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Generated
+99
-331
@@ -205,7 +205,7 @@ checksum = "3c3610892ee6e0cbce8ae2700349fcf8f98adb0dbfbee85aec3c9179d29cc072"
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|||||||
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||||||
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||||||
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||||||
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"cpufeatures 0.2.17",
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"password-hash",
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||||||
@@ -314,29 +314,17 @@ version = "1.16.2"
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|||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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||||||
checksum = "a054912289d18629dc78375ba2c3726a3afe3ff71b4edba9dedfca0e3446d1fc"
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||||||
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||||||
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||||||
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||||||
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||||||
[[package]]
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||||||
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||||||
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||||||
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||||||
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||||||
dependencies = [
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||||||
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"dunce",
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"fs_extra",
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]
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[[package]]
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[[package]]
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name = "aws-lc-sys"
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name = "aws-lc-sys"
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||||||
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version = "0.39.1"
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||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "83a25cf98105baa966497416dbd42565ce3a8cf8dbfd59803ec9ad46f3126399"
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checksum = "83a25cf98105baa966497416dbd42565ce3a8cf8dbfd59803ec9ad46f3126399"
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||||||
dependencies = [
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dependencies = [
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||||||
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"bindgen",
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"cc",
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"cmake",
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"cmake",
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"dunce",
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"dunce",
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@@ -859,7 +847,7 @@ dependencies = [
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|||||||
"proc-macro2",
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"proc-macro2",
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||||||
"quote",
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"quote",
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||||||
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||||||
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||||||
"shlex",
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"shlex",
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||||||
"syn",
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||||||
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|
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|
||||||
@@ -1038,7 +1026,18 @@ checksum = "c3613f74bd2eac03dad61bd53dbe620703d4371614fe0bc3b9f04dd36fe4e818"
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|||||||
dependencies = [
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dependencies = [
|
||||||
"cfg-if",
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"cfg-if",
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||||||
"cipher",
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"cipher",
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||||||
"cpufeatures",
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"cpufeatures 0.2.17",
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]
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||||||
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[[package]]
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||||||
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name = "chacha20"
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version = "0.10.0"
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||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "6f8d983286843e49675a4b7a2d174efe136dc93a18d69130dd18198a6c167601"
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dependencies = [
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"cfg-if",
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||||||
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"cpufeatures 0.3.0",
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||||||
[[package]]
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[[package]]
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@@ -1048,7 +1047,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "10cd79432192d1c0f4e1a0fef9527696cc039165d729fb41b3f4f4f354c2dc35"
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checksum = "10cd79432192d1c0f4e1a0fef9527696cc039165d729fb41b3f4f4f354c2dc35"
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||||||
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||||||
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"cipher",
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"cipher",
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"poly1305",
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||||||
"zeroize",
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"zeroize",
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||||||
@@ -1300,6 +1299,15 @@ dependencies = [
|
|||||||
"libc",
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"libc",
|
||||||
]
|
]
|
||||||
|
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||||||
|
[[package]]
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||||||
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name = "cpufeatures"
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||||||
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version = "0.3.0"
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||||||
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "8b2a41393f66f16b0823bb79094d54ac5fbd34ab292ddafb9a0456ac9f87d201"
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||||||
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dependencies = [
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||||||
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"libc",
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||||||
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]
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||||||
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||||||
[[package]]
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[[package]]
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||||||
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||||||
@@ -1388,12 +1396,6 @@ dependencies = [
|
|||||||
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|
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|
||||||
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|
||||||
|
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||||||
[[package]]
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||||||
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||||||
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||||||
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||||||
checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
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||||||
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|
||||||
[[package]]
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[[package]]
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||||||
name = "crypto-common"
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name = "crypto-common"
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||||||
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|
||||||
@@ -1518,34 +1520,13 @@ dependencies = [
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|||||||
"syn",
|
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|
||||||
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|
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|
||||||
|
|
||||||
[[package]]
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "derive_more"
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|
||||||
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|
version = "2.1.1"
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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||||||
checksum = "d751e9e49156b02b44f9c1815bcb94b984cdcc4396ecc32521c739452808b134"
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||||||
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|
||||||
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|
||||||
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|
||||||
|
|
||||||
[[package]]
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|
||||||
name = "derive_more-impl"
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|
||||||
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|
||||||
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|
||||||
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|
||||||
dependencies = [
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|
||||||
"proc-macro2",
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|
||||||
"quote",
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|
||||||
"syn",
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|
||||||
"unicode-xid",
|
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
@@ -2105,15 +2086,6 @@ dependencies = [
|
|||||||
"windows-link",
|
"windows-link",
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "getopts"
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|
||||||
version = "0.2.24"
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|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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|
||||||
checksum = "cfe4fbac503b8d1f88e6676011885f34b7174f46e59956bba534ba83abded4df"
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|
||||||
dependencies = [
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|
||||||
"unicode-width",
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|
||||||
]
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|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "getrandom"
|
name = "getrandom"
|
||||||
version = "0.2.17"
|
version = "0.2.17"
|
||||||
@@ -2150,6 +2122,7 @@ dependencies = [
|
|||||||
"cfg-if",
|
"cfg-if",
|
||||||
"libc",
|
"libc",
|
||||||
"r-efi 6.0.0",
|
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|
||||||
|
"rand_core 0.10.0",
|
||||||
"wasip2",
|
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|
||||||
"wasip3",
|
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|
||||||
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|
||||||
@@ -2168,15 +2141,15 @@ checksum = "0cc23270f6e1808e30a928bdc84dea0b9b4136a8bc82338574f23baf47bbd280"
|
|||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "gman"
|
name = "gman"
|
||||||
version = "0.3.0"
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version = "0.4.1"
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
checksum = "c7c3a428900217107275faf709b30c00f37e1112ec2b75742987b5ca88700eaa"
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checksum = "742225eb41061a0938aa0924ce8d08a1ec48875789b72ce3f0cb02eda52ab1db"
|
||||||
dependencies = [
|
dependencies = [
|
||||||
"anyhow",
|
"anyhow",
|
||||||
"argon2",
|
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|
||||||
"async-trait",
|
"async-trait",
|
||||||
"aws-config",
|
"aws-config",
|
||||||
"aws-lc-sys 0.37.1",
|
"aws-lc-sys",
|
||||||
"aws-sdk-secretsmanager",
|
"aws-sdk-secretsmanager",
|
||||||
"azure_core",
|
"azure_core",
|
||||||
"azure_identity",
|
"azure_identity",
|
||||||
@@ -2258,15 +2231,6 @@ version = "0.12.3"
|
|||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
source = "registry+https://github.com/rust-lang/crates.io-index"
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||||||
checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888"
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checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888"
|
||||||
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|
||||||
[[package]]
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|
||||||
name = "hashbrown"
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|
||||||
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|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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|
||||||
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|
||||||
dependencies = [
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|
||||||
"ahash",
|
|
||||||
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|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "hashbrown"
|
name = "hashbrown"
|
||||||
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|
version = "0.15.5"
|
||||||
@@ -2822,18 +2786,6 @@ dependencies = [
|
|||||||
"once_cell",
|
"once_cell",
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "is-macro"
|
|
||||||
version = "0.3.7"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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|
||||||
checksum = "1d57a3e447e24c22647738e4607f1df1e0ec6f72e16182c4cd199f647cdfb0e4"
|
|
||||||
dependencies = [
|
|
||||||
"heck",
|
|
||||||
"proc-macro2",
|
|
||||||
"quote",
|
|
||||||
"syn",
|
|
||||||
]
|
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "is-terminal"
|
name = "is-terminal"
|
||||||
version = "0.4.17"
|
version = "0.4.17"
|
||||||
@@ -2870,15 +2822,6 @@ version = "1.70.2"
|
|||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
checksum = "a6cb138bb79a146c1bd460005623e142ef0181e3d0219cb493e02f7d08a35695"
|
checksum = "a6cb138bb79a146c1bd460005623e142ef0181e3d0219cb493e02f7d08a35695"
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "itertools"
|
|
||||||
version = "0.11.0"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "b1c173a5686ce8bfa551b3563d0c2170bf24ca44da99c7ca4bfdab5418c3fe57"
|
|
||||||
dependencies = [
|
|
||||||
"either",
|
|
||||||
]
|
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "itertools"
|
name = "itertools"
|
||||||
version = "0.13.0"
|
version = "0.13.0"
|
||||||
@@ -2987,12 +2930,6 @@ dependencies = [
|
|||||||
"simple_asn1",
|
"simple_asn1",
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "lalrpop-util"
|
|
||||||
version = "0.20.2"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "507460a910eb7b32ee961886ff48539633b788a36b65692b95f225b844c82553"
|
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "lazy_static"
|
name = "lazy_static"
|
||||||
version = "1.5.0"
|
version = "1.5.0"
|
||||||
@@ -3021,12 +2958,6 @@ dependencies = [
|
|||||||
"windows-link",
|
"windows-link",
|
||||||
]
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]
|
||||||
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||||||
[[package]]
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|
||||||
name = "libm"
|
|
||||||
version = "0.2.16"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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|
||||||
checksum = "b6d2cec3eae94f9f509c767b45932f1ada8350c4bdb85af2fcab4a3c14807981"
|
|
||||||
|
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||||||
[[package]]
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[[package]]
|
||||||
name = "libredox"
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name = "libredox"
|
||||||
version = "0.1.15"
|
version = "0.1.15"
|
||||||
@@ -3164,15 +3095,13 @@ dependencies = [
|
|||||||
"parking_lot",
|
"parking_lot",
|
||||||
"path-absolutize",
|
"path-absolutize",
|
||||||
"pretty_assertions",
|
"pretty_assertions",
|
||||||
"rand 0.9.2",
|
"rand 0.10.0",
|
||||||
"rayon",
|
"rayon",
|
||||||
"reedline",
|
"reedline",
|
||||||
"reqwest",
|
"reqwest",
|
||||||
"reqwest-eventsource",
|
"reqwest-eventsource",
|
||||||
"rmcp",
|
"rmcp",
|
||||||
"rust-embed",
|
"rust-embed",
|
||||||
"rustpython-ast",
|
|
||||||
"rustpython-parser",
|
|
||||||
"scraper",
|
"scraper",
|
||||||
"serde",
|
"serde",
|
||||||
"serde_json",
|
"serde_json",
|
||||||
@@ -3188,6 +3117,10 @@ dependencies = [
|
|||||||
"tokio",
|
"tokio",
|
||||||
"tokio-graceful",
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"tokio-graceful",
|
||||||
"tokio-stream",
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"tokio-stream",
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"tree-sitter",
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||||||
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"tree-sitter-language",
|
||||||
|
"tree-sitter-python",
|
||||||
|
"tree-sitter-typescript",
|
||||||
"unicode-segmentation",
|
"unicode-segmentation",
|
||||||
"unicode-width",
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"unicode-width",
|
||||||
"url",
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"url",
|
||||||
@@ -3233,64 +3166,6 @@ dependencies = [
|
|||||||
"libc",
|
"libc",
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "malachite"
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|
||||||
version = "0.4.22"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "2fbdf9cb251732db30a7200ebb6ae5d22fe8e11397364416617d2c2cf0c51cb5"
|
|
||||||
dependencies = [
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|
||||||
"malachite-base",
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|
||||||
"malachite-nz",
|
|
||||||
"malachite-q",
|
|
||||||
]
|
|
||||||
|
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||||||
[[package]]
|
|
||||||
name = "malachite-base"
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|
||||||
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|
|
||||||
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||||||
