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Kheiss/switcher 2.5.0#387
kheiss-uwzoo wants to merge 23 commits intomainfrom
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Updated conf.py file to include switcher text: "switcher": {"json_url": "../versions1.json", "version_match": release},

rkharwar-nv and others added 23 commits February 6, 2026 11:18
…sure time spent in each stage of the RAG pipeline. (#317)

* adding oberservablility

* Update docs/debugging.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Update docs/observability.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Add query-to-answer-pipeline doc and observability/debugging updates

* Trigger CI

* getting build to kick in for observability file

* Fix typos in query-to-answer-pipeline.md and ensure file in PR for link check

* get rid of PULL_REQUEST_SUMMARY

---------

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>
…odal-query-integration-test

Add multimodal query integration tests to CI pipeline
* updated files per bug 5880717

* Update CONTRIBUTING.md

* Update README.md

* Update python-client.md

* Update readme.md

* Update readme.md
* updated helm instructions

* Update deploy-helm.md
… Pro is not supported in this release.heiss/5863956a (#335)

* Add release note for Audio model deployment on Kubernetes on RTX‑6000 Pro is not supported in this release.

* Add release note for Audio model deployment on Kubernetes on RTX‑6000 Pro is not supported in this release.
* Hotfix doc release v2.4.0.rc3 (#323)

* docs: fix typos, grammar, and broken links in documentation

- README: remove duplicate 'with', fix 'e.g.' punctuation, fix link spacing
- ci/README: GitLab CI -> GitHub Actions CI pipeline
- docs/support-matrix: Bluprint -> Blueprint, fix link spacing
- docs/deploy-docker-self-hosted: add 'are' before deployed, NIMS -> NIMs
- docs/troubleshooting: fix stray markdown, subsequent deployments section
- docs/release-notes: DRA -> MIG, Nvidia -> NVIDIA, fix punctuation and its/it's
- docs/python-client: add missing closing quote in install command
- docs/text_only_ingest: remove duplicate 'the'
- docs/multi-collection-retrieval: its -> it's (it is enabled)
- docs/query_decomposition: add note for 1997/Naples example
- docs/user-interface: 750 px -> 750px
- deploy/workbench: fix hardware-requirements link to support-matrix, model v1.5
- tests/integration/README: fix test_cases formatting

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix: documents words

---------

Co-authored-by: Cursor <cursoragent@cursor.com>

* Update tech diagram (#329)

* Fixing mcp server bug (#325)

Signed-off-by: Niyati Singal <nsingal@nvidia.com>
Co-authored-by: Cursor <cursoragent@cursor.com>

* changes to docs per bug 5767861 (#328)

* Updated launchable with v2.4.0 tag (#318)

* updated support matrix (#321)

* Document the end‑to‑end flow from query to answer and show how to measure time spent in each stage of the RAG pipeline. (#317)

* adding oberservablility

* Update docs/debugging.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Update docs/observability.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Add query-to-answer-pipeline doc and observability/debugging updates

* Trigger CI

* getting build to kick in for observability file

* Fix typos in query-to-answer-pipeline.md and ensure file in PR for link check

* get rid of PULL_REQUEST_SUMMARY

---------

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* fixed files associated with build (#322)

* Add multimodal query integration tests to CI pipeline

* changes to docs per bug 5767861

* updated files per bug 5880717 (#327)

* updated files per bug 5880717

* Update CONTRIBUTING.md

* Update README.md

* Update python-client.md

* Update readme.md

* Update readme.md

* Update docs/deploy-helm.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Update docs/deploy-helm.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

---------

Co-authored-by: rkharwar-nv <rkharwar@nvidia.com>
Co-authored-by: nkmcalli <nkmcalli@yahoo.com>
Co-authored-by: Pranjal Doshi <pranjald@nvidia.com>
Co-authored-by: nv-pranjald <150428320+nv-pranjald@users.noreply.github.com>

* Fix workflow rule and doc bugs (#331)

* Revert back milvus version in conf.md to v2.6.5

* Modify workflow to run on any branch

* Fix workflow push rule to run on protected branches

* Add files via upload (#326)

Found an error in the Q&A section where images in the citation were not being printed.

