v0.8.0

## What's Changed
* chore: bump fallback_version to 0.7.1.dev0 by @cdoern in https://github.com/ogx-ai/ogx/pull/5414
* ci: remove starter-gpu and dell from Docker image build matrix by @cdoern in https://github.com/ogx-ai/ogx/pull/5413
* docs: add release notes for version 0.7.0 by @Artemon-line in https://github.com/ogx-ai/ogx/pull/5408
* docs: fix documentation inconsistencies, stale references, and broken links by @leseb in https://github.com/ogx-ai/ogx/pull/5411
* fix(security): Pin tornado>=6.5.5 (GHSA-qjxf-f2mg-c6mc) by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5425
* docs: comprehensive documentation overhaul and starter extra by @leseb in https://github.com/ogx-ai/ogx/pull/5423
* fix(vector_io): wire file_processors provider into vector store file insertion by @alinaryan in https://github.com/ogx-ai/ogx/pull/5339
* fix(vector_io): honor default_search_mode config and fix sqlite-vec BM25 score inversion by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5445
* docs: blog post for mlflow observability by @gyliu513 in https://github.com/ogx-ai/ogx/pull/5444
* feat(messages): add native Anthropic Messages API (/v1/messages) by @cdoern in https://github.com/ogx-ai/ogx/pull/5386
* docs: enhance landing page and docs theme by @leseb in https://github.com/ogx-ai/ogx/pull/5461
* ci: auto-bump client versions if they already exist on PyPI/npm by @cdoern in https://github.com/ogx-ai/ogx/pull/5463
* refactor!: remove deprecated Eval API and related APIs by @leseb in https://github.com/ogx-ai/ogx/pull/5290
* chore(github-deps): bump actions/github-script from 7.1.0 to 8.0.0 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5433
* chore(github-deps): bump github/codeql-action from 4.32.6 to 4.35.1 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5434
* chore(github-deps): bump actions/upload-artifact from 6.0.0 to 7.0.0 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5439
* chore(github-deps): bump actions/download-artifact from 8.0.0 to 8.0.1 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5440
* docs: split landing page endpoints into OpenAI, Anthropic, and native sections by @leseb in https://github.com/ogx-ai/ogx/pull/5465
* chore(github-deps): bump llamastack/llama-stack from 2b0ece2628d4edc18912ffb7fbbb014da08a37ad to 725a0c3fc90d4551a56f7b6cc8180075fbc0e39b by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5437
* fix: remove orphan OpenAPI tags for deleted eval/scoring/dataset APIs by @leseb in https://github.com/ogx-ai/ogx/pull/5467
* fix: remove empty sidebar categories breaking docs build by @leseb in https://github.com/ogx-ai/ogx/pull/5470
* test: add langchain/langgraph responses integration tests by @msager27 in https://github.com/ogx-ai/ogx/pull/4887
* fix: initialize tool call arguments to "" instead of "{}" in streaming by @NickGagan in https://github.com/ogx-ai/ogx/pull/5462
* docs: update architecture diagram to reflect full API surface by @leseb in https://github.com/ogx-ai/ogx/pull/5468
* docs: add Anthropic SDK example with two-level SDK toggle on landing page by @leseb in https://github.com/ogx-ai/ogx/pull/5473
* fix(ci): map workflow package names to actual PyPI/npm package names by @cdoern in https://github.com/ogx-ai/ogx/pull/5482
* feat(ui): add missing dashboard pages and migrate chat to Responses API by @leseb in https://github.com/ogx-ai/ogx/pull/5481
* docs: comprehensive docs UX improvements by @leseb in https://github.com/ogx-ai/ogx/pull/5475
* fix: filter schemas by references in deprecated spec by @leseb in https://github.com/ogx-ai/ogx/pull/5485
* fix: improve Vector Stores OpenAI API conformance by @leseb in https://github.com/ogx-ai/ogx/pull/5398
* feat: add conversation compaction support to Responses API by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5327
* chore: bump fallback_version to 0.7.2.dev0 by @cdoern in https://github.com/ogx-ai/ogx/pull/5486
* fix(conformance): improve OpenAI API conformance score from 89.1% to 91.2% by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5490
* fix!: remove nullable annotations from Responses fields to match OpenAI spec by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5494
* fix: improve OpenAI API conformance by keeping type object on schemas by @leseb in https://github.com/ogx-ai/ogx/pull/5498
* fix: address unresolved review comments from PyPDF File Processor PR#4743 by @RobuRishabh in https://github.com/ogx-ai/ogx/pull/5173
* fix: improve OpenAI API conformance for Models and Files by @leseb in https://github.com/ogx-ai/ogx/pull/5499
* docs: redesign landing page and align docs with project moat by @leseb in https://github.com/ogx-ai/ogx/pull/5500
