes#1837
## Test Plan
N/A
# What does this PR do?
[Provide a short summary of what this PR does and why. Link to relevant
issues if applicable.]
It should changed in this pr
https://github.com/meta-llama/llama-stack/pull/1190/files#diff-53e3f35ced54ee5e57dc8b0d3b04770ed84f2f6434c6f492f42569b3c2810ecd
[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])
## 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.*]
[//]: # (## Documentation)
Signed-off-by: reidliu <reid201711@gmail.com>
Co-authored-by: reidliu <reid201711@gmail.com>
# What does this PR do?
This PR updates the version in the
[README.md](https://github.com/meta-llama/llama-stack/blob/main/docs/zero_to_hero_guide/README.md)
to reflect the latest changes in Llama Stack setup.
Previously, using **llama-stack==0.1.0** caused an error when running:
```bash
llama stack build --template ollama --image-type conda
```
Upgrading to llama-stack==0.1.3 resolves this issue.
## Test Plan
- Verified that `llama stack build --template ollama --image-type conda`
works correctly.
---------
Signed-off-by: Surya Prakash Pathak <supathak@redhat.com>
# What does this PR do?
[Provide a short summary of what this PR does and why. Link to relevant
issues if applicable.]
It should changed by
8585b95a28,
so show `404` when click it.
[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])
## 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.*]
[//]: # (## Documentation)
Signed-off-by: reidliu <reid201711@gmail.com>
Co-authored-by: reidliu <reid201711@gmail.com>
# What does this PR do?
<!-- Provide a short summary of what this PR does and why. Usually, the
relevant context should be present in a linked issue. -->
Corrects some typographical errors found in the
`docs/zero_to_hero_guide/README.md` file.
<!-- Uncomment this section with the issue number if an issue is being
resolved
**Issue resolved by this Pull Request:** Closes #
--->
## Test Plan
<!--
Please describe:
- tests you ran to verify your changes with result summaries.
- provide instructions so it can be reproduced.
-->
N/A
<!--
## Sources
Please link relevant resources if necessary.
-->
<!--
## Documentation
- [ ] Added a
[Changelog](https://github.com/meta-llama/llama-stack/blob/main/CHANGELOG.md)
entry if the change is significant (new feature, breaking change etc.).
-->
Co-authored-by: Maxime Lecanu <mlecanu@fb.com>
# What does this PR do?
Missing T in import
## Test Plan
N/A doc update
## 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.
# What does this PR do?
The Zero to Hero guide currently references an older 0.0.61 llama-stack
version. Using the most recent stable release of the product in the
documentation, would help the users not to go through any issues from
the older llama-stack versions.
## Test Plan
I have ran the workflow locally using the proposed version change and I
am able to proceed further ahead without any issue.
## 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.
Lint check in main branch is failing. This fixes the lint check after we
moved to ruff in https://github.com/meta-llama/llama-stack/pull/921. We
need to move to a `ruff.toml` file as well as fixing and ignoring some
additional checks.
Signed-off-by: Yuan Tang <terrytangyuan@gmail.com>
# What does this PR do?
Cleans up how we provide sampling params. Earlier, strategy was an enum
and all params (top_p, temperature, top_k) across all strategies were
grouped. We now have a strategy union object with each strategy (greedy,
top_p, top_k) having its corresponding params.
Earlier,
```
class SamplingParams:
strategy: enum ()
top_p, temperature, top_k and other params
```
However, the `strategy` field was not being used in any providers making
it confusing to know the exact sampling behavior purely based on the
params since you could pass temperature, top_p, top_k and how the
provider would interpret those would not be clear.
Hence we introduced -- a union where the strategy and relevant params
are all clubbed together to avoid this confusion.
Have updated all providers, tests, notebooks, readme and otehr places
where sampling params was being used to use the new format.
## Test Plan
`pytest llama_stack/providers/tests/inference/groq/test_groq_utils.py`
// inference on ollama, fireworks and together
`with-proxy pytest -v -s -k "ollama"
--inference-model="meta-llama/Llama-3.1-8B-Instruct"
llama_stack/providers/tests/inference/test_text_inference.py `
// agents on fireworks
`pytest -v -s -k 'fireworks and create_agent'
--inference-model="meta-llama/Llama-3.1-8B-Instruct"
llama_stack/providers/tests/agents/test_agents.py
--safety-shield="meta-llama/Llama-Guard-3-8B"`
## Before submitting
- [ ] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [X] Ran pre-commit to handle lint / formatting issues.
- [X] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
Pull Request section?
- [X] Updated relevant documentation.
- [X] Wrote necessary unit or integration tests.
---------
Co-authored-by: Hardik Shah <hjshah@fb.com>
# What does this PR do?
Rename environment var for consistency
## Test Plan
No regressions
## Sources
## Before submitting
- [X] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [X] Ran pre-commit to handle lint / formatting issues.