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||||||
"ryu",
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||||||
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||||||
|
|
||||||
[[package]]
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||||||
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||||||
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|
||||||
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|
||||||
"paste",
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|
||||||
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||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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||||||
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|
||||||
[[package]]
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||||||
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||||||
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||||||
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||||||
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|
||||||
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||||||
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||||||
@@ -3945,12 +3820,6 @@ dependencies = [
|
|||||||
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"subtle",
|
||||||
]
|
]
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||||||
|
|
||||||
[[package]]
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|
||||||
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||||||
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||||||
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||||||
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||||||
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@@ -4117,7 +3986,7 @@ version = "0.8.0"
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|
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||||||
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|
"universal-hash",
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||||||
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]
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||||||
@@ -4293,7 +4162,7 @@ dependencies = [
|
|||||||
"pin-project-lite",
|
"pin-project-lite",
|
||||||
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|
"quinn-proto",
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||||||
"quinn-udp",
|
"quinn-udp",
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||||||
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||||||
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||||||
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"socket2 0.6.3",
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||||||
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|
"thiserror 2.0.18",
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||||||
@@ -4313,7 +4182,7 @@ dependencies = [
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|||||||
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|
"lru-slab",
|
||||||
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|
"rand 0.9.2",
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||||||
"ring",
|
"ring",
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||||||
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"rustc-hash",
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||||||
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||||||
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|
"rustls-pki-types",
|
||||||
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|
"slab",
|
||||||
@@ -4364,8 +4233,6 @@ version = "0.8.5"
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||||||
checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
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||||||
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||||||
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|
||||||
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|
||||||
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|
"rand_core 0.6.4",
|
||||||
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||||||
|
|
||||||
@@ -4375,18 +4242,19 @@ version = "0.9.2"
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||||||
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||||||
|
|
||||||
[[package]]
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[[package]]
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||||||
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||||||
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||||||
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|
||||||
[[package]]
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[[package]]
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||||||
@@ -4417,6 +4285,12 @@ dependencies = [
|
|||||||
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||||||
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]
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||||||
|
|
||||||
|
[[package]]
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||||||
|
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||||||
@@ -4732,12 +4606,6 @@ version = "0.1.27"
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||||||
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|
||||||
[[package]]
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|
||||||
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|
||||||
[[package]]
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[[package]]
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||||||
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||||||
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||||||
@@ -4851,63 +4719,6 @@ dependencies = [
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|||||||
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|
||||||
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|
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|
||||||
|
|
||||||
[[package]]
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|
||||||
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|
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|
||||||
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|
||||||
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|
||||||
"malachite-bigint",
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|
||||||
"rustpython-parser-core",
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|
||||||
"static_assertions",
|
|
||||||
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|
||||||
|
|
||||||
[[package]]
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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|
||||||
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||||||
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|
||||||
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|
||||||
"log",
|
|
||||||
"malachite-bigint",
|
|
||||||
"num-traits",
|
|
||||||
"phf",
|
|
||||||
"phf_codegen",
|
|
||||||
"rustc-hash 1.1.0",
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|
||||||
"rustpython-ast",
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|
||||||
"rustpython-parser-core",
|
|
||||||
"tiny-keccak",
|
|
||||||
"unic-emoji-char",
|
|
||||||
"unic-ucd-ident",
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|
||||||
"unicode_names2",
|
|
||||||
]
|
|
||||||
|
|
||||||
[[package]]
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|
||||||
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|
||||||
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|
||||||
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|
||||||
"is-macro",
|
|
||||||
"memchr",
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|
||||||
"rustpython-parser-vendored",
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|
||||||
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|
|
||||||
|
|
||||||
[[package]]
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|
||||||
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|
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|
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|
||||||
"memchr",
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|
||||||
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|
|
||||||
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|
||||||
|
|
||||||
[[package]]
|
[[package]]
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||||||
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|||||||
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||||||
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
|
|
||||||
@@ -5388,12 +5199,6 @@ version = "1.2.1"
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|||||||
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||||||
checksum = "6ce2be8dc25455e1f91df71bfa12ad37d7af1092ae736f3a6cd0e37bc7810596"
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checksum = "6ce2be8dc25455e1f91df71bfa12ad37d7af1092ae736f3a6cd0e37bc7810596"
|
||||||
|
|
||||||
[[package]]
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|
||||||
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|
||||||
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|
||||||
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|
||||||
[[package]]
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||||||
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|
name = "stop-words"
|
||||||
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|
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|
||||||
@@ -5403,6 +5208,12 @@ dependencies = [
|
|||||||
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|
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|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "streaming-iterator"
|
||||||
|
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|
||||||
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||||||
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|
||||||
[[package]]
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|
||||||
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|
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|
||||||
@@ -5739,15 +5550,6 @@ dependencies = [
|
|||||||
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|
"time-core",
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
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|
||||||
name = "tiny-keccak"
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|
||||||
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|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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|
||||||
"crunchy",
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|
||||||
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|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "tinystr"
|
name = "tinystr"
|
||||||
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|
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|
||||||
@@ -6053,6 +5855,46 @@ dependencies = [
|
|||||||
"tracing-log",
|
"tracing-log",
|
||||||
]
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "tree-sitter"
|
||||||
|
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||||||
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||||||
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||||||
|
dependencies = [
|
||||||
|
"cc",
|
||||||
|
"regex",
|
||||||
|
"regex-syntax",
|
||||||
|
"serde_json",
|
||||||
|
"streaming-iterator",
|
||||||
|
"tree-sitter-language",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "tree-sitter-language"
|
||||||
|
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|
||||||
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||||||
|
checksum = "009994f150cc0cd50ff54917d5bc8bffe8cad10ca10d81c34da2ec421ae61782"
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "tree-sitter-python"
|
||||||
|
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|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
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||||||
|
checksum = "6bf85fd39652e740bf60f46f4cda9492c3a9ad75880575bf14960f775cb74a1c"
|
||||||
|
dependencies = [
|
||||||
|
"cc",
|
||||||
|
"tree-sitter-language",
|
||||||
|
]
|
||||||
|
|
||||||
|
[[package]]
|
||||||
|
name = "tree-sitter-typescript"
|
||||||
|
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|
||||||
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
|
checksum = "6c5f76ed8d947a75cc446d5fccd8b602ebf0cde64ccf2ffa434d873d7a575eff"
|
||||||
|
dependencies = [
|
||||||
|
"cc",
|
||||||
|
"tree-sitter-language",
|
||||||
|
]
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "tree_magic_mini"
|
name = "tree_magic_mini"
|
||||||
version = "3.2.2"
|
version = "3.2.2"
|
||||||
@@ -6136,58 +5978,6 @@ dependencies = [
|
|||||||
"syn",
|
"syn",
|
||||||
]
|
]
|
||||||
|
|
||||||
[[package]]
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|
||||||
name = "unic-char-property"
|
|
||||||
version = "0.9.0"
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|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
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|
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checksum = "a8c57a407d9b6fa02b4795eb81c5b6652060a15a7903ea981f3d723e6c0be221"
|
|
||||||
dependencies = [
|
|
||||||
"unic-char-range",
|
|
||||||
]
|
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "unic-char-range"
|
|
||||||
version = "0.9.0"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "0398022d5f700414f6b899e10b8348231abf9173fa93144cbc1a43b9793c1fbc"
|
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "unic-common"
|
|
||||||
version = "0.9.0"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "80d7ff825a6a654ee85a63e80f92f054f904f21e7d12da4e22f9834a4aaa35bc"
|
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "unic-emoji-char"
|
|
||||||
version = "0.9.0"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "0b07221e68897210270a38bde4babb655869637af0f69407f96053a34f76494d"
|
|
||||||
dependencies = [
|
|
||||||
"unic-char-property",
|
|
||||||
"unic-char-range",
|
|
||||||
"unic-ucd-version",
|
|
||||||
]
|
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "unic-ucd-ident"
|
|
||||||
version = "0.9.0"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "e230a37c0381caa9219d67cf063aa3a375ffed5bf541a452db16e744bdab6987"
|
|
||||||
dependencies = [
|
|
||||||
"unic-char-property",
|
|
||||||
"unic-char-range",
|
|
||||||
"unic-ucd-version",
|
|
||||||
]
|
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "unic-ucd-version"
|
|
||||||
version = "0.9.0"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "96bd2f2237fe450fcd0a1d2f5f4e91711124f7857ba2e964247776ebeeb7b0c4"
|
|
||||||
dependencies = [
|
|
||||||
"unic-common",
|
|
||||||
]
|
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "unicase"
|
name = "unicase"
|
||||||
version = "2.9.0"
|
version = "2.9.0"
|
||||||
@@ -6224,28 +6014,6 @@ version = "0.2.6"
|
|||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||||
checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
|
checksum = "ebc1c04c71510c7f702b52b7c350734c9ff1295c464a03335b00bb84fc54f853"
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "unicode_names2"
|
|
||||||
version = "1.3.0"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "d1673eca9782c84de5f81b82e4109dcfb3611c8ba0d52930ec4a9478f547b2dd"
|
|
||||||
dependencies = [
|
|
||||||
"phf",
|
|
||||||
"unicode_names2_generator",
|
|
||||||
]
|
|
||||||
|
|
||||||
[[package]]
|
|
||||||
name = "unicode_names2_generator"
|
|
||||||
version = "1.3.0"
|
|
||||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
|
||||||
checksum = "b91e5b84611016120197efd7dc93ef76774f4e084cd73c9fb3ea4a86c570c56e"
|
|
||||||
dependencies = [
|
|
||||||
"getopts",
|
|
||||||
"log",
|
|
||||||
"phf_codegen",
|
|
||||||
"rand 0.8.5",
|
|
||||||
]
|
|
||||||
|
|
||||||
[[package]]
|
[[package]]
|
||||||
name = "universal-hash"
|
name = "universal-hash"
|
||||||
version = "0.5.1"
|
version = "0.5.1"
|
||||||
|
|||||||
+6
-4
@@ -91,14 +91,16 @@ strum_macros = "0.27.2"
|
|||||||
indoc = "2.0.6"
|
indoc = "2.0.6"
|
||||||
rmcp = { version = "0.16.0", features = ["client", "transport-child-process"] }
|
rmcp = { version = "0.16.0", features = ["client", "transport-child-process"] }
|
||||||
num_cpus = "1.17.0"
|
num_cpus = "1.17.0"
|
||||||
rustpython-parser = "0.4.0"
|
tree-sitter = "0.26.8"
|
||||||
rustpython-ast = "0.4.0"
|
tree-sitter-language = "0.1"
|
||||||
|
tree-sitter-python = "0.25.0"
|
||||||
|
tree-sitter-typescript = "0.23"
|
||||||
colored = "3.0.0"
|
colored = "3.0.0"
|
||||||
clap_complete = { version = "4.5.58", features = ["unstable-dynamic"] }
|
clap_complete = { version = "4.5.58", features = ["unstable-dynamic"] }
|
||||||
gman = "0.3.0"
|
gman = "0.4.1"
|
||||||
clap_complete_nushell = "4.5.9"
|
clap_complete_nushell = "4.5.9"
|
||||||
open = "5"
|
open = "5"
|
||||||
rand = "0.9.0"
|
rand = { version = "0.10.0", features = ["default"] }
|
||||||
url = "2.5.8"
|
url = "2.5.8"
|
||||||
|
|
||||||
[dependencies.reqwest]
|
[dependencies.reqwest]
|
||||||
|
|||||||
@@ -28,6 +28,7 @@ Coming from [AIChat](https://github.com/sigoden/aichat)? Follow the [migration g
|
|||||||
* [Function Calling](./docs/function-calling/TOOLS.md#Tools): Leverage function calling capabilities to extend Loki's functionality with custom tools
|
* [Function Calling](./docs/function-calling/TOOLS.md#Tools): Leverage function calling capabilities to extend Loki's functionality with custom tools
|
||||||
* [Creating Custom Tools](./docs/function-calling/CUSTOM-TOOLS.md): You can create your own custom tools to enhance Loki's capabilities.
|
* [Creating Custom Tools](./docs/function-calling/CUSTOM-TOOLS.md): You can create your own custom tools to enhance Loki's capabilities.
|
||||||
* [Create Custom Python Tools](./docs/function-calling/CUSTOM-TOOLS.md#custom-python-based-tools)
|
* [Create Custom Python Tools](./docs/function-calling/CUSTOM-TOOLS.md#custom-python-based-tools)
|
||||||
|
* [Create Custom TypeScript Tools](./docs/function-calling/CUSTOM-TOOLS.md#custom-typescript-based-tools)
|
||||||
* [Create Custom Bash Tools](./docs/function-calling/CUSTOM-BASH-TOOLS.md)
|
* [Create Custom Bash Tools](./docs/function-calling/CUSTOM-BASH-TOOLS.md)
|
||||||
* [Bash Prompt Utilities](./docs/function-calling/BASH-PROMPT-HELPERS.md)
|
* [Bash Prompt Utilities](./docs/function-calling/BASH-PROMPT-HELPERS.md)
|
||||||
* [First-Class MCP Server Support](./docs/function-calling/MCP-SERVERS.md): Easily connect and interact with MCP servers for advanced functionality.
|
* [First-Class MCP Server Support](./docs/function-calling/MCP-SERVERS.md): Easily connect and interact with MCP servers for advanced functionality.