* Update transformers version to 5.1.0 (#332)

* Updated launchable with v2.4.0 tag (#318)

* Fix image links

---------

Signed-off-by: Niyati Singal <nsingal@nvidia.com>
Co-authored-by: Johnny J <johnnyj@nvidia.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Shubhadeep Das <149712532+shubhadeepd@users.noreply.github.com>
Co-authored-by: niyatisingal <nsingal@nvidia.com>
Co-authored-by: rkharwar-nv <rkharwar@nvidia.com>
Co-authored-by: nkmcalli <nkmcalli@yahoo.com>
Co-authored-by: Pranjal Doshi <pranjald@nvidia.com>
Co-authored-by: nv-pranjald <150428320+nv-pranjald@users.noreply.github.com>
* updated change-model.md per 5878193

* Update change-model.md

* Update change-model.md

* Update change-model.md

* Update docs/change-model.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Update docs/change-model.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

---------

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>
* changes to docs per bug 5767861 (#328)

* Updated launchable with v2.4.0 tag (#318)

* updated support matrix (#321)

* Document the end‑to‑end flow from query to answer and show how to measure time spent in each stage of the RAG pipeline. (#317)

* adding oberservablility

* Update docs/debugging.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Update docs/observability.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Add query-to-answer-pipeline doc and observability/debugging updates

* Trigger CI

* getting build to kick in for observability file

* Fix typos in query-to-answer-pipeline.md and ensure file in PR for link check

* get rid of PULL_REQUEST_SUMMARY

---------

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* fixed files associated with build (#322)

* Add multimodal query integration tests to CI pipeline

* changes to docs per bug 5767861

* updated files per bug 5880717 (#327)

* updated files per bug 5880717

* Update CONTRIBUTING.md

* Update README.md

* Update python-client.md

* Update readme.md

* Update readme.md

* Update docs/deploy-helm.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Update docs/deploy-helm.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

---------

Co-authored-by: rkharwar-nv <rkharwar@nvidia.com>
Co-authored-by: nkmcalli <nkmcalli@yahoo.com>
Co-authored-by: Pranjal Doshi <pranjald@nvidia.com>
Co-authored-by: nv-pranjald <150428320+nv-pranjald@users.noreply.github.com>

* Fix workflow rule and doc bugs (#331)

* Revert back milvus version in conf.md to v2.6.5

* Modify workflow to run on any branch

* Fix workflow push rule to run on protected branches

* Add files via upload (#326)

Found an error in the Q&A section where images in the citation were not being printed.

* Doc bug fixes (#339)

* updated helm instructions (#333)

* updated helm instructions

* Update deploy-helm.md

* fix broken image link (#334)

* Add release note for Audio model deployment on Kubernetes on RTX‑6000 Pro is not supported in this release.heiss/5863956a (#335)

* Add release note for Audio model deployment on Kubernetes on RTX‑6000 Pro is not supported in this release.

* Add release note for Audio model deployment on Kubernetes on RTX‑6000 Pro is not supported in this release.

* Fix broken image link in observability file

* Fix CPU seach with GPU index doc

* Fix VLLM profile instruction for nemotron-3-nano

---------

Co-authored-by: Kurt Heiss <kheiss@nvidia.com>

* Updated troubleshoot documentation for Elasticsearch connection timeout (#341)

Signed-off-by: Swapnil Masurekar <smasurekar@nvidia.com>

* Changes for final Release readiness (#349)

* fixed files for build purposes (#343)

* Fix status 500 on unknown task and summary status for plain Redis and tokenizer encode_plus attribute error (#342)

* Remove rc tag from containers and helm chart

* added missing parentheses (#347)

* fix doc link defect per Z. Huang review spreadsheet (#346)

---------

Co-authored-by: Kurt Heiss <kheiss@nvidia.com>
Co-authored-by: kumar-punit <punitk@nvidia.com>

* Fix Elasticsearch auth helm steps in doc (#350)

* Added ingestor server crash due to OOM issue incase of large files ingestion as known limitation in troubleshooting.md doc (#353)

* Update pillow and crytography version (#352)

* Update pillow and crytography version

* Enable job continuation on failure

* Remove hard dependency of pillow and crytography from pyproject

---------

Signed-off-by: Swapnil Masurekar <smasurekar@nvidia.com>
Co-authored-by: Kurt Heiss <kheiss@nvidia.com>
Co-authored-by: rkharwar-nv <rkharwar@nvidia.com>
Co-authored-by: nkmcalli <nkmcalli@yahoo.com>
Co-authored-by: Pranjal Doshi <pranjald@nvidia.com>
Co-authored-by: nv-pranjald <150428320+nv-pranjald@users.noreply.github.com>
Co-authored-by: Swapnil Masurekar <smasurekar@nvidia.com>
Co-authored-by: kumar-punit <punitk@nvidia.com>
Co-authored-by: Nikhil Kulkarni <nikkulkarni@nvidia.com>
Signed-off-by: Swapnil Masurekar <smasurekar@nvidia.com>
Updated branch name
State name changed from "FAILURE"->"FAILED"
…recated SpanAttributes (#377)