* chore: remove broken GitHub Discussions link by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5502
* docs: add issue reporting section to docs landing page by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5503
* docs: add Docker Hub link to documentation footer Resources section by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5505
* docs: improve landing page mobile UX and add animations by @leseb in https://github.com/ogx-ai/ogx/pull/5506
* fix(docs): align dropdown menu background with teal color scheme by @leseb in https://github.com/ogx-ai/ogx/pull/5508
* build(vertexai): add google-genai>=1.69.0 version floor by @major in https://github.com/ogx-ai/ogx/pull/5455
* docs: Updated starter configuration by @rigazilla in https://github.com/ogx-ai/ogx/pull/5495
* feat(vertexai): wire up service_tier parameter to Gemini API by @major in https://github.com/ogx-ai/ogx/pull/5453
* fix(responses): store compacted responses for previous_response_id chaining by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5507
* feat: enable native messages for vllm by @cdoern in https://github.com/ogx-ai/ogx/pull/5510
* feat: add Google Interactions API front-end (v1alpha) by @leseb in https://github.com/ogx-ai/ogx/pull/5488
* fix(docs): fix architecture SVG tagline overlap and update API branding by @leseb in https://github.com/ogx-ai/ogx/pull/5516
* feat(messages): add native count_tokens support for passthrough providers by @cdoern in https://github.com/ogx-ai/ogx/pull/5511
* feat: add Google Interactions API front-end with Gemini passthrough by @leseb in https://github.com/ogx-ai/ogx/pull/5513
* feat(evals): add multitenant security and retrieval quality benchmarks   by @varshaprasad96 in https://github.com/ogx-ai/ogx/pull/5515
* feat(docs): add Google Interactions API coverage analyzer by @leseb in https://github.com/ogx-ai/ogx/pull/5519
* test(interactions): add integration tests using Google GenAI SDK by @leseb in https://github.com/ogx-ai/ogx/pull/5517
* feat(docs): add Anthropic Messages API conformance tracking by @leseb in https://github.com/ogx-ai/ogx/pull/5520
* docs(messages): clarify provider description with passthrough and translation modes by @leseb in https://github.com/ogx-ai/ogx/pull/5518
* feat: add mlflow support for llamastack by @gyliu513 in https://github.com/ogx-ai/ogx/pull/5409
* ci: auto-trigger docs site deploy when docs change on main by @leseb in https://github.com/ogx-ai/ogx/pull/5526
* chore(mypy): add type hints to remaining CLI module files by @Elbehery in https://github.com/ogx-ai/ogx/pull/5399
* chore(github-deps): bump llamastack/llama-stack from 725a0c3fc90d4551a56f7b6cc8180075fbc0e39b to e92196d200bca6fc220af5996142c42528df0c56 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5530
* chore(github-deps): bump actions/upload-artifact from 7.0.0 to 7.0.1 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5532
* chore(github-deps): bump docker/login-action from 4.0.0 to 4.1.0 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5533
* chore(github-deps): bump docker/build-push-action from 7.0.0 to 7.1.0 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5534
* docs: remove leftover TODO comments from getting started notebooks by @aymenhmaidiwastaken in https://github.com/ogx-ai/ogx/pull/5514
* build: bump pypdf to ≥6.10.0 in vector_io provider deps by @Ygnas in https://github.com/ogx-ai/ogx/pull/5523
* chore(deps): bump next from 15.5.7 to 15.5.15 in /src/llama_stack_ui by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5528
* chore(github-deps): bump pypa/gh-action-pypi-publish from 1.13.0 to 1.14.0 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5529
* docs: clean up footer links and rename OpenAI label by @leseb in https://github.com/ogx-ai/ogx/pull/5524
* docs: add interactive Responses API flow simulator by @leseb in https://github.com/ogx-ai/ogx/pull/5540
* fix(ci): add --group test to unused recordings check by @leseb in https://github.com/ogx-ai/ogx/pull/5541
* docs(telemetry): expand observability docs with metrics reference and setup guide by @leseb in https://github.com/ogx-ai/ogx/pull/5525
* fix(docs): add missing sidebar icons and fix 404s for API tags by @leseb in https://github.com/ogx-ai/ogx/pull/5539
* fix(docs): remove dead API links and add missing OpenAPI tags by @leseb in https://github.com/ogx-ai/ogx/pull/5543
* fix(docs): updated "Get started" commands in README by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5547
* docs: expand integration test instructions in AGENTS.md by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5509
* fix(logging): log registry refresh cancel as warning by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5548