|
||||||
|
|||||||
@@ -0,0 +1,189 @@
|
|||||||
|
#!/usr/bin/env tsx
|
||||||
|
|
||||||
|
// Usage: ./{agent_name}.ts <agent-func> <agent-data>
|
||||||
|
|
||||||
|
import { readFileSync, writeFileSync, existsSync } from "fs";
|
||||||
|
import { join } from "path";
|
||||||
|
import { pathToFileURL } from "url";
|
||||||
|
|
||||||
|
async function main(): Promise<void> {
|
||||||
|
const { agentFunc, rawData } = parseArgv();
|
||||||
|
const agentData = parseRawData(rawData);
|
||||||
|
|
||||||
|
const configDir = "{config_dir}";
|
||||||
|
setupEnv(configDir, agentFunc);
|
||||||
|
|
||||||
|
const agentToolsPath = join(configDir, "agents", "{agent_name}", "tools.ts");
|
||||||
|
await run(agentToolsPath, agentFunc, agentData);
|
||||||
|
}
|
||||||
|
|
||||||
|
function parseRawData(data: string): Record<string, unknown> {
|
||||||
|
if (!data) {
|
||||||
|
throw new Error("No JSON data");
|
||||||
|
}
|
||||||
|
|
||||||
|
try {
|
||||||
|
return JSON.parse(data);
|
||||||
|
} catch {
|
||||||
|
throw new Error("Invalid JSON data");
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
function parseArgv(): { agentFunc: string; rawData: string } {
|
||||||
|
const agentFunc = process.argv[2];
|
||||||
|
|
||||||
|
const toolDataFile = process.env["LLM_TOOL_DATA_FILE"];
|
||||||
|
let agentData: string;
|
||||||
|
if (toolDataFile && existsSync(toolDataFile)) {
|
||||||
|
agentData = readFileSync(toolDataFile, "utf-8");
|
||||||
|
} else {
|
||||||
|
agentData = process.argv[3];
|
||||||
|
}
|
||||||
|
|
||||||
|
if (!agentFunc || !agentData) {
|
||||||
|
process.stderr.write("Usage: ./{agent_name}.ts <agent-func> <agent-data>\n");
|
||||||
|
process.exit(1);
|
||||||
|
}
|
||||||
|
|
||||||
|
return { agentFunc, rawData: agentData };
|
||||||
|
}
|
||||||
|
|
||||||
|
function setupEnv(configDir: string, agentFunc: string): void {
|
||||||
|
loadEnv(join(configDir, ".env"));
|
||||||
|
process.env["LLM_ROOT_DIR"] = configDir;
|
||||||
|
process.env["LLM_AGENT_NAME"] = "{agent_name}";
|
||||||
|
process.env["LLM_AGENT_FUNC"] = agentFunc;
|
||||||
|
process.env["LLM_AGENT_ROOT_DIR"] = join(configDir, "agents", "{agent_name}");
|
||||||
|
process.env["LLM_AGENT_CACHE_DIR"] = join(configDir, "cache", "{agent_name}");
|
||||||
|
}
|
||||||
|
|
||||||
|
function loadEnv(filePath: string): void {
|
||||||
|
let lines: string[];
|
||||||
|
try {
|
||||||
|
lines = readFileSync(filePath, "utf-8").split("\n");
|
||||||
|
} catch {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
for (const raw of lines) {
|
||||||
|
const line = raw.trim();
|
||||||
|
if (line.startsWith("#") || !line) {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
const eqIdx = line.indexOf("=");
|
||||||
|
if (eqIdx === -1) {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
const key = line.slice(0, eqIdx).trim();
|
||||||
|
if (key in process.env) {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
let value = line.slice(eqIdx + 1).trim();
|
||||||
|
if (
|
||||||
|
(value.startsWith('"') && value.endsWith('"')) ||
|
||||||
|
(value.startsWith("'") && value.endsWith("'"))
|
||||||
|
) {
|
||||||
|
value = value.slice(1, -1);
|
||||||
|
}
|
||||||
|
process.env[key] = value;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
function extractParamNames(fn: Function): string[] {
|
||||||
|
const src = fn.toString();
|
||||||
|
const match = src.match(/^(?:async\s+)?function\s*\w*\s*\(([^)]*)\)/);
|
||||||
|
if (!match) {
|
||||||
|
return [];
|
||||||
|
}
|
||||||
|
return match[1]
|
||||||
|
.split(",")
|
||||||
|
.map((p) => p.trim().replace(/[:=?].*/s, "").trim())
|
||||||
|
.filter(Boolean);
|
||||||
|
}
|
||||||
|
|
||||||
|
function spreadArgs(
|
||||||
|
fn: Function,
|
||||||
|
data: Record<string, unknown>,
|
||||||
|
): unknown[] {
|
||||||
|
const names = extractParamNames(fn);
|
||||||
|
if (names.length === 0) {
|
||||||
|
return [];
|
||||||
|
}
|
||||||
|
return names.map((name) => data[name]);
|
||||||
|
}
|
||||||
|
|
||||||
|
async function run(
|
||||||
|
agentPath: string,
|
||||||
|
agentFunc: string,
|
||||||
|
agentData: Record<string, unknown>,
|
||||||
|
): Promise<void> {
|
||||||
|
const mod = await import(pathToFileURL(agentPath).href);
|
||||||
|
|
||||||
|
if (typeof mod[agentFunc] !== "function") {
|
||||||
|
throw new Error(`No module function '${agentFunc}' at '${agentPath}'`);
|
||||||
|
}
|
||||||
|
|
||||||
|
const fn = mod[agentFunc] as Function;
|
||||||
|
const args = spreadArgs(fn, agentData);
|
||||||
|
const value = await fn(...args);
|
||||||
|
returnToLlm(value);
|
||||||
|
dumpResult(`{agent_name}:${agentFunc}`);
|
||||||
|
}
|
||||||
|
|
||||||
|
function returnToLlm(value: unknown): void {
|
||||||
|
if (value === null || value === undefined) {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
const output = process.env["LLM_OUTPUT"];
|
||||||
|
const write = (s: string) => {
|
||||||
|
if (output) {
|
||||||
|
writeFileSync(output, s, "utf-8");
|
||||||
|
} else {
|
||||||
|
process.stdout.write(s);
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
|
if (typeof value === "string" || typeof value === "number" || typeof value === "boolean") {
|
||||||
|
write(String(value));
|
||||||
|
} else if (typeof value === "object") {
|
||||||
|
write(JSON.stringify(value, null, 2));
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
function dumpResult(name: string): void {
|
||||||
|
const dumpResults = process.env["LLM_DUMP_RESULTS"];
|
||||||
|
const llmOutput = process.env["LLM_OUTPUT"];
|
||||||
|
|
||||||
|
if (!dumpResults || !llmOutput || !process.stdout.isTTY) {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
try {
|
||||||
|
const pattern = new RegExp(`\\b(${dumpResults})\\b`);
|
||||||
|
if (!pattern.test(name)) {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
} catch {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
let data: string;
|
||||||
|
try {
|
||||||
|
data = readFileSync(llmOutput, "utf-8");
|
||||||
|
} catch {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
process.stdout.write(
|
||||||
|
`\x1b[2m----------------------\n${data}\n----------------------\x1b[0m\n`,
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
main().catch((err) => {
|
||||||
|
process.stderr.write(`${err}\n`);
|
||||||
|
process.exit(1);
|
||||||
|
});
|
||||||
@@ -0,0 +1,184 @@
|
|||||||
|
#!/usr/bin/env tsx
|
||||||
|
|
||||||
|
// Usage: ./{function_name}.ts <tool-data>
|
||||||
|
|
||||||
|
import { readFileSync, writeFileSync, existsSync } from "fs";
|
||||||
|
import { join } from "path";
|
||||||
|
import { pathToFileURL } from "url";
|
||||||
|
|
||||||
|
async function main(): Promise<void> {
|
||||||
|
const rawData = parseArgv();
|
||||||
|
const toolData = parseRawData(rawData);
|
||||||
|
|
||||||
|
const rootDir = "{root_dir}";
|
||||||
|
setupEnv(rootDir);
|
||||||
|
|
||||||
|
const toolPath = "{tool_path}.ts";
|
||||||
|
await run(toolPath, "run", toolData);
|
||||||
|
}
|
||||||
|
|
||||||
|
function parseRawData(data: string): Record<string, unknown> {
|
||||||
|
if (!data) {
|
||||||
|
throw new Error("No JSON data");
|
||||||
|
}
|
||||||
|
|
||||||
|
try {
|
||||||
|
return JSON.parse(data);
|
||||||
|
} catch {
|
||||||
|
throw new Error("Invalid JSON data");
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
function parseArgv(): string {
|
||||||
|
const toolDataFile = process.env["LLM_TOOL_DATA_FILE"];
|
||||||
|
if (toolDataFile && existsSync(toolDataFile)) {
|
||||||
|
return readFileSync(toolDataFile, "utf-8");
|
||||||
|
}
|
||||||
|
|
||||||
|
const toolData = process.argv[2];
|
||||||
|
|
||||||
|
if (!toolData) {
|
||||||
|
process.stderr.write("Usage: ./{function_name}.ts <tool-data>\n");
|
||||||
|
process.exit(1);
|
||||||
|
}
|
||||||
|
|
||||||
|
return toolData;
|
||||||
|
}
|
||||||
|
|
||||||
|
function setupEnv(rootDir: string): void {
|
||||||
|
loadEnv(join(rootDir, ".env"));
|
||||||
|
process.env["LLM_ROOT_DIR"] = rootDir;
|
||||||
|
process.env["LLM_TOOL_NAME"] = "{function_name}";
|
||||||
|
process.env["LLM_TOOL_CACHE_DIR"] = join(rootDir, "cache", "{function_name}");
|
||||||
|
}
|
||||||
|
|
||||||
|
function loadEnv(filePath: string): void {
|
||||||
|
let lines: string[];
|
||||||
|
try {
|
||||||
|
lines = readFileSync(filePath, "utf-8").split("\n");
|
||||||
|
} catch {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
for (const raw of lines) {
|
||||||
|
const line = raw.trim();
|
||||||
|
if (line.startsWith("#") || !line) {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
const eqIdx = line.indexOf("=");
|
||||||
|
if (eqIdx === -1) {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
const key = line.slice(0, eqIdx).trim();
|
||||||
|
if (key in process.env) {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
let value = line.slice(eqIdx + 1).trim();
|
||||||
|
if (
|
||||||
|
(value.startsWith('"') && value.endsWith('"')) ||
|
||||||
|
(value.startsWith("'") && value.endsWith("'"))
|
||||||
|
) {
|
||||||
|
value = value.slice(1, -1);
|
||||||
|
}
|
||||||
|
process.env[key] = value;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
function extractParamNames(fn: Function): string[] {
|
||||||
|
const src = fn.toString();
|
||||||
|
const match = src.match(/^(?:async\s+)?function\s*\w*\s*\(([^)]*)\)/);
|
||||||
|
if (!match) {
|
||||||
|
return [];
|
||||||
|
}
|
||||||
|
return match[1]
|
||||||
|
.split(",")
|
||||||
|
.map((p) => p.trim().replace(/[:=?].*/s, "").trim())
|
||||||
|
.filter(Boolean);
|
||||||
|
}
|
||||||
|
|
||||||
|
function spreadArgs(
|
||||||
|
fn: Function,
|
||||||
|
data: Record<string, unknown>,
|
||||||
|
): unknown[] {
|
||||||
|
const names = extractParamNames(fn);
|
||||||
|
if (names.length === 0) {
|
||||||
|
return [];
|
||||||
|
}
|
||||||
|
return names.map((name) => data[name]);
|
||||||
|
}
|
||||||
|
|
||||||
|
async function run(
|
||||||
|
toolPath: string,
|
||||||
|
toolFunc: string,
|
||||||
|
toolData: Record<string, unknown>,
|
||||||
|
): Promise<void> {
|
||||||
|
const mod = await import(pathToFileURL(toolPath).href);
|
||||||
|
|
||||||
|
if (typeof mod[toolFunc] !== "function") {
|
||||||
|
throw new Error(`No module function '${toolFunc}' at '${toolPath}'`);
|
||||||
|
}
|
||||||
|
|
||||||
|
const fn = mod[toolFunc] as Function;
|
||||||
|
const args = spreadArgs(fn, toolData);
|
||||||
|
const value = await fn(...args);
|
||||||
|
returnToLlm(value);
|
||||||
|
dumpResult("{function_name}");
|
||||||
|
}
|
||||||
|
|
||||||
|
function returnToLlm(value: unknown): void {
|
||||||
|
if (value === null || value === undefined) {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
const output = process.env["LLM_OUTPUT"];
|
||||||
|
const write = (s: string) => {
|
||||||
|
if (output) {
|
||||||
|
writeFileSync(output, s, "utf-8");
|
||||||
|
} else {
|
||||||
|
process.stdout.write(s);
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
|
if (typeof value === "string" || typeof value === "number" || typeof value === "boolean") {
|
||||||
|
write(String(value));
|
||||||
|
} else if (typeof value === "object") {
|
||||||
|
write(JSON.stringify(value, null, 2));
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
function dumpResult(name: string): void {
|
||||||
|
const dumpResults = process.env["LLM_DUMP_RESULTS"];
|
||||||
|
const llmOutput = process.env["LLM_OUTPUT"];
|
||||||
|
|
||||||
|
if (!dumpResults || !llmOutput || !process.stdout.isTTY) {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
try {
|
||||||
|
const pattern = new RegExp(`\\b(${dumpResults})\\b`);
|
||||||
|
if (!pattern.test(name)) {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
} catch {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
let data: string;
|
||||||
|
try {
|
||||||
|
data = readFileSync(llmOutput, "utf-8");
|
||||||
|
} catch {
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
process.stdout.write(
|
||||||
|
`\x1b[2m----------------------\n${data}\n----------------------\x1b[0m\n`,
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
main().catch((err) => {
|
||||||
|
process.stderr.write(`${err}\n`);
|
||||||
|
process.exit(1);
|
||||||
|
});
|
||||||
@@ -1,6 +1,7 @@
|
|||||||
import os
|
import os
|
||||||
from typing import List, Literal, Optional
|
from typing import List, Literal, Optional
|
||||||
|
|
||||||
|
|
||||||
def run(
|
def run(
|
||||||
string: str,
|
string: str,
|
||||||
string_enum: Literal["foo", "bar"],
|
string_enum: Literal["foo", "bar"],
|
||||||
@@ -9,26 +10,38 @@ def run(
|
|||||||
number: float,
|
number: float,
|
||||||
array: List[str],
|
array: List[str],
|
||||||
string_optional: Optional[str] = None,
|
string_optional: Optional[str] = None,
|
||||||
|
integer_with_default: int = 42,
|
||||||
|
boolean_with_default: bool = True,
|
||||||
|
number_with_default: float = 3.14,
|
||||||
|
string_with_default: str = "hello",
|
||||||
array_optional: Optional[List[str]] = None,
|
array_optional: Optional[List[str]] = None,
|
||||||
):
|
):
|
||||||
"""Demonstrates how to create a tool using Python and how to use comments.
