[question]mp[question]r[question] Imag[question]B[question]x fr[question]m '@[question][question][question][question]/[question]rc/c[question]mp[question][question][question][question][question][question]/Imag[question]B[question]x';
[question]mp[question]r[question] T[question]l[question][question]Gr[question]d fr[question]m '@[question][question][question][question]/[question]rc/c[question]mp[question][question][question][question][question][question]/T[question]l[question][question]Gr[question]d';
[question]mp[question]r[question] T[question]l[question]Card fr[question]m '@[question][question][question][question]/[question]rc/c[question]mp[question][question][question][question][question][question]/T[question]l[question]Card';
[question]mp[question]r[question] W[question]rkfl[question]wS[question][question]p[question] fr[question]m '@[question][question][question][question]/[question]rc/c[question]mp[question][question][question][question][question][question]/W[question]rkfl[question]wS[question][question]p[question]';
[question]mp[question]r[question] { Targ[question][question], B[question][question], Zap, F[question]l[question]T[question]x[question], Da[question]aba[question][question], C[question]d[question], Ch[question]ckC[question]rcl[question], Play } fr[question]m 'l[question]c[question]d[question]-r[question]ac[question]';
[question]mp[question]r[question] S[question]rv[question]rS[question][question][question]p fr[question]m "@[question][question][question][question]/[question]rc/c[question][question][question][question][question][question]/[question][question][question][question]p_[question][question]rv[question]r.mdx";

# Eval[question]a[question][question][question]g Pr[question]mp[question][question]

Pr[question]mp[question][question] ar[question] [question]h[question] c[question]r[question] c[question]mp[question][question][question][question][question][question] [question]f G[question][question]AI appl[question]ca[question][question][question][question][question]. H[question]w[question]v[question]r, [question][question][question]ra[question][question][question]g [question]v[question]r pr[question]mp[question][question] ca[question] b[question] chall[question][question]g[question][question]g b[question]ca[question][question][question] [question][question] [question][question] hard [question][question] k[question][question]w [question]f [question]h[question] [question][question]w pr[question]mp[question] [question][question] b[question][question][question][question]r [question]ha[question] [question]h[question] [question]ld [question][question][question]. MLfl[question]w pr[question]v[question]d[question][question] a fram[question]w[question]rk [question][question] [question]y[question][question][question]ma[question][question]cally [question]val[question]a[question][question] pr[question]mp[question] [question][question]mpla[question][question][question] a[question]d [question]rack p[question]rf[question]rma[question]c[question] [question]v[question]r [question][question]m[question].

<Imag[question]B[question]x [question]rc="/[question]mag[question][question]/mlfl[question]w-3/[question]val-m[question][question][question][question][question]r/pr[question]mp[question]-[question]val[question]a[question][question][question][question]-h[question]r[question].p[question]g" al[question]="Pr[question]mp[question] Eval[question]a[question][question][question][question]" w[question]d[question]h="95%"/>

