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feat(rlm): multimodal media, budget controls, multi-model routing, LocalInterpreter, depth>1, GEPA resilience - #9295

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rawwerks:feat/rlm-media-types-protocol

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feat(rlm): multimodal media, budget controls, multi-model routing, LocalInterpreter, depth>1, GEPA resilience#9295
rawwerks wants to merge 15 commits into
stanfordnlp:mainfrom
rawwerks:feat/rlm-media-types-protocol

Commits on Feb 11, 2026
- feat(rlm): add multimodal media support (Audio/Image) to RLM
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  da745fd
- test(rlm): add unit tests for multimodal media support + fix lint
  
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- feat(rlm): add multi-model sub-call routing via sub_lms parameter
  
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  b189e29
- feat(rlm): add LocalInterpreter for unsandboxed host-process execution
  
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  a1de35b
- feat(rlm): add budget awareness — budget() tool and max_time parameter
  
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- feat(rlm): add max_cost parameter with real cost tracking via litellm
  
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- feat(rlm): improve cost tracking — BYOK upstream cost, budget warnings
  
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- fix: lint cleanup (ruff) + GEPA bootstrap_trace resilience for RLM failures
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- test: add integration + edge case tests for all new RLM features
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- feat(rlm): add depth>1 recursive subcalls via LocalInterpreter
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- test(rlm): add PythonInterpreter (Deno) parent + depth=2 integration test
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- fix(rlm): add depth/max_depth validation + aforward depth>1 test
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- fix(rlm): match parent interpreter type in child RLM
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- refactor(rlm): adopt generic dspy.Type sandbox protocol for media support
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- refactor: sync with PR #9283 latest — head+tail truncation, protocol docs, max_output_chars
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  c7e248a

Commits

Commits on Feb 11, 2026