* fix(ci): pin semgrep for UBI9 glibc 2.34 compatibility by @leseb in https://github.com/ogx-ai/ogx/pull/5552
* fix(docs): consolidate sidebar and polish navbar icons by @leseb in https://github.com/ogx-ai/ogx/pull/5553
* feat(config): allow model registry refresh interval to be configurable by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5558
* feat(messages): implement prompt caching metrics tracking by @cdoern in https://github.com/ogx-ai/ogx/pull/5469
* docs: add Codex CLI integration documentation (alpha) by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5545
* fix(docs): fix Ollama commands in Quick Start Guide by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5560
* feat(auth): add upstream header auth provider for gateway deployments by @leseb in https://github.com/ogx-ai/ogx/pull/5563
* fix(docs): incorrect model names in "Getting Started" docs by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5562
* docs: add RAG benchmark results comparing Llama Stack vs OpenAI by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5559
* feat(file_processors): add remote docling-serve provider by @alinaryan in https://github.com/ogx-ai/ogx/pull/5412
* feat: remove conventional pre-commit hook by @mattf in https://github.com/ogx-ai/ogx/pull/5561
* fix(security): enforce access control on AuthorizedSqlStore update and delete by @leseb in https://github.com/ogx-ai/ogx/pull/5554
* fix(security): use Jinja2 SandboxedEnvironment to prevent SSTI in RAG query generator by @raghotham in https://github.com/ogx-ai/ogx/pull/5549
* docs(vertexai): replace incorrect model identifiers with auto-discovery note by @major in https://github.com/ogx-ai/ogx/pull/5406
* chore(mypy): enable strict type checking for core distribution/stack files by @Elbehery in https://github.com/ogx-ai/ogx/pull/5484
* feat(interactions): add Gemini native passthrough with OAuth and integration tests by @leseb in https://github.com/ogx-ai/ogx/pull/5555
* feat(containers): embed distribution configs as OCI labels by @eoinfennessy in https://github.com/ogx-ai/ogx/pull/5460
* docs: add Docker Hub container image references for distributions by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5564
* chore!: remove deprecated providers by @mattf in https://github.com/ogx-ai/ogx/pull/5575
* feat(bedrock): add AWS SigV4 and STS web identity authentication by @skamenan7 in https://github.com/ogx-ai/ogx/pull/5388
* feat(models): add "all" and "auto" model aliasing for Claude Code compatibility by @cdoern in https://github.com/ogx-ai/ogx/pull/5471
* fix(vector_io): persist file errors and fix batch resume logic by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5565
* chore(github-deps): bump github/codeql-action from 4.35.1 to 4.35.2 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5598
* chore(github-deps): bump astral-sh/setup-uv from 8.0.0 to 8.1.0 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5595
* chore(github-deps): bump actions/github-script from 8.0.0 to 9.0.0 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5593
* chore(github-deps): bump actions/cache from 5.0.4 to 5.0.5 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5596
* feat(letsgo): add llama stack letsgo command by @mattf in https://github.com/ogx-ai/ogx/pull/5582
* docs: add detailed comparison report to RAG benchmarks page by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5568
* chore(github-deps): bump llamastack/llama-stack from e92196d200bca6fc220af5996142c42528df0c56 to 2e08be040be2cd15b528d23e39b58b286e02d379 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5592
* chore(ci): update vLLM image to quay.io/opendatahub/vllm-cpu by @derekhiggins in https://github.com/ogx-ai/ogx/pull/5600
* fix(docs): correct typos by @antonkesy in https://github.com/ogx-ai/ogx/pull/5599
* fix(vector_io): Require explicit embedding_dimension instead of defaulting to 768 by @elinacse in https://github.com/ogx-ai/ogx/pull/5590
* fix(vertexai): Prevent event loop mismatch with network config by lazy-initializing httpx client by @elinacse in https://github.com/ogx-ai/ogx/pull/5591
* feat: add spec-compliant streaming error event for Responses API by @gyliu513 in https://github.com/ogx-ai/ogx/pull/5224
* docs: remove Dell distribution references by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5578
* feat(responses): add reasoning summary generation for providers that expose reasoning content by @Nehanth in https://github.com/ogx-ai/ogx/pull/5451
* test(messages): add messages-openai suite covering Anthropic↔OpenAI translation by @cdoern in https://github.com/ogx-ai/ogx/pull/5587
* chore!: rename project from llama-stack to ogx by @leseb in https://github.com/ogx-ai/ogx/pull/5613