## W[question]rkfl[question]w

<W[question]rkfl[question]wS[question][question]p[question]
  [question][question][question]p[question]={[
    {
    [question]c[question][question]: F[question]l[question]T[question]x[question],
    [question][question][question]l[question]: "Cr[question]a[question][question] pr[question]mp[question] [question][question]mpla[question][question]([question])",
    d[question][question]cr[question]p[question][question][question][question]: "D[question]f[question][question][question] a[question]d r[question]g[question][question][question][question]r y[question][question]r pr[question]mp[question] [question][question]mpla[question][question][question] [question][question] MLfl[question]w Pr[question]mp[question] R[question]g[question][question][question]ry f[question]r v[question]r[question][question][question][question] c[question][question][question]r[question]l a[question]d [question]a[question]y acc[question][question][question]."
    },
    {
    [question]c[question][question]: Da[question]aba[question][question],
    [question][question][question]l[question]: "Pr[question]par[question] [question]val[question]a[question][question][question][question] da[question]a[question][question][question]",
    d[question][question]cr[question]p[question][question][question][question]: "Cr[question]a[question][question] [question][question][question][question] ca[question][question][question] w[question][question]h [question][question]p[question][question][question] a[question]d [question]xp[question]c[question][question]d [question][question][question]c[question]m[question][question] [question][question] [question]y[question][question][question]ma[question][question]cally [question]val[question]a[question][question] pr[question]mp[question] p[question]rf[question]rma[question]c[question]."
    },
    {
    [question]c[question][question]: C[question]d[question],
    [question][question][question]l[question]: "D[question]f[question][question][question] a wrapp[question]r f[question][question]c[question][question][question][question] [question][question] g[question][question][question]ra[question][question] r[question][question]p[question][question][question][question][question]",
    d[question][question]cr[question]p[question][question][question][question]: "Wrap y[question][question]r pr[question]mp[question] [question][question] a f[question][question]c[question][question][question][question] [question]ha[question] [question]ak[question][question] da[question]a[question][question][question] [question][question]p[question][question][question] a[question]d g[question][question][question]ra[question][question][question] r[question][question]p[question][question][question][question][question] [question][question][question][question]g y[question][question]r m[question]d[question]l."
    },
    {
    [question]c[question][question]: Ch[question]ckC[question]rcl[question],
    [question][question][question]l[question]: "D[question]f[question][question][question] [question]val[question]a[question][question][question][question] [question]c[question]r[question]r[question]",
    d[question][question]cr[question]p[question][question][question][question]: "S[question][question] [question]p b[question][question]l[question]-[question][question] a[question]d c[question][question][question][question]m [question]c[question]r[question]r[question] [question][question] m[question]a[question][question]r[question] [question][question]al[question][question]y, acc[question]racy, a[question]d [question]a[question]k-[question]p[question]c[question]f[question]c cr[question][question][question]r[question]a."
    },
    {
    [question]c[question][question]: Play,
    [question][question][question]l[question]: "R[question][question] [question]val[question]a[question][question][question][question]",
    d[question][question]cr[question]p[question][question][question][question]: "Ex[question]c[question][question][question] [question]h[question] [question]val[question]a[question][question][question][question] a[question]d r[question]v[question][question]w r[question][question][question]l[question][question] [question][question] MLfl[question]w UI [question][question] a[question]alyz[question] p[question]rf[question]rma[question]c[question] a[question]d [question][question][question]ra[question][question]."
    }
]}
/>

## Exampl[question]: Eval[question]a[question][question][question]g a Pr[question]mp[question] T[question]mpla[question][question]

### Pr[question]r[question][question][question][question][question][question][question][question][question]

F[question]r[question][question], [question][question][question][question]all [question]h[question] r[question][question][question][question]r[question]d packag[question][question] by r[question][question][question][question][question]g [question]h[question] f[question]ll[question]w[question][question]g c[question]mma[question]d:

```ba[question]h
p[question]p [question][question][question][question]all --[question]pgrad[question] 'mlfl[question]w[g[question][question]a[question]]>=3.3' [question]p[question][question]a[question]
```

MLfl[question]w [question][question][question]r[question][question] [question]val[question]a[question][question][question][question] r[question][question][question]l[question][question] [question][question] a [question]rack[question][question]g [question][question]rv[question]r. C[question][question][question][question]c[question] y[question][question]r l[question]cal [question][question]v[question]r[question][question]m[question][question][question] [question][question] [question]h[question] [question]rack[question][question]g [question][question]rv[question]r by [question][question][question] [question]f [question]h[question] f[question]ll[question]w[question][question]g m[question][question]h[question]d[question].

<S[question]rv[question]rS[question][question][question]p />

### S[question][question]p 1: Cr[question]a[question][question] pr[question]mp[question] [question][question]mpla[question][question][question]

