diff --git a/eval_protocol/pytest/default_pydantic_ai_rollout_processor.py b/eval_protocol/pytest/default_pydantic_ai_rollout_processor.py index 7b295f1a..31092443 100644 --- a/eval_protocol/pytest/default_pydantic_ai_rollout_processor.py +++ b/eval_protocol/pytest/default_pydantic_ai_rollout_processor.py @@ -1,6 +1,6 @@ -import os import asyncio import logging +import types from typing import List from openai.types.chat.chat_completion_assistant_message_param import ChatCompletionAssistantMessageParam @@ -23,7 +23,6 @@ UserPromptPart, ) from pydantic_ai.providers.openai import OpenAIProvider -from pydantic_ai.providers.fireworks import FireworksProvider logger = logging.getLogger(__name__) @@ -45,20 +44,40 @@ def __call__(self, rows: List[EvaluationRow], config: RolloutProcessorConfig) -> # validate that the "agent" field is present with a valid Pydantic AI Agent instance in the completion_params dict if "agent" not in config.kwargs: raise ValueError("kwargs must contain an 'agent' field with a valid Pydantic AI Agent instance") - if not isinstance(config.kwargs["agent"], Agent): - raise ValueError("kwargs['agent'] must be a valid Pydantic AI Agent instance") - - agent: Agent = config.kwargs["agent"] + if not isinstance(config.kwargs["agent"], Agent) and not isinstance( + config.kwargs["agent"], types.FunctionType + ): + raise ValueError( + "kwargs['agent'] must be a valid Pydantic AI Agent instance or a function that returns an Agent" + ) - model = OpenAIModel( - config.completion_params["model"], - provider=config.completion_params["provider"], - ) + if isinstance(config.kwargs["agent"], types.FunctionType): + setup_agent = config.kwargs["agent"] + if not isinstance(config.completion_params["model"], dict): + raise ValueError( + "completion_params['model'] must be a dict mapping agent argument names to model config dicts (with 'model' and 'provider' keys)" + ) + kwargs = {} + for model_name, model_config in config.completion_params["model"].items(): + kwargs[model_name] = OpenAIModel( + model_config["model"], + provider=model_config["provider"], + ) + agent = setup_agent(**kwargs) + model = None + else: + agent = config.kwargs["agent"] + model = OpenAIModel( + config.completion_params["model"], + provider=config.completion_params["provider"], + ) async def process_row(row: EvaluationRow) -> EvaluationRow: """Process a single row with agent rollout.""" model_messages = [self.convert_ep_message_to_pyd_message(m, row) for m in row.messages] - response = await agent.run(message_history=model_messages, model=model) + response = await agent.run( + message_history=model_messages, model=model, usage_limits=config.kwargs.get("usage_limits") + ) row.messages = await self.convert_pyd_message_to_ep_message(response.all_messages()) return row diff --git a/tests/pytest/test_pydantic_multi_agent.py b/tests/pytest/test_pydantic_multi_agent.py new file mode 100644 index 00000000..56338a63 --- /dev/null +++ b/tests/pytest/test_pydantic_multi_agent.py @@ -0,0 +1,74 @@ +""" +Copied and modified for eval-protocol from https://ai.pydantic.dev/multi-agent-applications/#agent-delegation + +To test your Pydantic AI multi-agent application, you can pass a function that +sets up the agents and their tools. The function should accept parameters that +map a model to each agent. In completion_params, you can provide mappings of +model to agent based on key. +""" + +import pytest + +from eval_protocol.models import