|
"""Demonstrates all supported Python parameter types and variations.
|
||||||
Args:
|
Args:
|
||||||
string: Define a required string property
|
string: A required string property
|
||||||
string_enum: Define a required string property with enum
|
string_enum: A required string property constrained to specific values
|
||||||
boolean: Define a required boolean property
|
boolean: A required boolean property
|
||||||
integer: Define a required integer property
|
integer: A required integer property
|
||||||
number: Define a required number property
|
number: A required number (float) property
|
||||||
array: Define a required string array property
|
array: A required string array property
|
||||||
string_optional: Define an optional string property
|
string_optional: An optional string property (Optional[str] with None default)
|
||||||
array_optional: Define an optional string array property
|
integer_with_default: An optional integer with a non-None default value
|
||||||
|
boolean_with_default: An optional boolean with a default value
|
||||||
|
number_with_default: An optional number with a default value
|
||||||
|
string_with_default: An optional string with a default value
|
||||||
|
array_optional: An optional string array property
|
||||||
"""
|
"""
|
||||||
output = f"""string: {string}
|
output = f"""string: {string}
|
||||||
string_enum: {string_enum}
|
string_enum: {string_enum}
|
||||||
string_optional: {string_optional}
|
|
||||||
boolean: {boolean}
|
boolean: {boolean}
|
||||||
integer: {integer}
|
integer: {integer}
|
||||||
number: {number}
|
number: {number}
|
||||||
array: {array}
|
array: {array}
|
||||||
|
string_optional: {string_optional}
|
||||||
|
integer_with_default: {integer_with_default}
|
||||||
|
boolean_with_default: {boolean_with_default}
|
||||||
|
number_with_default: {number_with_default}
|
||||||
|
string_with_default: {string_with_default}
|
||||||
array_optional: {array_optional}"""
|
array_optional: {array_optional}"""
|
||||||
|
|
||||||
for key, value in os.environ.items():
|
for key, value in os.environ.items():
|
||||||
|
|||||||
@@ -0,0 +1,53 @@
|
|||||||
|
/**
|
||||||
|
* Demonstrates all supported TypeScript parameter types and variations.
|
||||||
|
*
|
||||||
|
* @param string - A required string property
|
||||||
|
* @param string_enum - A required string property constrained to specific values
|
||||||
|
* @param boolean - A required boolean property
|
||||||
|
* @param number - A required number property
|
||||||
|
* @param array_bracket - A required string array using bracket syntax
|
||||||
|
* @param array_generic - A required string array using generic syntax
|
||||||
|
* @param string_optional - An optional string using the question mark syntax
|
||||||
|
* @param string_nullable - An optional string using the union-with-null syntax
|
||||||
|
* @param number_with_default - An optional number with a default value
|
||||||
|
* @param boolean_with_default - An optional boolean with a default value
|
||||||
|
* @param string_with_default - An optional string with a default value
|
||||||
|
* @param array_optional - An optional string array using the question mark syntax
|
||||||
|
*/
|
||||||
|
export function run(
|
||||||
|
string: string,
|
||||||
|
string_enum: "foo" | "bar",
|
||||||
|
boolean: boolean,
|
||||||
|
number: number,
|
||||||
|
array_bracket: string[],
|
||||||
|
array_generic: Array<string>,
|
||||||
|
string_optional?: string,
|
||||||
|
string_nullable: string | null = null,
|
||||||
|
number_with_default: number = 42,
|
||||||
|
boolean_with_default: boolean = true,
|
||||||
|
string_with_default: string = "hello",
|
||||||
|
array_optional?: string[],
|
||||||
|
): string {
|
||||||
|
const parts = [
|
||||||
|
`string: ${string}`,
|
||||||
|
`string_enum: ${string_enum}`,
|
||||||
|
`boolean: ${boolean}`,
|
||||||
|
`number: ${number}`,
|
||||||
|
`array_bracket: ${JSON.stringify(array_bracket)}`,
|
||||||
|
`array_generic: ${JSON.stringify(array_generic)}`,
|
||||||
|
`string_optional: ${string_optional}`,
|
||||||
|
`string_nullable: ${string_nullable}`,
|
||||||
|
`number_with_default: ${number_with_default}`,
|
||||||
|
`boolean_with_default: ${boolean_with_default}`,
|
||||||
|
`string_with_default: ${string_with_default}`,
|
||||||
|
`array_optional: ${JSON.stringify(array_optional)}`,
|
||||||
|
];
|
||||||
|
|
||||||
|
for (const [key, value] of Object.entries(process.env)) {
|
||||||
|
if (key.startsWith("LLM_")) {
|
||||||
|
parts.push(`${key}: ${value}`);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
return parts.join("\n");
|
||||||
|
}
|
||||||
@@ -0,0 +1,24 @@
|
|||||||
|
#!/usr/bin/env tsx
|
||||||
|
|
||||||
|
import { appendFileSync, mkdirSync } from "fs";
|
||||||
|
import { dirname } from "path";
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Get the current weather in a given location
|
||||||
|
* @param location - The city and optionally the state or country (e.g., "London", "San Francisco, CA").
|
||||||
|
*/
|
||||||
|
export async function run(location: string): string {
|
||||||
|
const encoded = encodeURIComponent(location);
|
||||||
|
const url = `https://wttr.in/${encoded}?format=4`;
|
||||||
|
|
||||||
|
const resp = await fetch(url);
|
||||||
|
const data = await resp.text();
|
||||||
|
|
||||||
|
const dest = process.env["LLM_OUTPUT"] ?? "/dev/stdout";
|
||||||
|
if (dest !== "-" && dest !== "/dev/stdout") {
|
||||||
|
mkdirSync(dirname(dest), { recursive: true });
|
||||||
|
appendFileSync(dest, data, "utf-8");
|
||||||
|
}
|
||||||
|
|
||||||
|
return data;
|
||||||
|
}
|
||||||
@@ -46,6 +46,7 @@ enabled_tools: null # Which tools to enable by default. (e.g. 'fs,w
|
|||||||
visible_tools: # Which tools are visible to be compiled (and are thus able to be defined in 'enabled_tools')
|
visible_tools: # Which tools are visible to be compiled (and are thus able to be defined in 'enabled_tools')
|
||||||
# - demo_py.py
|
# - demo_py.py
|
||||||
# - demo_sh.sh
|
# - demo_sh.sh
|
||||||
|
# - demo_ts.ts
|
||||||
- execute_command.sh
|
- execute_command.sh
|
||||||
# - execute_py_code.py
|
# - execute_py_code.py
|
||||||
# - execute_sql_code.sh
|
# - execute_sql_code.sh
|
||||||
@@ -61,6 +62,7 @@ visible_tools: # Which tools are visible to be compiled (and a
|
|||||||
# - fs_write.sh
|
# - fs_write.sh
|
||||||
- get_current_time.sh
|
- get_current_time.sh
|
||||||
# - get_current_weather.py
|
# - get_current_weather.py
|
||||||
|
# - get_current_weather.ts
|
||||||
- get_current_weather.sh
|
- get_current_weather.sh
|
||||||
- query_jira_issues.sh
|
- query_jira_issues.sh
|
||||||
# - search_arxiv.sh
|
# - search_arxiv.sh
|
||||||
|
|||||||
+62
-9
@@ -33,6 +33,7 @@ If you're looking for more example agents, refer to the [built-in agents](../ass
|
|||||||
- [.env File Support](#env-file-support)
|
- [.env File Support](#env-file-support)
|
||||||
- [Python-Based Agent Tools](#python-based-agent-tools)
|
- [Python-Based Agent Tools](#python-based-agent-tools)
|
||||||
- [Bash-Based Agent Tools](#bash-based-agent-tools)
|
- [Bash-Based Agent Tools](#bash-based-agent-tools)
|
||||||
|
- [TypeScript-Based Agent Tools](#typescript-based-agent-tools)
|
||||||
- [5. Conversation Starters](#5-conversation-starters)
|
- [5. Conversation Starters](#5-conversation-starters)
|
||||||
- [6. Todo System & Auto-Continuation](#6-todo-system--auto-continuation)
|
- [6. Todo System & Auto-Continuation](#6-todo-system--auto-continuation)
|
||||||
- [7. Sub-Agent Spawning System](#7-sub-agent-spawning-system)
|
- [7. Sub-Agent Spawning System](#7-sub-agent-spawning-system)
|
||||||
@@ -62,10 +63,12 @@ Agent configurations often have the following directory structure:
|
|||||||
├── tools.sh
|
├── tools.sh
|
||||||
or
|
or
|
||||||
├── tools.py
|
├── tools.py
|
||||||
|
or
|
||||||
|
├── tools.ts
|
||||||
```
|
```
|
||||||
|
|
||||||
This means that agent configurations often are only two files: the agent configuration file (`config.yaml`), and the
|
This means that agent configurations often are only two files: the agent configuration file (`config.yaml`), and the
|
||||||
tool definitions (`agents/my-agent/tools.sh` or `tools.py`).
|
tool definitions (`agents/my-agent/tools.sh`, `tools.py`, or `tools.ts`).
|
||||||
|
|
||||||
To see a full example configuration file, refer to the [example agent config file](../config.agent.example.yaml).
|
To see a full example configuration file, refer to the [example agent config file](../config.agent.example.yaml).
|
||||||
|
|
||||||
@@ -114,10 +117,10 @@ isolated environment, so in order for an agent to use a tool or MCP server that
|
|||||||
explicitly state which tools and/or MCP servers the agent uses. Otherwise, it is assumed that the agent doesn't use any
|
explicitly state which tools and/or MCP servers the agent uses. Otherwise, it is assumed that the agent doesn't use any
|
||||||
tools outside its own custom defined tools.
|
tools outside its own custom defined tools.
|
||||||
|
|
||||||
And if you don't define a `agents/my-agent/tools.sh` or `agents/my-agent/tools.py`, then the agent is really just a
|
And if you don't define a `agents/my-agent/tools.sh`, `agents/my-agent/tools.py`, or `agents/my-agent/tools.ts`, then the agent is really just a
|
||||||
`role`.
|
`role`.
|
||||||
|
|
||||||
You'll notice there's no settings for agent-specific tooling. This is because they are handled separately and
|
You'll notice there are no settings for agent-specific tooling. This is because they are handled separately and
|
||||||
automatically. See the [Building Tools for Agents](#4-building-tools-for-agents) section below for more information.
|
automatically. See the [Building Tools for Agents](#4-building-tools-for-agents) section below for more information.
|
||||||
|
|
||||||
To see a full example configuration file, refer to the [example agent config file](../config.agent.example.yaml).
|
To see a full example configuration file, refer to the [example agent config file](../config.agent.example.yaml).