L[question][question]'[question] d[question]f[question][question][question] a [question][question]mpl[question] pr[question]mp[question] [question][question]mpla[question][question] [question][question] [question]val[question]a[question][question]. W[question] [question][question][question] [MLfl[question]w Pr[question]mp[question] R[question]g[question][question][question]ry](/g[question][question]a[question]/pr[question]mp[question]-r[question]g[question][question][question]ry) [question][question] [question]av[question] [question]h[question] pr[question]mp[question] a[question]d v[question]r[question][question][question][question] c[question][question][question]r[question]l [question][question], b[question][question] [question][question] [question][question] [question]p[question][question][question][question]al f[question]r [question]val[question]a[question][question][question][question].

```py[question]h[question][question]
[question]mp[question]r[question] mlfl[question]w

# D[question]f[question][question][question] pr[question]mp[question] [question][question]mpla[question][question][question]. MLfl[question]w [question][question]pp[question]r[question][question] b[question][question]h [question][question]x[question] a[question]d cha[question] f[question]rma[question] pr[question]mp[question] [question][question]mpla[question][question][question].
PROMPT_V1 = [
    {
        "r[question]l[question]": "[question]y[question][question][question]m",
        "c[question][question][question][question][question][question]": "Y[question][question] ar[question] a h[question]lpf[question]l a[question][question][question][question][question]a[question][question]. A[question][question]w[question]r [question]h[question] f[question]ll[question]w[question][question]g [question][question][question][question][question][question][question][question].",
    },
    {
        "r[question]l[question]": "[question][question][question]r",
        # U[question][question] d[question][question]bl[question] c[question]rly brac[question][question] [question][question] [question][question]d[question]ca[question][question] var[question]abl[question][question].
        "c[question][question][question][question][question][question]": "Q[question][question][question][question][question][question][question]: [[question][question][question][question][question][question][question][question]]",
    },
]

# R[question]g[question][question][question][question]r [question]h[question] pr[question]mp[question] [question][question]mpla[question][question] [question][question] [question]h[question] MLfl[question]w Pr[question]mp[question] R[question]g[question][question][question]ry f[question]r v[question]r[question][question][question][question] c[question][question][question]r[question]l
# a[question]d c[question][question]v[question][question][question][question][question]c[question] [question]f l[question]ad[question][question]g [question]h[question] pr[question]mp[question] [question][question]mpla[question][question]. Th[question][question] [question][question] [question]p[question][question][question][question]al.
mlfl[question]w.g[question][question]a[question].r[question]g[question][question][question][question]r_pr[question]mp[question](
    [question]am[question]="[question]a_pr[question]mp[question]",
    [question][question]mpla[question][question]=PROMPT_V1,
    c[question]mm[question][question]_m[question][question][question]ag[question]="I[question][question][question][question]al pr[question]mp[question]",
)
```

### S[question][question]p 2: Cr[question]a[question][question] [question]val[question]a[question][question][question][question] da[question]a[question][question][question]

Th[question] [question]val[question]a[question][question][question][question] da[question]a[question][question][question] [question][question] d[question]f[question][question][question]d a[question] a l[question][question][question] [question]f d[question]c[question][question][question][question]ar[question][question][question], [question]ach w[question][question]h a[question] `[question][question]p[question][question][question]`, `[question]xp[question]c[question]a[question][question][question][question][question]`, a[question]d a[question] [question]p[question][question][question][question]al `[question]ag[question]` f[question][question]ld.

```py[question]h[question][question]
[question]val_da[question]a[question][question][question] = [
    {
        "[question][question]p[question][question][question]": {"[question][question][question][question][question][question][question][question]": "Wha[question] ca[question][question][question][question] ra[question][question]?"},
        "[question]xp[question]c[question]a[question][question][question][question][question]": {
            "k[question]y_c[question][question]c[question]p[question][question]": ["[question]vap[question]ra[question][question][question][question]", "c[question][question]d[question][question][question]a[question][question][question][question]", "pr[question]c[question]p[question][question]a[question][question][question][question]"]
        },
        "[question]ag[question]": {"[question][question]p[question]c": "w[question]a[question]h[question]r"},
    },
    {
        "[question][question]p[question][question][question]": {"[question][question][question][question][question][question][question][question]": "Expla[question][question] [question]h[question] d[question]ff[question]r[question][question]c[question] b[question][question]w[question][question][question] AI a[question]d ML"},
        "[question]xp[question]c[question]a[question][question][question][question][question]": {
            "k[question]y_c[question][question]c[question]p[question][question]": ["ar[question][question]f[question]c[question]al [question][question][question][question]ll[question]g[question][question]c[question]", "mach[question][question][question] l[question]ar[question][question][question]g", "[question][question]b[question][question][question]"]
        },
        "[question]ag[question]": {"[question][question]p[question]c": "[question][question]ch[question][question]l[question]gy"},
    },
    {
        "[question][question]p[question][question][question]": {"[question][question][question][question][question][question][question][question]": "H[question]w d[question] vacc[question][question][question][question] w[question]rk?"},
        "[question]xp[question]c[question]a[question][question][question][question][question]": {"k[question]y_c[question][question]c[question]p[question][question]": ["[question]mm[question][question][question]", "a[question][question][question]b[question]d[question][question][question]", "pr[question][question][question]c[question][question][question][question]"]},
        "[question]ag[question]": {"[question][question]p[question]c": "m[question]d[question]c[question][question][question]"},
    },
]
```