Signed-off-by: Swapnil Masurekar <smasurekar@nvidia.com>
Signed-off-by: Niyati Singal <nsingal@nvidia.com>
* Added MIG Slice support for RTX 6000 pro

Signed-off-by: Punit Kumar <punitk@nvidia.com>

* Changed to default config in MIG slicing in rtx6000pro config

---------

Signed-off-by: Punit Kumar <punitk@nvidia.com>
Co-authored-by: niyatisingal <nsingal@nvidia.com>
…385)

* changes to docs per bug 5767861 (#328)

* Updated launchable with v2.4.0 tag (#318)

* updated support matrix (#321)

* Document the end‑to‑end flow from query to answer and show how to measure time spent in each stage of the RAG pipeline. (#317)

* adding oberservablility

* Update docs/debugging.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Update docs/observability.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Add query-to-answer-pipeline doc and observability/debugging updates

* Trigger CI

* getting build to kick in for observability file

* Fix typos in query-to-answer-pipeline.md and ensure file in PR for link check

* get rid of PULL_REQUEST_SUMMARY

---------

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* fixed files associated with build (#322)

* Add multimodal query integration tests to CI pipeline

* changes to docs per bug 5767861

* updated files per bug 5880717 (#327)

* updated files per bug 5880717

* Update CONTRIBUTING.md

* Update README.md

* Update python-client.md

* Update readme.md

* Update readme.md

* Update docs/deploy-helm.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

* Update docs/deploy-helm.md

Co-authored-by: nkmcalli <nkmcalli@yahoo.com>

---------

Co-authored-by: rkharwar-nv <rkharwar@nvidia.com>
Co-authored-by: nkmcalli <nkmcalli@yahoo.com>
Co-authored-by: Pranjal Doshi <pranjald@nvidia.com>
Co-authored-by: nv-pranjald <150428320+nv-pranjald@users.noreply.github.com>

* Fix workflow rule and doc bugs (#331)

* Revert back milvus version in conf.md to v2.6.5

* Modify workflow to run on any branch

* Fix workflow push rule to run on protected branches

* Add files via upload (#326)

Found an error in the Q&A section where images in the citation were not being printed.

* Doc bug fixes (#339)

* updated helm instructions (#333)

* updated helm instructions

* Update deploy-helm.md

* fix broken image link (#334)

* Add release note for Audio model deployment on Kubernetes on RTX‑6000 Pro is not supported in this release.heiss/5863956a (#335)

* Add release note for Audio model deployment on Kubernetes on RTX‑6000 Pro is not supported in this release.

* Add release note for Audio model deployment on Kubernetes on RTX‑6000 Pro is not supported in this release.

* Fix broken image link in observability file

* Fix CPU seach with GPU index doc

* Fix VLLM profile instruction for nemotron-3-nano

---------

Co-authored-by: Kurt Heiss <kheiss@nvidia.com>

* Updated troubleshoot documentation for Elasticsearch connection timeout (#341)

Signed-off-by: Swapnil Masurekar <smasurekar@nvidia.com>

* updated path to image files so that html output is rendered correctly (#363)

* Updated helm instructions for mig-deployment prerequisites (#364)

* Updated helm instructions for mig-deployment

* Update mig-deployment.md

* Doc enhancement for noteboook (#361)

* Doc enhancement for noteboook

* Update release notes

* Update launchable.ipynb (#365)

Updated branch name
State name changed from "FAILURE"->"FAILED"

* Fix typo in release notes

---------

Co-authored-by: rkharwar-nv <rkharwar@nvidia.com>

* fixed links in deploy-helm and mig-deploymnent (#367)

* update artifacts to GA version for v2.4.0 release (#359)

* updated files according to style guide (#369)

* Revert deploy-helm and mig-deployment to pre-11a31a4 versions (#372)

* Fix release date in changelog (#373)

* Bump up version to 2.5.0

---------

Signed-off-by: Swapnil Masurekar <smasurekar@nvidia.com>
Co-authored-by: Kurt Heiss <kheiss@nvidia.com>
Co-authored-by: rkharwar-nv <rkharwar@nvidia.com>
Co-authored-by: nkmcalli <nkmcalli@yahoo.com>
Co-authored-by: Pranjal Doshi <pranjald@nvidia.com>
Co-authored-by: nv-pranjald <150428320+nv-pranjald@users.noreply.github.com>
Co-authored-by: Swapnil Masurekar <smasurekar@nvidia.com>
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