|
||||||
@@ -205,7 +208,7 @@ variables:
|
|||||||
### Dynamic Instructions
|
### Dynamic Instructions
|
||||||
Sometimes you may find it useful to dynamically generate instructions on startup. Whether that be via a call to Loki
|
Sometimes you may find it useful to dynamically generate instructions on startup. Whether that be via a call to Loki
|
||||||
itself to generate them, or by some other means. Loki supports this type of behavior using a special function defined
|
itself to generate them, or by some other means. Loki supports this type of behavior using a special function defined
|
||||||
in your `agents/my-agent/tools.py` or `agents/my-agent/tools.sh`.
|
in your `agents/my-agent/tools.py`, `agents/my-agent/tools.sh`, or `agents/my-agent/tools.ts`.
|
||||||
|
|
||||||
**Example: Instructions for a JSON-reader agent that specializes on each JSON input it receives**
|
**Example: Instructions for a JSON-reader agent that specializes on each JSON input it receives**
|
||||||
`agents/json-reader/tools.py`:
|
`agents/json-reader/tools.py`:
|
||||||
@@ -306,8 +309,8 @@ EOF
|
|||||||
}
|
}
|
||||||
```
|
```
|
||||||
|
|
||||||
For more information on how to create custom tools for your agent and the structure of the `agent/my-agent/tools.sh` or
|
For more information on how to create custom tools for your agent and the structure of the `agent/my-agent/tools.sh`,
|
||||||
`agent/my-agent/tools.py` files, refer to the [Building Tools for Agents](#4-building-tools-for-agents) section below.
|
`agent/my-agent/tools.py`, or `agent/my-agent/tools.ts` files, refer to the [Building Tools for Agents](#4-building-tools-for-agents) section below.
|
||||||
|
|
||||||
#### Variables
|
#### Variables
|
||||||
All the same variable interpolations supported by static instructions is also supported by dynamic instructions. For
|
All the same variable interpolations supported by static instructions is also supported by dynamic instructions. For
|
||||||
@@ -337,10 +340,11 @@ defining a single function that gets executed at runtime (e.g. `main` for bash t
|
|||||||
tools define a number of *subcommands*.
|
tools define a number of *subcommands*.
|
||||||
|
|
||||||
### Limitations
|
### Limitations
|
||||||
You can only utilize either a bash-based `<loki-config-dir>/agents/my-agent/tools.sh` or a Python-based
|
You can only utilize one of: a bash-based `<loki-config-dir>/agents/my-agent/tools.sh`, a Python-based
|
||||||
`<loki-config-dir>/agents/my-agent/tools.py`. However, if it's easier to achieve a task in one language vs the other,
|
`<loki-config-dir>/agents/my-agent/tools.py`, or a TypeScript-based `<loki-config-dir>/agents/my-agent/tools.ts`.
|
||||||
|
However, if it's easier to achieve a task in one language vs the other,
|
||||||
you're free to define other scripts in your agent's configuration directory and reference them from the main
|
you're free to define other scripts in your agent's configuration directory and reference them from the main
|
||||||
`tools.py/sh` file. **Any scripts *not* named `tools.{py,sh}` will not be picked up by Loki's compiler**, meaning they
|
tools file. **Any scripts *not* named `tools.{py,sh,ts}` will not be picked up by Loki's compiler**, meaning they
|
||||||
can be used like any other set of scripts.
|
can be used like any other set of scripts.
|
||||||
|
|
||||||
It's important to keep in mind the following:
|
It's important to keep in mind the following:
|
||||||
@@ -428,6 +432,55 @@ the same syntax ad formatting as is used to create custom bash tools globally.
|
|||||||
For more information on how to write, [build and test](function-calling/CUSTOM-BASH-TOOLS.md#execute-and-test-your-bash-tools) tools in bash, refer to the
|
For more information on how to write, [build and test](function-calling/CUSTOM-BASH-TOOLS.md#execute-and-test-your-bash-tools) tools in bash, refer to the
|
||||||
[custom bash tools documentation](function-calling/CUSTOM-BASH-TOOLS.md).
|
[custom bash tools documentation](function-calling/CUSTOM-BASH-TOOLS.md).
|
||||||
|
|
||||||
|
### TypeScript-Based Agent Tools
|
||||||
|
TypeScript-based agent tools work exactly the same as TypeScript global tools. Instead of a single `run` function,
|
||||||
|
you define as many exported functions as you like. Non-exported functions are private helpers and are invisible to the
|
||||||
|
LLM.
|
||||||
|
|
||||||
|
**Example:**
|
||||||
|
`agents/my-agent/tools.ts`
|
||||||
|
```typescript
|
||||||
|
/**
|
||||||
|
* Get your IP information
|
||||||
|
*/
|
||||||
|
export async function get_ip_info(): Promise<string> {
|
||||||
|
const resp = await fetch("https://httpbin.org/ip");
|
||||||
|
return await resp.text();
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Find your public IP address using AWS
|
||||||
|
*/
|
||||||
|
export async function get_ip_address_from_aws(): Promise<string> {
|
||||||
|
const resp = await fetch("https://checkip.amazonaws.com");
|
||||||
|
return await resp.text();
|
||||||
|
}
|
||||||
|
|
||||||
|
// Non-exported helper — invisible to the LLM
|
||||||
|
function formatResponse(data: string): string {
|
||||||
|
return data.trim();
|
||||||
|
}
|
||||||
|
```
|
||||||
|
|
||||||
|
Loki automatically compiles each exported function as a separate tool for the LLM to call. Just make sure you
|
||||||
|
follow the same JSDoc and parameter conventions as you would when creating custom TypeScript tools.
|
||||||
|
|
||||||
|
TypeScript agent tools also support dynamic instructions via an exported `_instructions()` function:
|
||||||
|
|
||||||
|
```typescript
|
||||||
|
import { readFileSync } from "fs";
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Generates instructions for the agent dynamically
|
||||||
|
*/
|
||||||
|
export function _instructions(): string {
|
||||||
|
const schema = readFileSync("schema.json", "utf-8");
|
||||||
|
return `You are an AI agent that works with the following schema:\n${schema}`;
|
||||||
|
}
|
||||||
|
```
|
||||||
|
|
||||||
|
For more information on how to build tools in TypeScript, refer to the [custom TypeScript tools documentation](function-calling/CUSTOM-TOOLS.md#custom-typescript-based-tools).
|
||||||
|
|
||||||
## 5. Conversation Starters
|
## 5. Conversation Starters
|
||||||
It's often helpful to also have some conversation starters so users know what kinds of things the agent is capable of
|
It's often helpful to also have some conversation starters so users know what kinds of things the agent is capable of
|
||||||
doing. These are available in the REPL via the `.starter` command and are selectable.
|
doing. These are available in the REPL via the `.starter` command and are selectable.
|
||||||
|
|||||||
@@ -10,6 +10,8 @@ into your Loki setup. This document provides a guide on how to create and use cu
|
|||||||
- [Environment Variables](#environment-variables)
|
- [Environment Variables](#environment-variables)
|
||||||
- [Custom Bash-Based Tools](#custom-bash-based-tools)
|
- [Custom Bash-Based Tools](#custom-bash-based-tools)
|
||||||
- [Custom Python-Based Tools](#custom-python-based-tools)
|
- [Custom Python-Based Tools](#custom-python-based-tools)
|
||||||
|
- [Custom TypeScript-Based Tools](#custom-typescript-based-tools)
|
||||||
|
- [Custom Runtime](#custom-runtime)
|
||||||
<!--toc:end-->
|
<!--toc:end-->
|
||||||
|
|
||||||
---
|
---
|
||||||
@@ -19,9 +21,10 @@ Loki supports custom tools written in the following programming languages:
|
|||||||
|
|
||||||
* Python
|
* Python
|
||||||
* Bash
|
* Bash
|
||||||
|
* TypeScript
|
||||||
|
|
||||||
## Creating a Custom Tool
|
## Creating a Custom Tool
|
||||||
All tools are created as scripts in either Python or Bash. They should be placed in the `functions/tools` directory.
|
All tools are created as scripts in either Python, Bash, or TypeScript. They should be placed in the `functions/tools` directory.
|
||||||
The location of the `functions` directory varies between systems, so you can use the following command to locate
|
The location of the `functions` directory varies between systems, so you can use the following command to locate
|
||||||
your `functions` directory:
|
your `functions` directory:
|
||||||
|
|
||||||
@@ -81,6 +84,7 @@ Loki and demonstrates how to create a Python-based tool:
|
|||||||
import os
|
import os
|
||||||
from typing import List, Literal, Optional
|
from typing import List, Literal, Optional
|
||||||
|
|
||||||
|
|
||||||
def run(
|
def run(
|
||||||
string: str,
|
string: str,
|
||||||
string_enum: Literal["foo", "bar"],
|
string_enum: Literal["foo", "bar"],
|
||||||
@@ -89,26 +93,38 @@ def run(
|
|||||||
number: float,
|
number: float,
|
||||||
array: List[str],
|
array: List[str],
|
||||||
string_optional: Optional[str] = None,
|
string_optional: Optional[str] = None,
|
||||||
|
integer_with_default: int = 42,
|
||||||
|
boolean_with_default: bool = True,
|
||||||
|
number_with_default: float = 3.14,
|
||||||
|
string_with_default: str = "hello",
|
||||||
array_optional: Optional[List[str]] = None,
|
array_optional: Optional[List[str]] = None,
|
||||||
):
|
):
|
||||||
"""Demonstrates how to create a tool using Python and how to use comments.
|
"""Demonstrates all supported Python parameter types and variations.
|
||||||
Args:
|
Args:
|
||||||
string: Define a required string property
|
string: A required string property
|
||||||
string_enum: Define a required string property with enum
|
string_enum: A required string property constrained to specific values
|
||||||
boolean: Define a required boolean property
|
boolean: A required boolean property
|
||||||
integer: Define a required integer property
|
integer: A required integer property
|
||||||
number: Define a required number property
|
number: A required number (float) property
|
||||||
array: Define a required string array property
|
array: A required string array property
|
||||||
string_optional: Define an optional string property
|
string_optional: An optional string property (Optional[str] with None default)
|
||||||
array_optional: Define an optional string array property
|
integer_with_default: An optional integer with a non-None default value
|
||||||
|
boolean_with_default: An optional boolean with a default value
|
||||||
|
number_with_default: An optional number with a default value
|
||||||
|
string_with_default: An optional string with a default value
|
||||||
|
array_optional: An optional string array property
|
||||||
"""
|
"""
|
||||||
output = f"""string: {string}
|
output = f"""string: {string}
|
||||||
string_enum: {string_enum}
|
string_enum: {string_enum}
|
||||||
string_optional: {string_optional}
|
|
||||||
boolean: {boolean}
|
boolean: {boolean}
|
||||||
integer: {integer}
|
integer: {integer}
|
||||||
number: {number}
|
number: {number}
|
||||||
array: {array}
|
array: {array}
|
||||||
|
string_optional: {string_optional}
|
||||||
|
integer_with_default: {integer_with_default}
|
||||||
|
boolean_with_default: {boolean_with_default}
|
||||||
|
number_with_default: {number_with_default}
|
||||||
|
string_with_default: {string_with_default}
|
||||||
array_optional: {array_optional}"""
|
array_optional: {array_optional}"""
|
||||||
|
|
||||||
for key, value in os.environ.items():
|
for key, value in os.environ.items():
|
||||||
@@ -117,3 +133,150 @@ array_optional: {array_optional}"""
|
|||||||
|
|
||||||
return output
|
return output
|
||||||
```
|
```
|
||||||
|
|
||||||
|
### Custom TypeScript-Based Tools
|
||||||
|
Loki supports tools written in TypeScript. TypeScript tools require [Node.js](https://nodejs.org/) and
|
||||||
|
[tsx](https://tsx.is/) (`npx tsx` is used as the default runtime).
|
||||||
|
|
||||||
|
Each TypeScript-based tool must follow a specific structure in order for Loki to properly compile and execute it:
|
||||||
|
|
||||||
|
* The tool must be a TypeScript file with a `.ts` file extension.
|
||||||
|
* The tool must have an `export function run(...)` that serves as the entry point for the tool.
|
||||||
|
* Non-exported functions are ignored by the compiler and can be used as private helpers.
|
||||||
|
* The `run` function must accept flat parameters that define the inputs for the tool.
|
||||||
|
* Always use type annotations to specify the data type of each parameter.
|
||||||
|
* Use `param?: type` or `type | null` to indicate optional parameters.
|
||||||
|
* Use `param: type = value` for parameters with default values.
|
||||||
|
* The `run` function must return a `string` (or `Promise<string>` for async functions).