EvaluationRow, Message +from eval_protocol.pytest import evaluation_test +from pydantic_ai import Agent + +from eval_protocol.pytest.default_pydantic_ai_rollout_processor import PydanticAgentRolloutProcessor +from pydantic_ai import RunContext +from pydantic_ai.models import Model +from pydantic_ai.usage import UsageLimits + + +def setup_agent(joke_generation_model: Model, joke_selection_model: Model) -> Agent: + """ + This is an extra step that most applications will probably need to do to + parameterize the model that their agents use. But we believe that this is a + necessary step for multi-agent applications if developers want to solve the + model selection problem. + """ + joke_selection_agent = Agent( + model=joke_selection_model, + system_prompt=( + "Use the `joke_factory` to generate some jokes, then choose the best. You must return just a single joke." + ), + ) + joke_generation_agent = Agent(joke_generation_model, output_type=list[str]) + + @joke_selection_agent.tool + async def joke_factory(ctx: RunContext[None], count: int) -> list[str]: + r = await joke_generation_agent.run( + f"Please generate {count} jokes.", + usage=ctx.usage, + ) + return r.output + + return joke_selection_agent + + +@pytest.mark.asyncio +@evaluation_test( + input_messages=[Message(role="user", content="Tell me a joke.")], + completion_params=[ + { + "model": { + "joke_generation_model": { + "model": "accounts/fireworks/models/kimi-k2-instruct", + "provider": "fireworks", + }, + "joke_selection_model": {"model": "accounts/fireworks/models/deepseek-v3p1", "provider": "fireworks"}, + } + }, + ], + rollout_processor=PydanticAgentRolloutProcessor(), + rollout_processor_kwargs={ + "agent": setup_agent, + # PydanticAgentRolloutProcessor will pass usage_limits into the "run" call + "usage_limits": UsageLimits(request_limit=5, total_tokens_limit=1000), + }, + mode="pointwise", +) +async def test_pydantic_multi_agent(row: EvaluationRow) -> EvaluationRow: + """ + Super simple hello world test for Pydantic AI. + """ + return row diff --git a/vite-app/dist/assets/index-Bw6MHHaR.js b/vite-app/dist/assets/index-Bw6MHHaR.js new file mode 100644 index 00000000..826011f1 --- /dev/null +++ b/vite-app/dist/assets/index-Bw6MHHaR.js @@ -0,0 +1,136 @@ +(function(){const t=document.createElement("link").relList;if(t&&t.supports&&t.supports("modulepreload"))return;for(const i of document.querySelectorAll('link[rel="modulepreload"]'))n(i);new MutationObserver(i=>{for(const s of i)if(s.type==="childList")for(const o of s.addedNodes)o.tagName==="LINK"&&o.rel==="modulepreload"&&n(o)}).observe(document,{childList:!0,subtree:!0});function A(i){const s={};return 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r===null&&Pt&&((g=f=xe)&&(f=iH(f,a.type,a.pendingProps,Zn),f!==null?(a.stateNode=f,_A=a,xe=Hn(f.firstChild),Zn=!1,g=!0):g=!1),g||ds(a)),An(a),g=a.type,B=a.pendingProps,y=r!==null?r.memoizedProps:null,f=B.children,hp(g,B)?f=null:y!==null&&hp(g,y)&&(a.flags|=32),a.memoizedState!==null&&(g=fg(r,a,y1,null,null,l),fl._currentValue=g),du(r,a),eA(r,a,f,l),a.child;case 6:return r===null&&Pt&&((r=l=xe)&&(l=rH(l,a.pendingProps,Zn),l!==null?