dspy

What's Changed

RLMs

• fix(interpreter): Fix enable_read_paths with multiple files by @missing-piece in https://github.com/stanfordnlp/dspy/pull/9256
• fix: handle dict response in RLM for reasoning models by @darinkishore in https://github.com/stanfordnlp/dspy/pull/9219
• feat(CodeInterpreter): Convert messaging format to JSONRPC by @isaacbmiller in https://github.com/stanfordnlp/dspy/pul...

What's Changed

Maintenance

• ci: install Deno in release workflow by @okhat in https://github.com/stanfordnlp/dspy/pull/9217
• Fix download bug in RAG tutorial by @togimoto in https://github.com/stanfordnlp/dspy/pull/9156
• Update DSpy settings save / load methods by @WeichenXu123 in https://github.com/stanfordnlp/dspy/pull/9215
• Expose timeout and straggler_limit params in Parallel by...

What's Changed

RLMs

• feat(rlm): Add RLM Module and improve PythonInterpreter by @isaacbmiller in https://github.com/stanfordnlp/dspy/pull/9193
• Use language in system instructions for dspy.Code fields by @mariusarvinte in https://github.com/stanfordnlp/dspy/pull/9106
• Update dspy.RLM to improve reliability and avoid pydantic warnings by @okhat in https://github.com/stanfordnlp/dspy...

What's Changed

This is a 3.1.0 official release. We are making the beta release 3.1.0beta1 official.

Optimizers & Evaluation

• Add tutorial for dspy-trusted-monitor using GEPA by @ZachParent in https://github.com/stanfordnlp/dspy/pull/8938
• Update gepa[dspy] dependency version to 0.0.18 by @LakshyAAAgrawal in https://github.com/stanfordnlp/dspy/pull/8969
• fix(MIPROv2): zero sho...

What's Changed

This is a pre-release for 3.1.0.

Optimizers & Evaluation

• Add tutorial for dspy-trusted-monitor using GEPA by @ZachParent in https://github.com/stanfordnlp/dspy/pull/8938
• Update gepa[dspy] dependency version to 0.0.18 by @LakshyAAAgrawal in https://github.com/stanfordnlp/dspy/pull/8969
• fix(MIPROv2): zero shot not taking .compile parameters into account before...

3.0.4b2 has been running for a while without seeing issue, so we are making it an official 3.0.4 release.

The release note is the combination of 3.0.4b1 and 3.0.4b2.

What's Changed

Optimizers

• Fix GEPA usage tracking with tuple outputs by @smec-cgint in #8739
• Add custom instruction_proposer support to GEPA with multimodal (dspy.Image) handling by @andressrg in #8737
• Enh...

What's Changed

Features & Enhancements

• Tooling / APIs

  • Add ToolCall.execute for smoother tool execution (#8825, @TomeHirata)

• Networking / Headers

  • Add DSPy User-Agent header (#8887, @TomeHirata)
  • Update headers when specified (#8893, @TomeHirata)

• Arbor / RL

  • Arbor GRPO Sync Update (#8939, @Ziems)

Bug Fixes & Reliability

• **Streami...

What's Changed

GEPA + Other Optimizers

• Fix GEPA usage tracking with tuple outputs by @smec-cgint in #8739
• Add custom instruction_proposer support to GEPA with multimodal (dspy.Image) handling by @andressrg in #8737
• Enhance logging for valset usage in GEPA by @LakshyAAAgrawal in #8770
• [Feature] GEPA: Add custom component selection logic support by @andressrg in #8765
• Add...

What's Changed

New Functionality

• Introduce rollout_id for bypassing LM cache in a namespaced way by @okhat in https://github.com/stanfordnlp/dspy/pull/8745
• Raise temperature when doing multiple rollouts (and warn otherwise) by @okhat in https://github.com/stanfordnlp/dspy/pull/8748

Optimizers

• Bump gepa version - Fix dependencies, Add progress bar, Ensure failing metrics do no...

What's Changed

Optimizers

• Validate GEPA metric signature by @okhat in https://github.com/stanfordnlp/dspy/pull/8697
• MIPROv2: Warn on deprecated requires_permission_to_run by @TomeHirata in https://github.com/stanfordnlp/dspy/pull/8635
• Fix mlflow<>gepa by @LakshyAAAgrawal @chenmoneygithub in https://github.com/stanfordnlp/dspy/pull/8691, https://github.com/stanfordnlp/dspy/pull/8696...