|
||||||
|
* For TypeScript, the return value is automatically written to the `LLM_OUTPUT` environment variable, so there's
|
||||||
|
no need to explicitly write to the environment variable within the function.
|
||||||
|
* The function must have a JSDoc comment that describes the tool and its parameters.
|
||||||
|
* Each parameter should be documented using `@param name - description` tags.
|
||||||
|
* These descriptions are passed to the LLM as the tool description, letting the LLM know what the tool does and
|
||||||
|
how to use it.
|
||||||
|
* Async functions (`export async function run(...)`) are fully supported and handled transparently.
|
||||||
|
|
||||||
|
**Supported Parameter Types:**
|
||||||
|
|
||||||
|
| TypeScript Type | JSON Schema | Notes |
|
||||||
|
|-------------------|--------------------------------------------------|-----------------------------|
|
||||||
|
| `string` | `{"type": "string"}` | Required string |
|
||||||
|
| `number` | `{"type": "number"}` | Required number |
|
||||||
|
| `boolean` | `{"type": "boolean"}` | Required boolean |
|
||||||
|
| `string[]` | `{"type": "array", "items": {"type": "string"}}` | Array (bracket syntax) |
|
||||||
|
| `Array<string>` | `{"type": "array", "items": {"type": "string"}}` | Array (generic syntax) |
|
||||||
|
| `"foo" \| "bar"` | `{"type": "string", "enum": ["foo", "bar"]}` | String enum (literal union) |
|
||||||
|
| `param?: string` | `{"type": "string"}` (not required) | Optional via question mark |
|
||||||
|
| `string \| null` | `{"type": "string"}` (not required) | Optional via null union |
|
||||||
|
| `param = "value"` | `{"type": "string"}` (not required) | Optional via default value |
|
||||||
|
|
||||||
|
**Unsupported Patterns (will produce a compile error):**
|
||||||
|
|
||||||
|
* Rest parameters (`...args: string[]`)
|
||||||
|
* Destructured object parameters (`{ a, b }: { a: string, b: string }`)
|
||||||
|
* Arrow functions (`const run = (x: string) => ...`)
|
||||||
|
* Function expressions (`const run = function(x: string) { ... }`)
|
||||||
|
|
||||||
|
Only `export function` declarations are recognized. Non-exported functions are invisible to the compiler.
|
||||||
|
|
||||||
|
Below is the [`demo_ts.ts`](../../assets/functions/tools/demo_ts.ts) tool definition that comes pre-packaged with
|
||||||
|
Loki and demonstrates how to create a TypeScript-based tool:
|
||||||
|
|
||||||
|
```typescript
|
||||||
|
/**
|
||||||
|
* Demonstrates all supported TypeScript parameter types and variations.
|
||||||
|
*
|
||||||
|
* @param string - A required string property
|
||||||
|
* @param string_enum - A required string property constrained to specific values
|
||||||
|
* @param boolean - A required boolean property
|
||||||
|
* @param number - A required number property
|
||||||
|
* @param array_bracket - A required string array using bracket syntax
|
||||||
|
* @param array_generic - A required string array using generic syntax
|
||||||
|
* @param string_optional - An optional string using the question mark syntax
|
||||||
|
* @param string_nullable - An optional string using the union-with-null syntax
|
||||||
|
* @param number_with_default - An optional number with a default value
|
||||||
|
* @param boolean_with_default - An optional boolean with a default value
|
||||||
|
* @param string_with_default - An optional string with a default value
|
||||||
|
* @param array_optional - An optional string array using the question mark syntax
|
||||||
|
*/
|
||||||
|
export function run(
|
||||||
|
string: string,
|
||||||
|
string_enum: "foo" | "bar",
|
||||||
|
boolean: boolean,
|
||||||
|
number: number,
|
||||||
|
array_bracket: string[],
|
||||||
|
array_generic: Array<string>,
|
||||||
|
string_optional?: string,
|
||||||
|
string_nullable: string | null = null,
|
||||||
|
number_with_default: number = 42,
|
||||||
|
boolean_with_default: boolean = true,
|
||||||
|
string_with_default: string = "hello",
|
||||||
|
array_optional?: string[],
|
||||||
|
): string {
|
||||||
|
const parts = [
|
||||||
|
`string: ${string}`,
|
||||||
|
`string_enum: ${string_enum}`,
|
||||||
|
`boolean: ${boolean}`,
|
||||||
|
`number: ${number}`,
|
||||||
|
`array_bracket: ${JSON.stringify(array_bracket)}`,
|
||||||
|
`array_generic: ${JSON.stringify(array_generic)}`,
|
||||||
|
`string_optional: ${string_optional}`,
|
||||||
|
`string_nullable: ${string_nullable}`,
|
||||||
|
`number_with_default: ${number_with_default}`,
|
||||||
|
`boolean_with_default: ${boolean_with_default}`,
|
||||||
|
`string_with_default: ${string_with_default}`,
|
||||||
|
`array_optional: ${JSON.stringify(array_optional)}`,
|
||||||
|
];
|
||||||
|
|
||||||
|
for (const [key, value] of Object.entries(process.env)) {
|
||||||
|
if (key.startsWith("LLM_")) {
|
||||||
|
parts.push(`${key}: ${value}`);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
return parts.join("\n");
|
||||||
|
}
|
||||||
|
```
|
||||||
|
|
||||||
|
## Custom Runtime
|
||||||
|
By default, Loki uses the following runtimes to execute tools:
|
||||||
|
|
||||||
|
| Language | Default Runtime | Requirement |
|
||||||
|
|------------|-----------------|--------------------------------|
|
||||||
|
| Python | `python` | Python 3 on `$PATH` |
|
||||||
|
| TypeScript | `npx tsx` | Node.js + tsx (`npm i -g tsx`) |
|
||||||
|
| Bash | `bash` | Bash on `$PATH` |
|
||||||
|
|
||||||
|
You can override the runtime for Python and TypeScript tools using a **shebang line** (`#!`) at the top of your
|
||||||
|
script. Loki reads the first line of each tool file; if it starts with `#!`, the specified interpreter is used instead
|
||||||
|
of the default.
|
||||||
|
|
||||||
|
**Examples:**
|
||||||
|
|
||||||
|
```python
|
||||||
|
#!/usr/bin/env python3.11
|
||||||
|
# This Python tool will be executed with python3.11 instead of the default `python`
|
||||||
|
|
||||||
|
def run(name: str):
|
||||||
|
"""Greet someone.
|
||||||
|
Args:
|
||||||
|
name: The name to greet
|
||||||
|
"""
|
||||||
|
return f"Hello, {name}!"
|
||||||
|
```
|
||||||
|
|
||||||
|
```typescript
|
||||||
|
#!/usr/bin/env bun
|
||||||
|
// This TypeScript tool will be executed with Bun instead of the default `npx tsx`
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Greet someone.
|
||||||
|
* @param name - The name to greet
|
||||||
|
*/
|
||||||
|
export function run(name: string): string {
|
||||||
|
return `Hello, ${name}!`;
|
||||||
|
}
|
||||||
|
```
|
||||||
|
|
||||||
|
This is useful for pinning a specific Python version, using an alternative TypeScript runtime like
|
||||||
|
[Bun](https://bun.sh/) or [Deno](https://deno.com/), or working with virtual environments.
|
||||||
|
|||||||
@@ -32,6 +32,7 @@ be enabled/disabled can be found in the [Configuration](#configuration) section
|
|||||||
|-------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------|
|
|-------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------|
|
||||||
| [`demo_py.py`](../../assets/functions/tools/demo_py.py) | Demonstrates how to create a tool using Python and how to use comments. | 🔴 |
|
| [`demo_py.py`](../../assets/functions/tools/demo_py.py) | Demonstrates how to create a tool using Python and how to use comments. | 🔴 |
|
||||||
| [`demo_sh.sh`](../../assets/functions/tools/demo_sh.sh) | Demonstrate how to create a tool using Bash and how to use comment tags. | 🔴 |
|
| [`demo_sh.sh`](../../assets/functions/tools/demo_sh.sh) | Demonstrate how to create a tool using Bash and how to use comment tags. | 🔴 |
|
||||||
|
| [`demo_ts.ts`](../../assets/functions/tools/demo_ts.ts) | Demonstrates how to create a tool using TypeScript and how to use JSDoc comments. | 🔴 |
|
||||||
| [`execute_command.sh`](../../assets/functions/tools/execute_command.sh) | Execute the shell command. | 🟢 |
|
| [`execute_command.sh`](../../assets/functions/tools/execute_command.sh) | Execute the shell command. | 🟢 |
|
||||||
| [`execute_py_code.py`](../../assets/functions/tools/execute_py_code.py) | Execute the given Python code. | 🔴 |
|
| [`execute_py_code.py`](../../assets/functions/tools/execute_py_code.py) | Execute the given Python code. | 🔴 |
|
||||||
| [`execute_sql_code.sh`](../../assets/functions/tools/execute_sql_code.sh) | Execute SQL code. | 🔴 |
|
| [`execute_sql_code.sh`](../../assets/functions/tools/execute_sql_code.sh) | Execute SQL code. | 🔴 |
|
||||||
@@ -49,6 +50,7 @@ be enabled/disabled can be found in the [Configuration](#configuration) section
|
|||||||
| [`get_current_time.sh`](../../assets/functions/tools/get_current_time.sh) | Get the current time. | 🟢 |
|
| [`get_current_time.sh`](../../assets/functions/tools/get_current_time.sh) | Get the current time. | 🟢 |
|
||||||
| [`get_current_weather.py`](../../assets/functions/tools/get_current_weather.py) | Get the current weather in a given location (Python implementation) | 🔴 |
|
| [`get_current_weather.py`](../../assets/functions/tools/get_current_weather.py) | Get the current weather in a given location (Python implementation) | 🔴 |
|
||||||
| [`get_current_weather.sh`](../../assets/functions/tools/get_current_weather.sh) | Get the current weather in a given location. | 🟢 |
|
| [`get_current_weather.sh`](../../assets/functions/tools/get_current_weather.sh) | Get the current weather in a given location. | 🟢 |
|
||||||
|
| [`get_current_weather.ts`](../../assets/functions/tools/get_current_weather.ts) | Get the current weather in a given location (TypeScript implementation) | 🔴 |
|
||||||
| [`query_jira_issues.sh`](../../assets/functions/tools/query_jira_issues.sh) | Query for jira issues using a Jira Query Language (JQL) query. | 🟢 |
|
| [`query_jira_issues.sh`](../../assets/functions/tools/query_jira_issues.sh) | Query for jira issues using a Jira Query Language (JQL) query. | 🟢 |
|
||||||
| [`search_arxiv.sh`](../../assets/functions/tools/search_arxiv.sh) | Search arXiv using the given search query and return the top papers. | 🔴 |
|
