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Jon Saad-FalconandClaude Opus 4.6 f75afefcfb Add MkDocs Material documentation site with 40 pages and auto-generated API reference

Sets up a complete documentation website with 7 navigable sections (Home, Getting
Started, User Guide, Architecture, API Reference, Deployment, Development), light/dark
mode, search, code copy, and Mermaid diagram support. API reference pages use
mkdocstrings to auto-generate docs from source docstrings. GitHub Actions workflow
deploys to GitHub Pages on push to main.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

2026-02-21 06:09:36 +00:00

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Learning Module

The learning module implements router policies that determine which model handles a given query. Policies range from static heuristic rules to trace-driven learning that improves routing decisions based on historical interaction outcomes. The module also provides reward functions for scoring inference results.

Abstract Base Classes

RouterPolicy

::: openjarvis.learning._stubs.RouterPolicy options: show_source: true members_order: source

RoutingContext

::: openjarvis.learning._stubs.RoutingContext options: show_source: true members_order: source

RewardFunction

::: openjarvis.learning._stubs.RewardFunction options: show_source: true members_order: source

Policy Implementations

TraceDrivenPolicy

::: openjarvis.learning.trace_policy.TraceDrivenPolicy options: show_source: true members_order: source

classify_query

::: openjarvis.learning.trace_policy.classify_query options: show_source: true

GRPORouterPolicy

::: openjarvis.learning.grpo_policy.GRPORouterPolicy options: show_source: true members_order: source

Reward Functions

HeuristicRewardFunction

::: openjarvis.learning.heuristic_reward.HeuristicRewardFunction options: show_source: true members_order: source

1.3 KiB Raw Blame History