Pyvespa

Release highlights

* Now possibly to define _any_ `services.xml`-configuration from pyvespa. Check out example notebook on [advanced configuration](https://pyvespa.readthedocs.io/en/latest/getting-started-pyvespa-cloud.html)
* New notebook: [PDF-Retrieval using ColQWen2 (ColPali) with Vespa[](https://pyvespa.readthedocs.io/en/latest/examples/pdf-retrieval-with-ColQwen2-vlm_Vespa-cloud.html#PDF-Retrieval-using-ColQWen2-(ColPali)-with-Vespa)](https://pyvespa.readthedocs.io/en/latest/examples/pdf-retrieval-with-ColQwen2-vlm_Vespa-cloud.html)
* Unpinned `requests`-version 947

Bugs squashed
* 953

Changelog
* Use correct base model by jobergum in https://github.com/vespa-engine/pyvespa/pull/925
* (feat)First step towards full xml-configuration support by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/915
* Demonstrate that hamming MaxSim is a very good alternative to float based MaxSim by jobergum in https://github.com/vespa-engine/pyvespa/pull/928
* (feat) Next iteration of all xml-support by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/929
* Fix wording, example with two mapped dimensions does not support NN/HNSW by jobergum in https://github.com/vespa-engine/pyvespa/pull/931
* (fix) Thomasht86/move relaxng files by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/932
* (fix) Fix langchain links - again by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/933
* Improve text in examples, avoid hf tokenizer warnings and more links by jobergum in https://github.com/vespa-engine/pyvespa/pull/934
* (feat) Support document expiry by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/936
* Update dependency webrick to v1.8.2 [SECURITY] by renovate in https://github.com/vespa-engine/pyvespa/pull/937
* fix typo by andreer in https://github.com/vespa-engine/pyvespa/pull/941
* (feat) Support requestthreads persearch by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/939
* Add missing import and tqdm improvement by velaia in https://github.com/vespa-engine/pyvespa/pull/940
* fix(docsearch-feed): change enclave endpoint url for feeding to docsearch by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/942
* (ci) increase timeout from 300 to 600 by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/943
* ColQwen2 example by jobergum in https://github.com/vespa-engine/pyvespa/pull/944
* Use pip3 by jobergum in https://github.com/vespa-engine/pyvespa/pull/945
* (fix) unpin requests version by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/947
* (docs) fix docs for servicesconfiguration by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/948
* fix(ci) add validation overrides to fix prod integration test by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/949
* Add http response.text to deployment error reason by ulyanin in https://github.com/vespa-engine/pyvespa/pull/952
* (bugfix) fix vt tag underscore replacement by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/955
* (bugfix) Fix asyncclient timeout param by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/953

New Contributors
* velaia made their first contribution in https://github.com/vespa-engine/pyvespa/pull/940
* ulyanin made their first contribution in https://github.com/vespa-engine/pyvespa/pull/952

**Full Changelog**: https://github.com/vespa-engine/pyvespa/compare/v0.49.0...v0.50.0

What's Changed
* infer auth method without request by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/894
* bump version to 0.48.0 by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/896
* Revert "infer auth method without request" by esolitos in https://github.com/vespa-engine/pyvespa/pull/897
* feat(ci/cd): set version to 0.dev by esolitos in https://github.com/vespa-engine/pyvespa/pull/899
* feat(docs): add section about async querying to `query.ipynb` by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/898
* feat(pypi): update release workflow to use OIDC auth by esolitos in https://github.com/vespa-engine/pyvespa/pull/900
* Remove `get_valid_auth_clients` by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/901
* (ci)fix broken links by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/903
* The big notebook simplification by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/904
* (links) Udate asset links by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/906
* (ci) fix notebook environments in ci by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/907
* Add new colpali example by jobergum in https://github.com/vespa-engine/pyvespa/pull/908
* add latest notebook to toc by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/910
* (feat)Add compression for POST/PUT requests (sync) by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/911
* Add rank to StructField by maxice8 in https://github.com/vespa-engine/pyvespa/pull/913
* fix: Allows symlink when loading app pkg from disk by glesperance in https://github.com/vespa-engine/pyvespa/pull/870
* (ci)fix langchain doclinks by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/916
* do not fail if response is not json (e.g. xml) by mkevac in https://github.com/vespa-engine/pyvespa/pull/917
* Jobergum/refactor complex colpali by jobergum in https://github.com/vespa-engine/pyvespa/pull/909
* Fix definition of max_sim_binary to trigger optimization by jobergum in https://github.com/vespa-engine/pyvespa/pull/918
* feat: expose "compress" argument by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/914
* (docs) Make sure notebook is committed with output by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/919
* (ci) remove obsolete import by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/920
* fix(CI): json access in script checking the current pypi version by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/921
* (docs) Change name in toc by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/922
* (ci) remove __init__ from version update by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/923
* Use correct device by jobergum in https://github.com/vespa-engine/pyvespa/pull/924