| [`search_arxiv.sh`](../../assets/functions/tools/search_arxiv.sh) | Search arXiv using the given search query and return the top papers. | 🔴 |
|
||||||
| [`search_wikipedia.sh`](../../assets/functions/tools/search_wikipedia.sh) | Search Wikipedia using the given search query. <br>Use it to get detailed information about a public figure, interpretation of a <br>complex scientific concept or in-depth connectivity of a significant historical <br>event, etc. | 🔴 |
|
| [`search_wikipedia.sh`](../../assets/functions/tools/search_wikipedia.sh) | Search Wikipedia using the given search query. <br>Use it to get detailed information about a public figure, interpretation of a <br>complex scientific concept or in-depth connectivity of a significant historical <br>event, etc. | 🔴 |
|
||||||
|
|||||||
@@ -342,7 +342,7 @@ mod tests {
|
|||||||
|
|
||||||
use bytes::Bytes;
|
use bytes::Bytes;
|
||||||
use futures_util::stream;
|
use futures_util::stream;
|
||||||
use rand::Rng;
|
use rand::random_range;
|
||||||
use serde_json::json;
|
use serde_json::json;
|
||||||
|
|
||||||
#[test]
|
#[test]
|
||||||
@@ -392,10 +392,9 @@ mod tests {
|
|||||||
}
|
}
|
||||||
|
|
||||||
fn split_chunks(text: &str) -> Vec<Vec<u8>> {
|
fn split_chunks(text: &str) -> Vec<Vec<u8>> {
|
||||||
let mut rng = rand::rng();
|
|
||||||
let len = text.len();
|
let len = text.len();
|
||||||
let cut1 = rng.random_range(1..len - 1);
|
let cut1 = random_range(1..len - 1);
|
||||||
let cut2 = rng.random_range(cut1 + 1..len);
|
let cut2 = random_range(cut1 + 1..len);
|
||||||
let chunk1 = text.as_bytes()[..cut1].to_vec();
|
let chunk1 = text.as_bytes()[..cut1].to_vec();
|
||||||
let chunk2 = text.as_bytes()[cut1..cut2].to_vec();
|
let chunk2 = text.as_bytes()[cut1..cut2].to_vec();
|
||||||
let chunk3 = text.as_bytes()[cut2..].to_vec();
|
let chunk3 = text.as_bytes()[cut2..].to_vec();
|
||||||
|
|||||||
+1
-1
@@ -584,7 +584,7 @@ impl Config {
|
|||||||
}
|
}
|
||||||
|
|
||||||
pub fn agent_functions_file(name: &str) -> Result<PathBuf> {
|
pub fn agent_functions_file(name: &str) -> Result<PathBuf> {
|
||||||
let allowed = ["tools.sh", "tools.py", "tools.js"];
|
let allowed = ["tools.sh", "tools.py", "tools.ts", "tools.js"];
|
||||||
|
|
||||||
for entry in read_dir(Self::agent_data_dir(name))? {
|
for entry in read_dir(Self::agent_data_dir(name))? {
|
||||||
let entry = entry?;
|
let entry = entry?;
|
||||||
|
|||||||
+117
-35
@@ -12,7 +12,7 @@ use crate::mcp::{
|
|||||||
MCP_DESCRIBE_META_FUNCTION_NAME_PREFIX, MCP_INVOKE_META_FUNCTION_NAME_PREFIX,
|
MCP_DESCRIBE_META_FUNCTION_NAME_PREFIX, MCP_INVOKE_META_FUNCTION_NAME_PREFIX,
|
||||||
MCP_SEARCH_META_FUNCTION_NAME_PREFIX,
|
MCP_SEARCH_META_FUNCTION_NAME_PREFIX,
|
||||||
};
|
};
|
||||||
use crate::parsers::{bash, python};
|
use crate::parsers::{bash, python, typescript};
|
||||||
use anyhow::{Context, Result, anyhow, bail};
|
use anyhow::{Context, Result, anyhow, bail};
|
||||||
use indexmap::IndexMap;
|
use indexmap::IndexMap;
|
||||||
use indoc::formatdoc;
|
use indoc::formatdoc;
|
||||||
@@ -53,6 +53,7 @@ enum BinaryType<'a> {
|
|||||||
enum Language {
|
enum Language {
|
||||||
Bash,
|
Bash,
|
||||||
Python,
|
Python,
|
||||||
|
TypeScript,
|
||||||
Unsupported,
|
Unsupported,
|
||||||
}
|
}
|
||||||
|
|
||||||
@@ -61,6 +62,7 @@ impl From<&String> for Language {
|
|||||||
match s.to_lowercase().as_str() {
|
match s.to_lowercase().as_str() {
|
||||||
"sh" => Language::Bash,
|
"sh" => Language::Bash,
|
||||||
"py" => Language::Python,
|
"py" => Language::Python,
|
||||||
|
"ts" => Language::TypeScript,
|
||||||
_ => Language::Unsupported,
|
_ => Language::Unsupported,
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -72,6 +74,7 @@ impl Language {
|
|||||||
match self {
|
match self {
|
||||||
Language::Bash => "bash",
|
Language::Bash => "bash",
|
||||||
Language::Python => "python",
|
Language::Python => "python",
|
||||||
|
Language::TypeScript => "npx tsx",
|
||||||
Language::Unsupported => "sh",
|
Language::Unsupported => "sh",
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -80,11 +83,32 @@ impl Language {
|
|||||||
match self {
|
match self {
|
||||||
Language::Bash => "sh",
|
Language::Bash => "sh",
|
||||||
Language::Python => "py",
|
Language::Python => "py",
|
||||||
|
Language::TypeScript => "ts",
|
||||||
_ => "sh",
|
_ => "sh",
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
fn extract_shebang_runtime(path: &Path) -> Option<String> {
|
||||||
|
let file = File::open(path).ok()?;
|
||||||
|
let reader = io::BufReader::new(file);
|
||||||
|
let first_line = io::BufRead::lines(reader).next()?.ok()?;
|
||||||
|
let shebang = first_line.strip_prefix("#!")?;
|
||||||
|
let cmd = shebang.trim();
|
||||||
|
if cmd.is_empty() {
|
||||||
|
return None;
|
||||||
|
}
|
||||||
|
if let Some(after_env) = cmd.strip_prefix("/usr/bin/env ") {
|
||||||
|
let runtime = after_env.trim();
|
||||||
|
if runtime.is_empty() {
|
||||||
|
return None;
|
||||||
|
}
|
||||||
|
Some(runtime.to_string())
|
||||||
|
} else {
|
||||||
|
Some(cmd.to_string())
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
pub async fn eval_tool_calls(
|
pub async fn eval_tool_calls(
|
||||||
config: &GlobalConfig,
|
config: &GlobalConfig,
|
||||||
mut calls: Vec<ToolCall>,
|
mut calls: Vec<ToolCall>,
|
||||||
@@ -473,6 +497,11 @@ impl Functions {
|
|||||||
file_name,
|
file_name,
|
||||||
tools_file_path.parent(),
|
tools_file_path.parent(),
|
||||||
),
|
),
|
||||||
|
Language::TypeScript => typescript::generate_typescript_declarations(
|
||||||
|
tool_file,
|
||||||
|
file_name,
|
||||||
|
tools_file_path.parent(),
|
||||||
|
),
|
||||||
Language::Unsupported => {
|
Language::Unsupported => {
|
||||||
bail!("Unsupported tool file extension: {}", language.as_ref())
|
bail!("Unsupported tool file extension: {}", language.as_ref())
|
||||||
}
|
}
|
||||||
@@ -513,7 +542,14 @@ impl Functions {
|
|||||||
bail!("Unsupported tool file extension: {}", language.as_ref());
|
bail!("Unsupported tool file extension: {}", language.as_ref());
|
||||||
}
|
}
|
||||||
|
|
||||||
Self::build_binaries(binary_name, language, BinaryType::Tool(agent_name))?;
|
let tool_path = Config::global_tools_dir().join(tool);
|
||||||
|
let custom_runtime = extract_shebang_runtime(&tool_path);
|
||||||
|
Self::build_binaries(
|
||||||
|
binary_name,
|
||||||
|
language,
|
||||||
|
BinaryType::Tool(agent_name),
|
||||||
|
custom_runtime.as_deref(),
|
||||||
|
)?;
|
||||||
}
|
}
|
||||||
|
|
||||||
Ok(())
|
Ok(())
|
||||||
@@ -554,8 +590,9 @@ impl Functions {
|
|||||||
}
|
}
|
||||||
|
|
||||||
fn build_agent_tool_binaries(name: &str) -> Result<()> {
|
fn build_agent_tool_binaries(name: &str) -> Result<()> {
|
||||||
|
let tools_file = Config::agent_functions_file(name)?;
|
||||||
let language = Language::from(
|
let language = Language::from(
|
||||||
&Config::agent_functions_file(name)?
|
&tools_file
|
||||||
.extension()
|
.extension()
|
||||||
.and_then(OsStr::to_str)
|
.and_then(OsStr::to_str)
|
||||||
.map(|s| s.to_lowercase())
|
.map(|s| s.to_lowercase())
|
||||||
@@ -568,7 +605,8 @@ impl Functions {
|
|||||||
bail!("Unsupported tool file extension: {}", language.as_ref());
|
bail!("Unsupported tool file extension: {}", language.as_ref());
|
||||||
}
|
}
|
||||||
|
|
||||||
Self::build_binaries(name, language, BinaryType::Agent)
|
let custom_runtime = extract_shebang_runtime(&tools_file);
|
||||||
|
Self::build_binaries(name, language, BinaryType::Agent, custom_runtime.as_deref())
|
||||||
}
|
}
|
||||||
|
|
||||||
#[cfg(windows)]
|
#[cfg(windows)]
|
||||||
@@ -576,6 +614,7 @@ impl Functions {
|
|||||||
binary_name: &str,
|
binary_name: &str,
|
||||||
language: Language,
|
language: Language,
|
||||||
binary_type: BinaryType,
|
binary_type: BinaryType,
|
||||||
|
custom_runtime: Option<&str>,
|
||||||
) -> Result<()> {
|
) -> Result<()> {
|
||||||
use native::runtime;
|
use native::runtime;
|
||||||
let (binary_file, binary_script_file) = match binary_type {
|
let (binary_file, binary_script_file) = match binary_type {
|
||||||
@@ -660,31 +699,42 @@ impl Functions {
|
|||||||
binary_file.display()
|
binary_file.display()
|
||||||
);
|
);
|
||||||
|
|
||||||
let run = match language {
|
let run = if let Some(rt) = custom_runtime {
|
||||||
Language::Bash => {
|
rt.to_string()
|
||||||
let shell = runtime::bash_path().ok_or_else(|| anyhow!("Shell not found"))?;
|
} else {
|
||||||
format!("{shell} --noprofile --norc")
|
match language {
|
||||||
|
Language::Bash => {
|
||||||
|
let shell = runtime::bash_path().ok_or_else(|| anyhow!("Shell not found"))?;
|
||||||
|
format!("{shell} --noprofile --norc")
|
||||||
|
}
|
||||||
|
Language::Python if Path::new(".venv").exists() => {
|
||||||
|
let executable_path = env::current_dir()?
|
||||||
|
.join(".venv")
|
||||||
|
.join("Scripts")
|
||||||
|
.join("activate.bat");
|
||||||
|
let canonicalized_path = dunce::canonicalize(&executable_path)?;
|
||||||
|
format!(
|
||||||
|
"call \"{}\" && {}",
|
||||||
|
canonicalized_path.to_string_lossy(),
|
||||||
|
language.to_cmd()
|
||||||
|
)
|
||||||
|
}
|
||||||
|
Language::Python => {
|
||||||
|
let executable_path = which::which("python")
|
||||||
|
.or_else(|_| which::which("python3"))
|
||||||
|
.map_err(|_| anyhow!("Python executable not found in PATH"))?;
|
||||||
|
let canonicalized_path = dunce::canonicalize(&executable_path)?;
|
||||||
|
canonicalized_path.to_string_lossy().into_owned()
|
||||||
|
}
|
||||||
|
Language::TypeScript => {
|
||||||
|
let npx_path = which::which("npx").map_err(|_| {
|
||||||
|
anyhow!("npx executable not found in PATH (required for TypeScript tools)")
|
||||||
|
})?;
|
||||||
|
let canonicalized_path = dunce::canonicalize(&npx_path)?;
|
||||||
|
format!("{} tsx", canonicalized_path.to_string_lossy())
|
||||||
|
}
|
||||||
|
_ => bail!("Unsupported language: {}", language.as_ref()),
|
||||||
}
|
}
|
||||||
Language::Python if Path::new(".venv").exists() => {
|
|
||||||
let executable_path = env::current_dir()?