* feat(vertexai): add integration test recordings for vertexai provider by @Artemon-line in https://github.com/ogx-ai/ogx/pull/5219
* fix(docs): regenerate openai coverage for oasdiff v1.15.0 by @leseb in https://github.com/ogx-ai/ogx/pull/5633
* chore(github-deps): bump actions/setup-node from 6.3.0 to 6.4.0 by @dependabot[bot] in https://github.com/ogx-ai/ogx/pull/5616
* docs: update security reporting to use GitHub Security Advisories by @leseb in https://github.com/ogx-ai/ogx/pull/5632
* docs(building_applications): add Claude Code integration guide by @cdoern in https://github.com/ogx-ai/ogx/pull/5571
* feat(docs): redesign blog with editorial reading experience by @leseb in https://github.com/ogx-ai/ogx/pull/5642
* docs: add blog post about Llama Stack to OGX rename and update community links by @leseb in https://github.com/ogx-ai/ogx/pull/5640
* fix(ci): revert Stainless org/project names to pre-rename values by @leseb in https://github.com/ogx-ai/ogx/pull/5634
* feat(docs): add brand page with OGX logo and replace legacy Llama Stack assets by @leseb in https://github.com/ogx-ai/ogx/pull/5645
* ci: add workflow_dispatch path to force-upload OpenAPI spec from main by @cdoern in https://github.com/ogx-ai/ogx/pull/5647
* fix(benchmarking): fix checkpoint/resume and add vLLM support by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5643
* fix(docs): update README badges and links to use correct ogx-ai org by @leseb in https://github.com/ogx-ai/ogx/pull/5648
* fix: update mlflow port to 5001 by @gyliu513 in https://github.com/ogx-ai/ogx/pull/5644
* fix(docs): increase OGX wordmark size in brand lockup SVGs by @leseb in https://github.com/ogx-ai/ogx/pull/5649
* fix(evals): update multitenant eval tests for OGX rename by @varshaprasad96 in https://github.com/ogx-ai/ogx/pull/5637
* feat(docs): add dynamic versions page and automated versioned docs deployment by @leseb in https://github.com/ogx-ai/ogx/pull/5652
* docs: fix landing page hero command post-rename by @Copilot in https://github.com/ogx-ai/ogx/pull/5651
* fix(docs): remove static versions.html causing infinite redirect by @leseb in https://github.com/ogx-ai/ogx/pull/5654
* fix(docs): clarify versions page labels for main-branch docs by @leseb in https://github.com/ogx-ai/ogx/pull/5656
* fix(docs): remove leseb from rename blog post authors by @leseb in https://github.com/ogx-ai/ogx/pull/5658
* fix(docs): use HTML truncate marker in blog posts by @leseb in https://github.com/ogx-ai/ogx/pull/5660
* fix(storage): validate attribute keys in JSON path construction by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5661
* docs: Update the OpenAI Responses API known limitations document to reflect that the parameter is now fully implemented and supported. by @hmoghani in https://github.com/ogx-ai/ogx/pull/5385
* feat(interactions): add Gemini tool-calling and passthrough support by @leseb in https://github.com/ogx-ai/ogx/pull/5572
* fix(docs): use HTML truncate marker in rename blog post by @leseb in https://github.com/ogx-ai/ogx/pull/5662
* fix(docs): replace `ogx run` with `ogx stack run` across codebase by @leseb in https://github.com/ogx-ai/ogx/pull/5665
* docs(interactions): document ADK limitation and update tool calling status by @leseb in https://github.com/ogx-ai/ogx/pull/5667
* feat(docs): add rename announcement banner to landing page and README by @leseb in https://github.com/ogx-ai/ogx/pull/5668
* fix(file_processors): reject unsupported file types in pypdf processor by @leseb in https://github.com/ogx-ai/ogx/pull/5670
* fix: update remaining `.llama` path references to `.ogx` by @eoinfennessy in https://github.com/ogx-ai/ogx/pull/5653
* docs: add new blog post about using OGX with OpenCode by @nathan-weinberg in https://github.com/ogx-ai/ogx/pull/5657
* fix: llama-stack-client to ogx-client in publishing workflow by @cdoern in https://github.com/ogx-ai/ogx/pull/5676
* feat(benchmarks): add retrieval-only eval and Gemma 31B MultiHOP results by @franciscojavierarceo in https://github.com/ogx-ai/ogx/pull/5672
* chore: update client package references from llama-stack-client to ogx-client by @cdoern in https://github.com/ogx-ai/ogx/pull/5635

## New Contributors
* @RobuRishabh made their first contribution in https://github.com/ogx-ai/ogx/pull/5173
* @aymenhmaidiwastaken made their first contribution in https://github.com/ogx-ai/ogx/pull/5514
* @antonkesy made their first contribution in https://github.com/ogx-ai/ogx/pull/5599
* @Copilot made their first contribution in https://github.com/ogx-ai/ogx/pull/5651
* @hmoghani made their first contribution in https://github.com/ogx-ai/ogx/pull/5385

**Full Changelog**: https://github.com/ogx-ai/ogx/compare/v0.7.1...v0.8.0