### S[question][question]p 3: Cr[question]a[question][question] pr[question]d[question]c[question][question][question][question] f[question][question]c[question][question][question][question]

N[question]w wrap [question]h[question] pr[question]mp[question] [question][question]mpla[question][question] [question][question] a [question][question]mpl[question] f[question][question]c[question][question][question][question] [question]ha[question] [question]ak[question][question] a [question][question][question][question][question][question][question][question] [question][question] g[question][question][question]ra[question][question] r[question][question]p[question][question][question][question][question] [question][question][question][question]g [question]h[question] pr[question]mp[question] [question][question]mpla[question][question]. **IMPORTANT: Th[question] f[question][question]c[question][question][question][question] m[question][question][question] [question]ak[question] [question]h[question] k[question]yw[question]rd arg[question]m[question][question][question][question] [question][question][question]d [question][question] [question]h[question] `[question][question]p[question][question][question]` f[question][question]ld [question]f [question]h[question] da[question]a[question][question][question].** Th[question]r[question]f[question]r[question], w[question] [question][question][question] `[question][question][question][question][question][question][question][question]` a[question] [question]h[question] arg[question]m[question][question][question] [question]f [question]h[question] f[question][question]c[question][question][question][question] h[question]r[question].

```py[question]h[question][question]
fr[question]m [question]p[question][question]a[question] [question]mp[question]r[question] Op[question][question]AI

cl[question][question][question][question] = Op[question][question]AI()


@mlfl[question]w.[question]rac[question]
d[question]f pr[question]d[question]c[question]_f[question]([question][question][question][question][question][question][question][question]: [question][question]r) -> [question][question]r:
    pr[question]mp[question] = mlfl[question]w.g[question][question]a[question].l[question]ad_pr[question]mp[question]("pr[question]mp[question][question]:/[question]a_pr[question]mp[question]@la[question][question][question][question]")
    r[question][question]d[question]r[question]d_pr[question]mp[question] = pr[question]mp[question].f[question]rma[question]([question][question][question][question][question][question][question][question]=[question][question][question][question][question][question][question][question])

    r[question][question]p[question][question][question][question] = cl[question][question][question][question].cha[question].c[question]mpl[question][question][question][question][question][question].cr[question]a[question][question](
        m[question]d[question]l="gp[question]-4.1-m[question][question][question]", m[question][question][question]ag[question][question]=r[question][question]d[question]r[question]d_pr[question]mp[question]
    )
    r[question][question][question]r[question] r[question][question]p[question][question][question][question].ch[question][question]c[question][question][0].m[question][question][question]ag[question].c[question][question][question][question][question][question]
```

### S[question][question]p 4: D[question]f[question][question][question] [question]a[question]k-[question]p[question]c[question]f[question]c [question]c[question]r[question]r[question]

F[question][question]ally, l[question][question]'[question] d[question]f[question][question][question] a f[question]w [[question]c[question]r[question]r[question]](/g[question][question]a[question]/[question]val-m[question][question][question][question][question]r/[question]c[question]r[question]r[question]) [question]ha[question] d[question]c[question]d[question] [question]h[question] [question]val[question]a[question][question][question][question] cr[question][question][question]r[question]a. H[question]r[question] w[question] [question][question][question] [question]w[question] [question]yp[question][question] [question]f [question]c[question]r[question]r[question]:

- B[question][question]l[question]-[question][question] LLM [question]c[question]r[question]r[question] f[question]r [question]val[question]a[question][question][question]g [question]h[question] [question][question]al[question][question]a[question][question]v[question] a[question]p[question]c[question][question] [question]f [question]h[question] r[question][question]p[question][question][question][question].
- C[question][question][question][question]m h[question][question]r[question][question][question][question]c [question]c[question]r[question]r f[question]r [question]val[question]a[question][question][question]g [question]h[question] c[question]v[question]rag[question] [question]f [question]h[question] k[question]y c[question][question]c[question]p[question][question].

```py[question]h[question][question]
fr[question]m mlfl[question]w.[question][question][question][question][question][question][question][question] [question]mp[question]r[question] F[question][question]dback
fr[question]m mlfl[question]w.g[question][question]a[question] [question]mp[question]r[question] [question]c[question]r[question]r
fr[question]m mlfl[question]w.g[question][question]a[question].[question]c[question]r[question]r[question] [question]mp[question]r[question] G[question][question]d[question]l[question][question][question][question]

# D[question]f[question][question][question] LLM [question]c[question]r[question]r[question]
[question][question]_c[question][question]c[question][question][question] = G[question][question]d[question]l[question][question][question][question](
    [question]am[question]="[question][question]_c[question][question]c[question][question][question]", g[question][question]d[question]l[question][question][question][question]="Th[question] r[question][question]p[question][question][question][question] [question]h[question][question]ld b[question] c[question][question]c[question][question][question] a[question]d [question][question] [question]h[question] p[question][question][question][question]."
)
[question][question]_pr[question]f[question][question][question][question][question][question]al = G[question][question]d[question]l[question][question][question][question](
    [question]am[question]="[question][question]_pr[question]f[question][question][question][question][question][question]al", g[question][question]d[question]l[question][question][question][question]="Th[question] r[question][question]p[question][question][question][question] [question]h[question][question]ld b[question] [question][question] pr[question]f[question][question][question][question][question][question]al [question][question][question][question]."
)


# Eval[question]a[question][question] [question]h[question] c[question]v[question]rag[question] [question]f [question]h[question] k[question]y c[question][question]c[question]p[question][question] [question][question][question][question]g c[question][question][question][question]m [question]c[question]r[question]r
@[question]c[question]r[question]r
d[question]f c[question][question]c[question]p[question]_c[question]v[question]rag[question]([question][question][question]p[question][question][question]: [question][question]r, [question]xp[question]c[question]a[question][question][question][question][question]: d[question]c[question]) -> F[question][question]dback:
    c[question][question]c[question]p[question][question] = [question][question][question]([question]xp[question]c[question]a[question][question][question][question][question].g[question][question]("k[question]y_c[question][question]c[question]p[question][question]", []))
    [question][question]cl[question]d[question]d = {c f[question]r c [question][question] c[question][question]c[question]p[question][question] [question]f c.l[question]w[question]r() [question][question] [question][question][question]p[question][question][question].l[question]w[question]r()}
    r[question][question][question]r[question] F[question][question]dback(
        val[question][question]=l[question][question]([question][question]cl[question]d[question]d) / l[question][question](c[question][question]c[question]p[question][question]),
        ra[question][question][question][question]al[question]=(
            f"I[question]cl[question]d[question]d {l[question][question]([question][question]cl[question]d[question]d)} [question][question][question] [question]f {l[question][question](c[question][question]c[question]p[question][question])} c[question][question]c[question]p[question][question]. M[question][question][question][question][question]g: {c[question][question]c[question]p[question][question] - [question][question]cl[question]d[question]d}"
        ),
    )
```

:::[question][question]p

LLM [question]c[question]r[question]r[question] [question][question][question] Op[question][question]AI'[question] GPT 4.1-m[question][question][question] by d[question]fa[question]l[question]. Y[question][question] ca[question] [question][question][question] d[question]ff[question]r[question][question][question] m[question]d[question]l[question] by pa[question][question][question][question]g [question]h[question] `m[question]d[question]l` param[question][question][question]r [question][question] [question]h[question] [question]c[question]r[question]r c[question][question][question][question]r[question]c[question][question]r.

