unsloth/studio/backend
Daniel Han f399e3b9d1
Studio: per-model Anthropic server-side tool versions (#5679)
* Studio: per-model Anthropic server-side tool versions

Anthropic ships date-pinned tool versions per model family. Studio
currently hard-codes `web_search_20250305`, `web_fetch_20250910`, and
`code_execution_20250825` for every model, which means Opus 4.6/4.7,
Sonnet 4.6 and the Opus/Sonnet 4.5 family never get the newer
`_20260209` / `_20260120` variants. Those newer variants add dynamic
filtering (Claude writes code to rank/filter web results before they
enter context) and REPL state persistence + programmatic tool calling
inside the sandbox, which is what the user-facing pills are supposed
to expose.

Hardcoding the legacy versions also breaks if a future model family
drops the legacy types: the request 400s instead of falling back.

Changes:

- Add `_anthropic_web_search_version`, `_anthropic_web_fetch_version`,
  `_anthropic_code_execution_version` helpers that pick the newest
  variant the model accepts and fall back to the GA versions for
  everything else.
- Add `_ANTHROPIC_CODE_EXECUTION_BETA` constant since the beta header
  (`code-execution-2025-08-25`) is shared across both code-execution
  date variants per the upstream docs.
- Wire the helpers into `_stream_anthropic` so the outbound body
  carries the right pinned version per request.
- Add parametrized dispatch tests in
  `test_anthropic_tool_versions.py` covering Opus 4.7/4.6/4.5,
  Sonnet 4.6/4.5, Haiku 4.5, Opus 4.1/4.0, Sonnet 4.0, 3.5 Sonnet,
  plus streaming integration tests that verify the outbound body
  uses the right versions on Opus 4.7 (new web_search + new
  code_execution), Haiku 4.5 (legacy both), and Sonnet 4.5 (legacy
  web_search + new code_execution).
- Update existing `test_anthropic_code_execution.py` cases that
  pinned the old version on Opus 4.7 to expect the new ones.

Verified end-to-end against the live Anthropic API: Opus 4.7 with
both pills enabled accepts the newer-pinned tools without a 400, and
Haiku 4.5 still works on the legacy fallback path.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2026-05-22 06:03:27 -07:00
..
assets Add Qwen3.6 inference defaults for Studio (#5065) 2026-04-16 11:42:42 -07:00
auth studio: security and hardening pass (auth rate-limit, sandbox, path containment, schema validation, headers) (#5375) 2026-05-13 06:12:18 -07:00
core Studio: per-model Anthropic server-side tool versions (#5679) 2026-05-22 06:03:27 -07:00
loggers Studio: stop truncating long log lines as suspected base64 (#5335) 2026-05-08 13:07:18 +04:00
models Studio: Claude Code Anthropic API tool compatibility (#5390) 2026-05-21 16:45:05 +04:00
plugins fix(gh_client): fail fast on 401/403 auth errors instead of retrying forever (#5325) (#5329) 2026-05-08 21:57:41 +04:00
requirements studio: API external provider support for chat (OpenAI, Mistral, Gemini, Cohere, Anthropic, OpenRouter, DeepSeek, custom providers) (#4706) 2026-05-14 16:13:59 +04:00
routes studio: unblock /load event loop on detect_audio_type (#5642, #5635) (#5669) 2026-05-22 05:47:58 -07:00
state unsloth run: add --enable-tools/--disable-tools server-side tool policy (#5277) 2026-05-05 12:45:15 +04:00
storage studio: API external provider support for chat (OpenAI, Mistral, Gemini, Cohere, Anthropic, OpenRouter, DeepSeek, custom providers) (#4706) 2026-05-14 16:13:59 +04:00
tests Studio: per-model Anthropic server-side tool versions (#5679) 2026-05-22 06:03:27 -07:00
utils Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_platform_compat.py Fix Studio crash on Anaconda/conda-forge Python (#4484) 2026-03-22 05:36:55 -07:00
colab.py Fix/studio colab button message: Add fallback message for Colab Studio button when proxy URL fails (#4866) 2026-04-05 21:57:45 -07:00
main.py Studio: warn when llama.cpp prebuilt is at least 3 days behind (#5529) 2026-05-18 00:21:50 -07:00
run.py Studio: stop hint, Uvicorn log rename, reachability check + Mac UI CI retry hardening (#5503) 2026-05-17 07:44:06 -07:00
startup_banner.py Studio: stop hint, Uvicorn log rename, reachability check + Mac UI CI retry hardening (#5503) 2026-05-17 07:44:06 -07:00