New Contributors
* glesperance made their first contribution in https://github.com/vespa-engine/pyvespa/pull/870
* mkevac made their first contribution in https://github.com/vespa-engine/pyvespa/pull/917

**Full Changelog**: https://github.com/vespa-engine/pyvespa/compare/v0.47.0...v0.49.0

New Contributors
* esolitos made their first contribution in https://github.com/vespa-engine/pyvespa/pull/878

**Full Changelog**: https://github.com/vespa-engine/pyvespa/compare/v0.46.0...v0.47.0

What's Changed
* Update pyvespa version to 0.45.0 by github-actions in https://github.com/vespa-engine/pyvespa/pull/828
* Simplify `getting-started-pyvespa-cloud.ipynb` by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/829
* update test to pass auth_client to cluster instead by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/830
* check in with outputs by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/831
* Thomasht86/update cloud integration tests by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/832
* Jobergum/colpali by jobergum in https://github.com/vespa-engine/pyvespa/pull/838
* Add to toc by jobergum in https://github.com/vespa-engine/pyvespa/pull/839
* Typo and timeout by dainiusjocas in https://github.com/vespa-engine/pyvespa/pull/840
* Update Vespa CLI version to 8.371.16 by github-actions in https://github.com/vespa-engine/pyvespa/pull/837
* Kkraune/misc notebooks by kkraune in https://github.com/vespa-engine/pyvespa/pull/846
* Raise on interactive login windows by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/845
* Thomasht86/pin requests version by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/851
* make _open_aiohttp_session to match aiohttp pattern by PrathamSoni in https://github.com/vespa-engine/pyvespa/pull/849
* update deps, use jekyll not github pages by kkraune in https://github.com/vespa-engine/pyvespa/pull/856
* fix deps by kkraune in https://github.com/vespa-engine/pyvespa/pull/857
* Disable waiting for prod deployment by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/858
* The last failing tests 🙏 by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/859
* Migration of cloud integration tests from Screwdriver to GitHub Actions by glebashnik in https://github.com/vespa-engine/pyvespa/pull/860
* Updated integration-cloud workflow triggers. by glebashnik in https://github.com/vespa-engine/pyvespa/pull/861
* Update Vespa CLI version to 8.387.10 by github-actions in https://github.com/vespa-engine/pyvespa/pull/864
* Fix minor typos by ceh in https://github.com/vespa-engine/pyvespa/pull/867
* Migrated non-cloud screwdriver pipelines to GitHub Actions workflows by glebashnik in https://github.com/vespa-engine/pyvespa/pull/863
* Switch Async HTTP-client to `httpx` (HTTP/2-support) by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/770
* Improve pyvespa chunks to docsearch by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/873
* chore: use approved commit sha in Github Actions by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/875
* Release version `0.46.0` by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/876

New Contributors
* dainiusjocas made their first contribution in https://github.com/vespa-engine/pyvespa/pull/840
* PrathamSoni made their first contribution in https://github.com/vespa-engine/pyvespa/pull/849
* glebashnik made their first contribution in https://github.com/vespa-engine/pyvespa/pull/860
* ceh made their first contribution in https://github.com/vespa-engine/pyvespa/pull/867

**Full Changelog**: https://github.com/vespa-engine/pyvespa/compare/v0.45.0...v0.46.0

What's Changed
* Update pyvespa version to 0.44.0 by github-actions in https://github.com/vespa-engine/pyvespa/pull/826
* add source-url and make it waiting optional by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/827


**Full Changelog**: https://github.com/vespa-engine/pyvespa/compare/v0.44.0...v0.45.0

What's Changed
* Thomasht86/bump twine and requests by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/823
* Thomasht86/fix release pipeline by thomasht86 in https://github.com/vespa-engine/pyvespa/pull/825


**Full Changelog**: https://github.com/vespa-engine/pyvespa/compare/v0.43.0...v0.44.0