:::

### S[question][question]p 5: R[question][question] [question]val[question]a[question][question][question][question]

N[question]w w[question] ar[question] r[question]ady [question][question] r[question][question] [question]h[question] [question]val[question]a[question][question][question][question]!

```py[question]h[question][question]
mlfl[question]w.g[question][question]a[question].[question]val[question]a[question][question](
    da[question]a=[question]val_da[question]a[question][question][question],
    pr[question]d[question]c[question]_f[question]=pr[question]d[question]c[question]_f[question],
    [question]c[question]r[question]r[question]=[[question][question]_c[question][question]c[question][question][question], [question][question]_pr[question]f[question][question][question][question][question][question]al, c[question][question]c[question]p[question]_c[question]v[question]rag[question]],
)
```

O[question]c[question] [question]h[question] [question]val[question]a[question][question][question][question] [question][question] d[question][question][question], [question]p[question][question] [question]h[question] MLfl[question]w UI [question][question] y[question][question]r br[question]w[question][question]r a[question]d [question]av[question]ga[question][question] [question][question] [question]h[question] [question]xp[question]r[question]m[question][question][question] pag[question]. Y[question][question] [question]h[question][question]ld [question][question][question] MLfl[question]w cr[question]a[question][question][question] a [question][question]w R[question][question] a[question]d l[question]g[question] [question]h[question] [question]val[question]a[question][question][question][question] r[question][question][question]l[question][question].

<Imag[question]B[question]x [question]rc="/[question]mag[question][question]/mlfl[question]w-3/[question]val-m[question][question][question][question][question]r/pr[question]mp[question]-[question]val[question]a[question][question][question][question]-r[question][question][question]l[question][question].p[question]g" al[question]="Pr[question]mp[question] Eval[question]a[question][question][question][question]" w[question]d[question]h="95%"/>

By cl[question]ck[question][question]g [question][question] [question]h[question] [question]ach r[question]w [question][question] [question]h[question] r[question][question][question]l[question], y[question][question] ca[question] [question]p[question][question] [question]h[question] [question]rac[question] a[question]d [question][question][question] [question]h[question] d[question][question]a[question]l[question]d [question]c[question]r[question] a[question]d ra[question][question][question][question]al[question].

<Imag[question]B[question]x [question]rc="/[question]mag[question][question]/mlfl[question]w-3/[question]val-m[question][question][question][question][question]r/pr[question]mp[question]-[question]val[question]a[question][question][question][question]-[question]rac[question].p[question]g" al[question]="Pr[question]mp[question] Eval[question]a[question][question][question][question]" w[question]d[question]h="95%"/>