- [X] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
Pull Request section?
- [X] Updated relevant documentation.
- [ ] Wrote necessary unit or integration tests.
---------
Signed-off-by: Yuan Tang <terrytangyuan@gmail.com>
Co-authored-by: Yuan Tang <terrytangyuan@gmail.com>
# What does this PR do?
Pinning zero2hero to 0.0.61 and updated readme
## Test Plan
Please describe:
- Did a end to end test on the server and inference for 0.0.61
Server output:
<img width="670" alt="image"
src="https://github.com/user-attachments/assets/66515adf-102d-466d-b0ac-fa91568fcee6"
/>
## Before submitting
- [x] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [x] Ran pre-commit to handle lint / formatting issues.
- [x] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
Pull Request section?
- [x] Updated relevant documentation.
- [ ] Wrote necessary unit or integration tests.
# What does this PR do?
Current examples would cause a lot of unnecessary painful duplication
when a bunch of custom tools are expected while dealing with a real use
case.
Also added pip install -U httpx==0.27.2 to avoid a [httpx proxies
error](https://github.com/meta-llama/llama-stack-apps/issues/131) when
running in an env with 0.28 or higher of httpx installed by default.
In short, provide a summary of what this PR does and why. Usually, the
relevant context should be present in a linked issue.
- [ ] 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
- [ ] 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.
# What does this PR do?
Fix the error when using the newer (v0.0.55-57) llama stack client
library with Together's stack service.
In short, provide a summary of what this PR does and why. Usually, the
relevant context should be present in a linked issue.
- [ ] 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
- [ ] 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.
# What does this PR do?
Fixes readme to remove redundant information and added
llama-stack-client cli instructions.
## Before submitting
- [ X] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [ X] Ran pre-commit to handle lint / formatting issues.
- [ X] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
Pull Request section?
- [ X] Updated relevant documentation.
# What does this PR do?
Many of the URLs pointing to the Llama Stack's Read The Docs webpages
were broken, presumably due to recent refactor of the documentation.
This PR fixes all effected URLs throughout the repository.
# What does this PR do?
In short, provide a summary of what this PR does and why. Usually, the
relevant context should be present in a linked issue.
- [x] Addresses issue (#548)
## Test Plan
Please describe:
No automated tests. Clicked on each link to ensure I was directed to the
right page.
## Sources
## Before submitting
- [x] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [x] Ran pre-commit to handle lint / formatting issues.
- [x] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
Pull Request section?
- [x] Updated relevant documentation.
- [ ] ~Wrote necessary unit or integration tests.~
# What does this PR do?
- updated the notebooks to reflect past changes up to llama-stack 0.0.53
- updated readme to provide accurate and up-to-date info
- improve the current zero to hero by integrating an example using
together api
## Before submitting
- [x] This PR fixes a typo or improves the docs (you can dismiss the
other checks if that's the case).
- [x] Ran pre-commit to handle lint / formatting issues.
- [x] 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.
---------
Co-authored-by: Sanyam Bhutani <sanyambhutani@meta.com>
# What does this PR do?
Fix the instruction in quickstart readme so the new developers/users can
run it without issues.
## Test Plan
None
## 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.
- [X] Read the [contributor
guideline](https://github.com/meta-llama/llama-stack/blob/main/CONTRIBUTING.md),
Pull Request section?
- [X] Updated relevant documentation.
- [ ] Wrote necessary unit or integration tests.
Co-authored-by: Henry Tai <henrytai@fb.com>
# What does this PR do?
It shows a complete zero-setup Colab using the Llama Stack server
implemented and powered by together.ai: using Llama Stack Client API to
run inference, agent and 3.2 models. Good for a quick start guide.
- [ ] 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
- [ ] 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.
# What does this PR do?
This PR kills the notion of "ShieldType". The impetus for this is the
realization:
> Why is keyword llama-guard appearing so many times everywhere,
sometimes with hyphens, sometimes with underscores?
Now that we have a notion of "provider specific resource identifiers"
and "user specific aliases" for those and the fact that this works with
models ("Llama3.1-8B-Instruct" <> "fireworks/llama-3pv1-..."), we can
follow the same rules for Shields.
So each Safety provider can make up a notion of identifiers it has
registered. This already happens with Bedrock correctly. We just
generalize it for Llama Guard, Prompt Guard, etc.
For Llama Guard, we further simplify by just adopting the underlying
model name itself as the identifier! No confusion necessary.
While doing this, I noticed a bug in our DistributionRegistry where we
weren't scoping identifiers by type. Fixed.
## Feature/Issue validation/testing/test plan
Ran (inference, safety, memory, agents) tests with ollama and fireworks
providers.