docs: update scheduler cost tracking and LLM provider aliases (fixes #807)#812
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…807) - Replace fake $0.0001 cost constant in Mermaid diagrams with real ModelPricing flow in async-agent-scheduler.mdx and async-scheduler.mdx - Add Note callouts explaining PR #2171 real cost tracking behavior - Update Budget Control accordions to reflect accurate per-token spend - Replace sample log lines in scheduler.mdx with real Run cost format - Add Safety Features Note in scheduler.mdx about --max-cost accuracy - Add Scheduler Integration H2 section to cost-tracking.mdx - Append alias verification note to custom-provider.mdx Note block Co-authored-by: Mervin Praison <MervinPraison@users.noreply.github.com>
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This pull request updates the documentation across several files to reflect real cost tracking and pricing features introduced in PR #2171, including how AgentScheduler and AsyncAgentScheduler calculate per-token spend and how to register custom models. It also documents provider alias registration fixes. The feedback suggests a minor phrasing improvement in docs/cli/cost-tracking.mdx to make the explanation of cost tracking clearer.
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| ## Scheduler Integration | ||
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| `AgentScheduler` and `AsyncAgentScheduler` price every run through `ModelPricing` (since [PR #2171](https://github.com/MervinPraison/PraisonAI/pull/2171)). Any model you register here becomes spendable from the scheduler's `max_cost` brake: |
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The phrase "becomes spendable from" is slightly awkward. Using "is tracked against" is more idiomatic and clearer for readers.
`AgentScheduler` and `AsyncAgentScheduler` price every run through `ModelPricing` (since [PR #2171](https://github.com/MervinPraison/PraisonAI/pull/2171)). Any model you register here is tracked against the scheduler's `max_cost` brake:
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Summary
total_cost += ~$0.0001Mermaid nodes inasync-agent-scheduler.mdxandasync-scheduler.mdxwith the realModelPricingcost flow introduced in PR #2171<Note>callouts explaining the before/after behavior for cost tracking in both scheduler feature docsscheduler.mdx(Estimated cost this run: $0.0001) with the realRun cost: $X (model=..., in=..., out=...)format<Note>inscheduler.mdxabout--max-costaccuracy## Scheduler IntegrationH2 section tocost-tracking.mdxshowing howModelPricing/DEFAULT_PRICINGconnects to the schedulermax_costbrakecustom-provider.mdxconfirmingoai/claude/gemini/google_genainow resolve correctlyFixes #807
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