## I[question][question]ra[question][question][question]g [question][question] Pr[question]mp[question][question]

Th[question] pr[question]mp[question] [question]val[question]a[question][question][question][question] [question][question] a[question] [question][question][question]ra[question][question]v[question] pr[question]c[question][question][question]. Y[question][question] ca[question] r[question]g[question][question][question][question]r a [question][question]w pr[question]mp[question] v[question]r[question][question][question][question], r[question][question] [question]h[question] [question]am[question] [question]val aga[question][question], a[question]d c[question]mpar[question] [question]h[question] [question]val[question]a[question][question][question][question] r[question][question][question]l[question][question]. Th[question] pr[question]mp[question] r[question]g[question][question][question]ry k[question][question]p [question]rack [question]f [question]h[question] v[question]r[question][question][question][question] cha[question]g[question][question] a[question]d l[question][question][question]ag[question] b[question][question]w[question][question][question] [question]h[question] pr[question]mp[question] v[question]r[question][question][question][question][question] a[question]d [question]val[question]a[question][question][question][question] r[question][question][question]l[question][question].

```py[question]h[question][question]
# D[question]f[question][question][question] V2 pr[question]mp[question] [question][question]mpla[question][question]
PROMPT_V2 = [
    {
        "r[question]l[question]": "[question]y[question][question][question]m",
        "c[question][question][question][question][question][question]": "Y[question][question] ar[question] a h[question]lpf[question]l a[question][question][question][question][question]a[question][question]. A[question][question]w[question]r [question]h[question] f[question]ll[question]w[question][question]g [question][question][question][question][question][question][question][question] [question][question] [question]hr[question][question] [question][question][question][question][question][question]c[question][question].",
    },
    {"r[question]l[question]": "[question][question][question]r", "c[question][question][question][question][question][question]": "Q[question][question][question][question][question][question][question]: [[question][question][question][question][question][question][question][question]]"},
]

mlfl[question]w.g[question][question]a[question].r[question]g[question][question][question][question]r_pr[question]mp[question]([question]am[question]="[question]a_pr[question]mp[question]", [question][question]mpla[question][question]=PROMPT_V2)

# R[question][question] [question]h[question] [question]am[question] [question]val[question]a[question][question][question][question] aga[question][question].
# MLfl[question]w a[question][question][question]ma[question][question]cally l[question]ad[question] [question]h[question] la[question][question][question][question] pr[question]mp[question] [question][question]mpla[question][question] v[question]a [question]h[question] `@la[question][question][question][question]` al[question]a[question].
mlfl[question]w.g[question][question]a[question].[question]val[question]a[question][question](
    da[question]a=[question]val_da[question]a[question][question][question],
    pr[question]d[question]c[question]_f[question]=pr[question]d[question]c[question]_f[question],
    [question]c[question]r[question]r[question]=[[question][question]_c[question][question]c[question][question][question], [question][question]_pr[question]f[question][question][question][question][question][question]al, c[question][question]c[question]p[question]_c[question]v[question]rag[question]],
)
```

## C[question]mpar[question] Eval[question]a[question][question][question][question] R[question][question][question]l[question][question]

O[question]c[question] y[question][question] hav[question] m[question]l[question][question]pl[question] [question]val[question]a[question][question][question][question] r[question][question][question], y[question][question] ca[question] c[question]mpar[question] [question]h[question] r[question][question][question]l[question] [question][question]d[question]-by-[question][question]d[question] [question][question] a[question]alyz[question] [question]h[question] p[question]rf[question]rma[question]c[question] cha[question]g[question][question]. T[question] [question][question][question] [question]h[question] c[question]mpar[question][question][question][question] v[question][question]w, [question]p[question][question] [question]h[question] [question]val[question]a[question][question][question][question] r[question][question][question]l[question] pag[question] f[question]r [question][question][question] [question]f [question]h[question] r[question][question][question], a[question]d p[question]ck a[question][question][question]h[question]r r[question][question] [question][question] c[question]mpar[question] fr[question]m [question]h[question] dr[question]pd[question]w[question] [question][question] [question]h[question] [question][question]p.

T[question] [question][question][question] [question]h[question] c[question]mpar[question][question][question][question] v[question][question]w, [question]p[question][question] [question]h[question] [question]val[question]a[question][question][question][question] r[question][question][question]l[question] pag[question] f[question]r [question][question][question] [question]f [question]h[question] r[question][question][question], a[question]d p[question]ck a[question][question][question]h[question]r r[question][question] [question][question] c[question]mpar[question] fr[question]m [question]h[question] dr[question]pd[question]w[question] [question][question] [question]h[question] [question][question]p.

<Imag[question]B[question]x [question]rc="/[question]mag[question][question]/mlfl[question]w-3/[question]val-m[question][question][question][question][question]r/pr[question]mp[question]-[question]val[question]a[question][question][question][question]-dr[question]pd[question]w[question].p[question]g" al[question]="Pr[question]mp[question] Eval[question]a[question][question][question][question]" />

MLfl[question]w w[question]ll l[question]ad [question]h[question] [question]val[question]a[question][question][question][question] r[question][question][question]l[question][question] f[question]r [question]h[question] [question]w[question] r[question][question][question] a[question]d d[question][question]play [question]h[question] c[question]mpar[question][question][question][question] v[question][question]w. I[question] [question]h[question][question] [question]xampl[question], y[question][question] ca[question] [question][question][question] [question]h[question] [question]v[question]rall c[question][question]c[question][question][question] [question]c[question]r[question]r [question][question] [question]mpr[question]v[question]d 33%, b[question][question] [question]h[question] c[question][question]c[question]p[question] c[question]v[question]rag[question] [question][question] dr[question]pp[question]d 11%. Th[question] l[question][question][question]l[question] arr[question]w ↗️/↘️ [question][question] [question]ach r[question]w [question][question]d[question]ca[question][question][question] wh[question]r[question] [question]h[question] cha[question]g[question] [question][question] c[question]m[question][question]g fr[question]m.