(a.stateNode=l,_A=a,xe=null,r=!0):r=!1),r||ds(a)),null;case 13:return Kw(r,a,l);case 4:return Kt(a,a.stateNode.containerInfo),f=a.pendingProps,r===null?a.child=xa(a,null,f,l):eA(r,a,f,l),a.child;case 11:return Tw(r,a,a.type,a.pendingProps,l);case 7:return eA(r,a,a.pendingProps,l),a.child;case 8:return eA(r,a,a.pendingProps.children,l),a.child;case 12:return eA(r,a,a.pendingProps.children,l),a.child;case 10:return f=a.pendingProps,cr(a,a.type,f.value),eA(r,a,f.children,l),a.child;case 9:return g=a.type._context,f=a.pendingProps.children,ps(a),g=uA(g),f=f(g),a.flags|=1,eA(r,a,f,l),a.child;case 14:return Dw(r,a,a.type,a.pendingProps,l);case 15:return Mw(r,a,a.type,a.pendingProps,l);case 19:return Vw(r,a,l);case 31:return f=a.pendingProps,l=a.mode,f={mode:f.mode,children:f.children},r===null?(l=gu(f,l),l.ref=a.ref,a.child=l,l.return=a,a=l):(l=yi(r.child,f),l.ref=a.ref,a.child=l,l.return=a,a=l),a;case 22:return Lw(r,a,l);case 24:return ps(a),f=uA(ke),r===null?(g=ng(),g===null&&(g=se,B=eg(),g.pooledCache=B,B.refCount++,B!==null&&(g.pooledCacheLanes|=l),g=B),a.memoizedState={parent:f,cache:g},rg(a),cr(a,ke,g)):((r.lanes&l)!==0&&(sg(r,a),Po(a,null,null,l),Vo()),g=r.memoizedState,B=a.memoizedState,g.parent!==f?(g={parent:f,cache:f},a.memoizedState=g,a.lanes===0&&(a.memoizedState=a.updateQueue.baseState=g),cr(a,ke,f)):(f=B.cache,cr(a,ke,f),f!==g.cache&&tg(a,[ke],l,!0))),eA(r,a,a.pendingProps.children,l),a.child;case 29:throw a.pendingProps}throw Error(n(156,a.tag))}function Si(r){r.flags|=4}function jw(r,a){if(a.type!=="stylesheet"||(a.state.loading&4)!==0)r.flags&=-16777217;else if(r.flags|=16777216,!qb(a)){if(a=gn.current,a!==null&&((Lt&4194048)===Lt?Yn!==null:(Lt&62914560)!==Lt&&(Lt&536870912)===0||a!==Yn))throw Ko=ig,E0;r.flags|=8192}}function pu(r,a){a!==null&&(r.flags|=4),r.flags&16384&&(a=r.tag!==22?mi():536870912,r.lanes|=a,Fa|=a)}function $o(r,a){if(!Pt)switch(r.tailMode){case"hidden":a=r.tail;for(var l=null;a!==null;)a.alternate!==null&&(l=a),a=a.sibling;l===null?r.tail=null:l.sibling=null;break;case"collapsed":l=r.tail;for(var f=null;l!==null;)l.alternate!==null&&(f=l),l=l.sibling;f===null?a||r.tail===null?r.tail=null:r.tail.sibling=null:f.sibling=null}}function ye(r){var a=r.alternate!==null&&r.alternate.child===r.child,l=0,f=0;if(a)for(var g=r.child;g!==null;)l|=g.lanes|g.childLanes,f|=g.subtreeFlags&65011712,f|=g.flags&65011712,g.return=r,g=g.sibling;else for(g=r.child;g!==null;)l|=g.lanes|g.childLanes,f|=g.subtreeFlags,f|=g.flags,g.return=r,g=g.sibling;return r.subtreeFlags|=f,r.childLanes=l,a}function H1(r,a,l){var f=a.pendingProps;switch(Wd(a),a.tag){case 31:case 16:case 15:case 0:case 11:case 7:case 8:case 12:case 9:case 14:return ye(a),null;case 1:return ye(a),null;case 3:return l=a.stateNode,f=null,r!==null&&(f=r.memoizedState.cache),a.memoizedState.cache!==f&&(a.flags|=2048),Qi(ke),Yt(),l.pendingContext&&(l.context=l.pendingContext,l.pendingContext=null),(r===null||r.child===null)&&(Do(a)?Si(a):r===null||r.memoizedState.isDehydrated&&(a.flags&256)===0||(a.flags|=1024,C0())),ye(a),null;case 26:return l=a.memoizedState,r===null?(Si(a),l!==null?(ye(a),jw(a,l)):(ye(a),a.flags&=-16777217)):l?l!==r.memoizedState?(Si(a),ye(a),jw(a,l)):(ye(a),a.flags&=-16777217):(r.memoizedProps!==f&&Si(a),ye(a),a.flags&=-16777217),null;case 27:Pe(a),l=at.current;var g=a.type;if(r!==null&&a.stateNode!=null)r.memoizedProps!==f&&Si(a);else{if(!f){if(a.stateNode===null)throw Error(n(166));return ye(a),null}r=Y.current,Do(a)?b0(a):(r=jb(g,f,l),a.stateNode=r,Si(a))}return ye(a),null;case 5:if(Pe(a),l=a.type,r!==null&&a.stateNode!=null)r.memoizedProps!==f&&Si(a);else{if(!f){if(a.stateNode===null)throw Error(n(166));return ye(a),null}if(r=Y.current,Do(a))b0(a);else{switch(g=Fu(at.current),r){case 1:r=g.createElementNS("http://www.w3.org/2000/svg",l);break;case 2:r=g.createElementNS("http://www.w3.org/1998/Math/MathML",l);break;default:switch(l){case"svg":r=g.createElementNS("http://www.w3.org/2000/svg",l);break;case"math":r=g.createElementNS("http://www.w3.org/1998/Math/MathML",l);break;case"script":r=g.createElement("div"),r.innerHTML=" - + +