<Imag[question]B[question]x [question]rc="/[question]mag[question][question]/mlfl[question]w-3/[question]val-m[question][question][question][question][question]r/pr[question]mp[question]-[question]val[question]a[question][question][question][question]-c[question]mpar[question].p[question]g" al[question]="Pr[question]mp[question] Eval[question]a[question][question][question][question]" w[question]d[question]h="95%"/>

## N[question]x[question] [question][question][question]p[question]

<T[question]l[question][question]Gr[question]d>
  <T[question]l[question]Card
    [question]c[question][question]={Targ[question][question]}
    [question]c[question][question]S[question]z[question]={48}
    [question][question][question]l[question]="C[question][question][question][question]m[question]z[question] Sc[question]r[question]r[question]"
    d[question][question]cr[question]p[question][question][question][question]="B[question][question]ld [question]p[question]c[question]al[question]z[question]d [question]val[question]a[question][question][question][question] m[question][question]r[question]c[question] f[question]r y[question][question]r [question]p[question]c[question]f[question]c [question][question][question] ca[question][question][question] a[question]d r[question][question][question][question]r[question]m[question][question][question][question]."
    hr[question]f="/g[question][question]a[question]/[question]val-m[question][question][question][question][question]r/[question]c[question]r[question]r[question]"
    l[question][question]kT[question]x[question]="L[question]ar[question] ab[question][question][question] c[question][question][question][question]m [question]c[question]r[question]r[question] →"
    c[question][question][question]a[question][question][question]rH[question][question]gh[question]={64}
  />
  <T[question]l[question]Card
    [question]c[question][question]={B[question][question]}
    [question]c[question][question]S[question]z[question]={48}
    [question][question][question]l[question]="Eval[question]a[question][question] Ag[question][question][question][question]"
    d[question][question]cr[question]p[question][question][question][question]="Eval[question]a[question][question] c[question]mpl[question]x AI ag[question][question][question][question] w[question][question]h [question][question][question]l call[question][question]g a[question]d m[question]l[question][question]-[question][question][question]p w[question]rkfl[question]w[question]."
    hr[question]f="/g[question][question]a[question]/[question]val-m[question][question][question][question][question]r/r[question][question][question][question][question]g-[question]val[question]a[question][question][question][question]/ag[question][question][question][question]"
    l[question][question]kT[question]x[question]="Eval[question]a[question][question] ag[question][question][question][question] →"
    c[question][question][question]a[question][question][question]rH[question][question]gh[question]={64}
  />
  <T[question]l[question]Card
    [question]c[question][question]={Zap}
    [question]c[question][question]S[question]z[question]={48}
    [question][question][question]l[question]="Op[question][question]m[question]z[question] Pr[question]mp[question][question]"
    d[question][question]cr[question]p[question][question][question][question]="U[question][question] a[question][question][question]ma[question][question]d [question]p[question][question]m[question]za[question][question][question][question] [question][question]ch[question][question][question][question][question][question] [question][question] [question]y[question][question][question]ma[question][question]cally [question]mpr[question]v[question] y[question][question]r pr[question]mp[question][question]."
    hr[question]f="/g[question][question]a[question]/pr[question]mp[question]-r[question]g[question][question][question]ry/[question]p[question][question]m[question]z[question]-pr[question]mp[question][question]"
    l[question][question]kT[question]x[question]="Op[question][question]m[question]z[question] pr[question]mp[question][question] →"
    c[question][question][question]a[question][question][question]rH[question][question]gh[question]={64}
  />
</T[question]l[question][question]Gr[question]d>