diff --git a/vite-app/package.json b/vite-app/package.json index bdb187e5..4e370c16 100644 --- a/vite-app/package.json +++ b/vite-app/package.json @@ -21,6 +21,7 @@ "react-chartjs-2": "^5.3.0", "react-dom": "^19.1.0", "react-router-dom": "^7.7.1", + "react-tooltip": "^5.29.1", "zod": "^4.0.14" }, "devDependencies": { diff --git a/vite-app/pnpm-lock.yaml b/vite-app/pnpm-lock.yaml index 0ec51189..673d6610 100644 --- a/vite-app/pnpm-lock.yaml +++ b/vite-app/pnpm-lock.yaml @@ -32,6 +32,9 @@ importers: react-router-dom: specifier: ^7.7.1 version: 7.7.1(react-dom@19.1.1(react@19.1.1))(react@19.1.1) + react-tooltip: + specifier: ^5.29.1 + version: 5.29.1(react-dom@19.1.1(react@19.1.1))(react@19.1.1) zod: specifier: ^4.0.14 version: 4.0.14 @@ -372,6 +375,15 @@ packages: resolution: {integrity: sha512-Ul5l+lHEcw3L5+k8POx6r74mxEYKG5kOb6Xpy2gCRW6zweT6TEhAf8vhxGgjhqrd/VO/Dirhsb+1hNpD1ue9hw==} engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0} + '@floating-ui/core@1.7.3': + resolution: {integrity: sha512-sGnvb5dmrJaKEZ+LDIpguvdX3bDlEllmv4/ClQ9awcmCZrlx5jQyyMWFM5kBI+EyNOCDDiKk8il0zeuX3Zlg/w==} + + '@floating-ui/dom@1.7.4': + resolution: {integrity: sha512-OOchDgh4F2CchOX94cRVqhvy7b3AFb+/rQXyswmzmGakRfkMgoWVjfnLWkRirfLEfuD4ysVW16eXzwt3jHIzKA==} + + '@floating-ui/utils@0.2.10': + resolution: {integrity: sha512-aGTxbpbg8/b5JfU1HXSrbH3wXZuLPJcNEcZQFMxLs3oSzgtVu6nFPkbbGGUvBcUjKV2YyB9Wxxabo+HEH9tcRQ==} + '@humanfs/core@0.19.1': resolution: {integrity: sha512-5DyQ4+1JEUzejeK1JGICcideyfUbGixgS9jNgex5nqkW+cY7WZhxBigmieN5Qnw9ZosSNVC9KQKyb+GUaGyKUA==} engines: {node: '>=18.18.0'} @@ -859,6 +871,9 @@ packages: resolution: {integrity: sha512-+IxzY9BZOQd/XuYPRmrvEVjF/nqj5kgT4kEq7VofrDoM1MxoRjEWkrCC3EtLi59TVawxTAn+orJwFQcrqEN1+g==} engines: {node: '>=18'} + classnames@2.5.1: + resolution: {integrity: sha512-saHYOzhIQs6wy2sVxTM6bUDsQO4F50V9RQ22qBpEdCW+I+/Wmke2HOl6lS6dTpdxVhb88/I6+Hs+438c3lfUow==} + color-convert@2.0.1: resolution: {integrity: sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ==} engines: {node: '>=7.0.0'} @@ -1442,6 +1457,12 @@ packages: react-dom: optional: true + react-tooltip@5.29.1: + resolution: {integrity: sha512-rmJmEb/p99xWhwmVT7F7riLG08wwKykjHiMGbDPloNJk3tdI73oHsVOwzZ4SRjqMdd5/xwb/4nmz0RcoMfY7Bw==} + peerDependencies: + react: '>=16.14.0' + react-dom: '>=16.14.0' + react@19.1.1: resolution: {integrity: sha512-w8nqGImo45dmMIfljjMwOGtbmC/mk4CMYhWIicdSflH91J9TyCyczcPFXJzrZ/ZXcgGRFeP6BU0BEJTw6tZdfQ==} engines: {node: '>=0.10.0'} @@ -1967,6 +1988,17 @@ snapshots: '@eslint/core': 0.15.1 levn: 0.4.1 + '@floating-ui/core@1.7.3': + dependencies: + '@floating-ui/utils': 0.2.10 + + '@floating-ui/dom@1.7.4': + dependencies: + '@floating-ui/core': 1.7.3 + '@floating-ui/utils': 0.2.10 + + '@floating-ui/utils@0.2.10': {} + '@humanfs/core@0.19.1': {} '@humanfs/node@0.16.6': @@ -2452,6 +2484,8 @@ snapshots: chownr@3.0.0: {} + classnames@2.5.1: {} + color-convert@2.0.1: dependencies: color-name: 1.1.4 @@ -2984,6 +3018,13 @@ snapshots: optionalDependencies: react-dom: 19.1.1(react@19.1.1) + react-tooltip@5.29.1(react-dom@19.1.1(react@19.1.1))(react@19.1.1): + dependencies: + '@floating-ui/dom': 1.7.4 + classnames: 2.5.1 + react: 19.1.1 + react-dom: 19.1.1(react@19.1.1) + react@19.1.1: {} resolve-from@4.0.0: {} diff --git a/vite-app/src/components/EvaluationRow.tsx b/vite-app/src/components/EvaluationRow.tsx index f5ed1462..346f57d9 100644 --- a/vite-app/src/components/EvaluationRow.tsx +++ b/vite-app/src/components/EvaluationRow.tsx @@ -11,6 +11,7 @@ import { TableCell, TableRowInteractive } from "./TableContainer"; import { useState } from "react"; import type { FilterGroup, FilterConfig } from "../types/filters"; import { Tooltip } from "./Tooltip"; +import { JSONTooltip } from "./JSONTooltip"; // Add filter button component const AddFilterButton = observer( @@ -190,9 +191,29 @@ const InvocationId = observer(({ invocationId }: { invocationId?: string }) => { ); }); -const RowModel = observer(({ model }: { model: string | undefined }) => ( - {model || "N/A"} -)); +const RowModel = observer( + ({ model }: { model: string | object | undefined }) => { + const displayValue = model + ? typeof model === "string" + ? model + : JSON.stringify(model) + : "N/A"; + + // For strings, show full value without tooltip + if (typeof model === "string" || !model) { + return {displayValue}; + } + + // For objects, use JSONTooltip with truncation + return ( + + + {displayValue} + + + ); + } +); const RowScore = observer(({ score }: { score: number | undefined }) => { const scoreClass = score diff --git a/vite-app/src/components/JSONTooltip.tsx b/vite-app/src/components/JSONTooltip.tsx new file mode 100644 index 00000000..6ec92380 --- /dev/null +++ b/vite-app/src/components/JSONTooltip.tsx @@ -0,0 +1,63 @@ +import React from "react"; +import { Tooltip } from "react-tooltip"; + +interface JSONTooltipProps { + children: React.ReactNode; + data: any; + position?: "top" | "bottom" | "left" | "right"; + className?: string; +} + +export const JSONTooltip: React.FC = ({ + children, + data, + position = "top", + className = "", +}) => { + const tooltipId = `json-tooltip-${Math.random().toString(36).substr(2, 9)}`; + const formattedJSON = JSON.stringify(data, null, 2); + + return ( + <> +
+ {children} +
+ ( + 
 e.stopPropagation()}
+            onClick={(e) => e.stopPropagation()}
+            onDoubleClick={(e) => e.stopPropagation()}
+            onContextMenu={(e) => e.stopPropagation()}
+          >
+            {formattedJSON}
+
+ )} + /> + + ); +}; diff --git a/vite-app/src/components/Tooltip.tsx b/vite-app/src/components/Tooltip.tsx index 96bbfc53..526048d1 100644 --- a/vite-app/src/components/Tooltip.tsx +++ b/vite-app/src/components/Tooltip.tsx @@ -1,4 +1,5 @@ import React from "react"; +import { Tooltip as ReactTooltip } from "react-tooltip"; interface TooltipProps { children: React.ReactNode; @@ -13,29 +14,35 @@ export const Tooltip: React.FC = ({ position = "top", className = "", }) => { - const getPositionClasses = () => { - switch (position) { - case "top": - return "bottom-full left-1/2 transform -translate-x-1/2 mb-2"; - case "bottom": - return "top-full left-1/2 transform -translate-x-1/2 mt-2"; - case "left": - return "right-full top-1/2 transform -translate-y-1/2 mr-2"; - case "right": - return "left-full top-1/2 transform -translate-y-1/2 ml-2"; - default: - return "bottom-full left-1/2 transform -translate-x-1/2 mb-2"; - } - }; + const tooltipId = `tooltip-${Math.random().toString(36).substr(2, 9)}`; return ( -
- {children} + <>
- {content} + {children}
-
+ + {content} + + ); };