|
|
||||||
.join(".venv")
|
|
||||||
.join("Scripts")
|
|
||||||
.join("activate.bat");
|
|
||||||
let canonicalized_path = dunce::canonicalize(&executable_path)?;
|
|
||||||
format!(
|
|
||||||
"call \"{}\" && {}",
|
|
||||||
canonicalized_path.to_string_lossy(),
|
|
||||||
language.to_cmd()
|
|
||||||
)
|
|
||||||
}
|
|
||||||
Language::Python => {
|
|
||||||
let executable_path = which::which("python")
|
|
||||||
.or_else(|_| which::which("python3"))
|
|
||||||
.map_err(|_| anyhow!("Python executable not found in PATH"))?;
|
|
||||||
let canonicalized_path = dunce::canonicalize(&executable_path)?;
|
|
||||||
canonicalized_path.to_string_lossy().into_owned()
|
|
||||||
}
|
|
||||||
_ => bail!("Unsupported language: {}", language.as_ref()),
|
|
||||||
};
|
};
|
||||||
let bin_dir = binary_file
|
let bin_dir = binary_file
|
||||||
.parent()
|
.parent()
|
||||||
@@ -714,6 +764,7 @@ impl Functions {
|
|||||||
binary_name: &str,
|
binary_name: &str,
|
||||||
language: Language,
|
language: Language,
|
||||||
binary_type: BinaryType,
|
binary_type: BinaryType,
|
||||||
|
custom_runtime: Option<&str>,
|
||||||
) -> Result<()> {
|
) -> Result<()> {
|
||||||
use std::os::unix::prelude::PermissionsExt;
|
use std::os::unix::prelude::PermissionsExt;
|
||||||
|
|
||||||
@@ -742,7 +793,7 @@ impl Functions {
|
|||||||
)
|
)
|
||||||
})?;
|
})?;
|
||||||
let content_template = unsafe { std::str::from_utf8_unchecked(&embedded_file.data) };
|
let content_template = unsafe { std::str::from_utf8_unchecked(&embedded_file.data) };
|
||||||
let content = match binary_type {
|
let mut content = match binary_type {
|
||||||
BinaryType::Tool(None) => {
|
BinaryType::Tool(None) => {
|
||||||
let root_dir = Config::functions_dir();
|
let root_dir = Config::functions_dir();
|
||||||
let tool_path = format!(
|
let tool_path = format!(
|
||||||
@@ -773,13 +824,44 @@ impl Functions {
|
|||||||
"{prompt_utils_file}",
|
"{prompt_utils_file}",
|
||||||
&Config::bash_prompt_utils_file().to_string_lossy(),
|
&Config::bash_prompt_utils_file().to_string_lossy(),
|
||||||
);
|
);
|
||||||
if binary_file.exists() {
|
|
||||||
fs::remove_file(&binary_file)?;
|
|
||||||
}
|
|
||||||
let mut file = File::create(&binary_file)?;
|
|
||||||
file.write_all(content.as_bytes())?;
|
|
||||||
|
|
||||||
fs::set_permissions(&binary_file, fs::Permissions::from_mode(0o755))?;
|
if let Some(rt) = custom_runtime
|
||||||
|
&& let Some(newline_pos) = content.find('\n')
|
||||||
|
{
|
||||||
|
content = format!("#!/usr/bin/env {rt}{}", &content[newline_pos..]);
|
||||||
|
}
|
||||||
|
|
||||||
|
if language == Language::TypeScript {
|
||||||
|
let bin_dir = binary_file
|
||||||
|
.parent()
|
||||||
|
.expect("Failed to get parent directory of binary file");
|
||||||
|
let script_file = bin_dir.join(format!("run-{binary_name}.ts"));
|
||||||
|
if script_file.exists() {
|
||||||
|
fs::remove_file(&script_file)?;
|
||||||
|
}
|
||||||
|
let mut sf = File::create(&script_file)?;
|
||||||
|
sf.write_all(content.as_bytes())?;
|
||||||
|
fs::set_permissions(&script_file, fs::Permissions::from_mode(0o755))?;
|
||||||
|
|
||||||
|
let ts_runtime = custom_runtime.unwrap_or("tsx");
|
||||||
|
let wrapper = format!(
|
||||||
|
"#!/bin/sh\nexec {ts_runtime} \"{}\" \"$@\"\n",
|
||||||
|
script_file.display()
|
||||||
|
);
|
||||||
|
if binary_file.exists() {
|
||||||
|
fs::remove_file(&binary_file)?;
|
||||||
|
}
|
||||||
|
let mut wf = File::create(&binary_file)?;
|
||||||
|
wf.write_all(wrapper.as_bytes())?;
|
||||||
|
fs::set_permissions(&binary_file, fs::Permissions::from_mode(0o755))?;
|
||||||
|
} else {
|
||||||
|
if binary_file.exists() {
|
||||||
|
fs::remove_file(&binary_file)?;
|
||||||
|
}
|
||||||
|
let mut file = File::create(&binary_file)?;
|
||||||
|
file.write_all(content.as_bytes())?;
|
||||||
|
fs::set_permissions(&binary_file, fs::Permissions::from_mode(0o755))?;
|
||||||
|
}
|
||||||
|
|
||||||
Ok(())
|
Ok(())
|
||||||
}
|
}
|
||||||
|
|||||||
@@ -0,0 +1,236 @@
|
|||||||
|
use crate::function::{FunctionDeclaration, JsonSchema};
|
||||||
|
use anyhow::{Context, Result, anyhow, bail};
|
||||||
|
use indexmap::IndexMap;
|
||||||
|
use serde_json::Value;
|
||||||
|
use tree_sitter::Node;
|
||||||
|
|
||||||
|
#[derive(Debug)]
|
||||||
|
pub(crate) struct Param {
|
||||||
|
pub name: String,
|
||||||
|
pub ty_hint: String,
|
||||||
|
pub required: bool,
|
||||||
|
pub default: Option<Value>,
|
||||||
|
pub doc_type: Option<String>,
|
||||||
|
pub doc_desc: Option<String>,
|
||||||
|
}
|
||||||
|
|
||||||
|
pub(crate) trait ScriptedLanguage {
|
||||||
|
fn ts_language(&self) -> tree_sitter::Language;
|
||||||
|
|
||||||
|
fn lang_name(&self) -> &str;
|
||||||
|
|
||||||
|
fn find_functions<'a>(&self, root: Node<'a>, src: &str) -> Vec<(Node<'a>, Node<'a>)>;
|
||||||
|
|
||||||
|
fn function_name<'a>(&self, func_node: Node<'a>, src: &'a str) -> Result<&'a str>;
|
||||||
|
|
||||||
|
fn extract_description(
|
||||||
|
&self,
|
||||||
|
wrapper_node: Node<'_>,
|
||||||
|
func_node: Node<'_>,
|
||||||
|
src: &str,
|
||||||
|
) -> Option<String>;
|
||||||
|
|
||||||
|
fn extract_params(
|
||||||
|
&self,
|
||||||
|
func_node: Node<'_>,
|
||||||
|
src: &str,
|
||||||
|
description: &str,
|
||||||
|
) -> Result<Vec<Param>>;
|
||||||
|
}
|
||||||
|
|
||||||
|
pub(crate) fn build_param(
|
||||||
|
name: &str,
|
||||||
|
mut ty: String,
|
||||||
|
mut required: bool,
|
||||||
|
default: Option<Value>,
|
||||||
|
) -> Param {
|
||||||
|
if ty.ends_with('?') {
|
||||||
|
ty.pop();
|
||||||
|
required = false;
|
||||||
|
}
|
||||||
|
|
||||||
|
Param {
|
||||||
|
name: name.to_string(),
|
||||||
|
ty_hint: ty,
|
||||||
|
required,
|
||||||
|
default,
|
||||||
|
doc_type: None,
|
||||||
|
doc_desc: None,
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
pub(crate) fn build_parameters_schema(params: &[Param], _description: &str) -> JsonSchema {
|
||||||
|
let mut props: IndexMap<String, JsonSchema> = IndexMap::new();
|
||||||
|
let mut req: Vec<String> = Vec::new();
|
||||||
|
|
||||||
|
for p in params {
|
||||||
|
let name = p.name.replace('-', "_");
|
||||||
|
let mut schema = JsonSchema::default();
|
||||||
|
|
||||||
|
let ty = if !p.ty_hint.is_empty() {
|
||||||
|
p.ty_hint.as_str()
|
||||||
|
} else if let Some(t) = &p.doc_type {
|
||||||
|
t.as_str()
|
||||||
|
} else {
|
||||||
|
"str"
|
||||||
|
};
|
||||||
|
|
||||||
|
if let Some(d) = &p.doc_desc
|
||||||
|
&& !d.is_empty()
|
||||||
|
{
|
||||||
|
schema.description = Some(d.clone());
|
||||||
|
}
|
||||||
|
|
||||||
|
apply_type_to_schema(ty, &mut schema);
|
||||||
|
|
||||||
|
if p.default.is_none() && p.required {
|
||||||
|
req.push(name.clone());
|
||||||
|
}
|
||||||
|
|
||||||
|
props.insert(name, schema);
|
||||||
|
}
|
||||||
|
|
||||||
|
JsonSchema {
|
||||||
|
type_value: Some("object".into()),
|
||||||
|
description: None,
|
||||||
|
properties: Some(props),
|
||||||
|
items: None,
|
||||||
|
any_of: None,
|
||||||
|
enum_value: None,
|
||||||
|
default: None,
|
||||||
|
required: if req.is_empty() { None } else { Some(req) },
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
pub(crate) fn apply_type_to_schema(ty: &str, s: &mut JsonSchema) {
|
||||||
|
let t = ty.trim_end_matches('?');
|
||||||
|
if let Some(rest) = t.strip_prefix("list[") {
|
||||||
|
s.type_value = Some("array".into());
|
||||||
|
let inner = rest.trim_end_matches(']');
|
||||||
|
let mut item = JsonSchema::default();
|
||||||
|
|
||||||
|
apply_type_to_schema(inner, &mut item);
|
||||||
|
|
||||||
|
if item.type_value.is_none() {
|
||||||
|
item.type_value = Some("string".into());
|
||||||
|
}
|
||||||
|
s.items = Some(Box::new(item));
|
||||||
|
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
if let Some(rest) = t.strip_prefix("literal:") {
|
||||||
|
s.type_value = Some("string".into());
|
||||||
|
let vals = rest
|
||||||
|
.split('|')
|
||||||
|
.map(|x| x.trim().trim_matches('"').trim_matches('\'').to_string())
|
||||||
|
.collect::<Vec<_>>();
|
||||||
|
if !vals.is_empty() {
|
||||||
|
s.enum_value = Some(vals);
|
||||||
|
}
|
||||||
|
return;
|
||||||
|
}
|
||||||
|
|
||||||
|
s.type_value = Some(
|
||||||
|
match t {
|
||||||
|
"bool" => "boolean",
|
||||||
|
"int" => "integer",
|
||||||
|
"float" => "number",
|
||||||
|
"str" | "any" | "" => "string",
|
||||||
|
_ => "string",
|
||||||
|
}
|
||||||
|
.into(),
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
pub(crate) fn underscore(s: &str) -> String {
|
||||||
|
s.chars()
|
||||||
|
.map(|c| {
|
||||||
|
if c.is_ascii_alphanumeric() {
|
||||||
|
c.to_ascii_lowercase()
|
||||||
|
} else {
|
||||||
|
'_'
|
||||||
|
}
|
||||||
|
})
|
||||||
|
.collect::<String>()
|
||||||
|
.split('_')
|
||||||
|
.filter(|t| !t.is_empty())
|
||||||
|
.collect::<Vec<_>>()
|
||||||
|
.join("_")
|
||||||
|
}
|
||||||
|
|
||||||
|
pub(crate) fn node_text<'a>(node: Node<'_>, src: &'a str) -> Result<&'a str> {
|
||||||
|
node.utf8_text(src.as_bytes())
|
||||||
|
.map_err(|err| anyhow!("invalid utf-8 in source: {err}"))
|
||||||
|
}
|
||||||
|
|
||||||
|
pub(crate) fn named_child(node: Node<'_>, index: usize) -> Option<Node<'_>> {
|
||||||
|
let mut cursor = node.walk();
|
||||||
|
node.named_children(&mut cursor).nth(index)
|
||||||
|
}
|
||||||
|
|
||||||
|
pub(crate) fn generate_declarations<L: ScriptedLanguage>(
|
||||||
|
lang: &L,
|
||||||
|
src: &str,
|
||||||
|
file_name: &str,
|
||||||
|
is_tool: bool,
|
||||||
|
) -> Result<Vec<FunctionDeclaration>> {
|
||||||
|
let mut parser = tree_sitter::Parser::new();
|
||||||
|
let language = lang.ts_language();
|
||||||
|
parser.set_language(&language).with_context(|| {
|
||||||
|
format!(
|
||||||
|
"failed to initialize {} tree-sitter parser",
|
||||||
|
lang.lang_name()
|
||||||
|
)
|
||||||
|
})?;
|
||||||
|
|
||||||
|
let tree = parser
|
||||||
|
.parse(src.as_bytes(), None)
|
||||||
|
.ok_or_else(|| anyhow!("failed to parse {}: {file_name}", lang.lang_name()))?;
|
||||||
|
|
||||||
|
if tree.root_node().has_error() {
|
||||||
|
bail!(
|
||||||
|
"failed to parse {}: syntax error in {file_name}",
|
||||||
|
lang.lang_name()
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
let mut out = Vec::new();
|
||||||
|
for (wrapper, func) in lang.find_functions(tree.root_node(), src) {
|
||||||
|
let func_name = lang.function_name(func, src)?;
|
||||||
|
|
||||||
|
if func_name.starts_with('_') && func_name != "_instructions" {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
if is_tool && func_name != "run" {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
let description = lang
|
||||||
|
.extract_description(wrapper, func, src)
|
||||||
|
.unwrap_or_default();
|
||||||
|
let params = lang
|
||||||
|
.extract_params(func, src, &description)
|
||||||
|
.with_context(|| format!("in function '{func_name}' in {file_name}"))?;
|
||||||
|
let schema = build_parameters_schema(¶ms, &description);
|
||||||
|
|
||||||
|
let name = if is_tool && func_name == "run" {
|
||||||
|
underscore(file_name)
|
||||||
|
} else {
|
||||||
|
underscore(func_name)
|
||||||
|
};
|
||||||
|
|
||||||
|
let desc_trim = description.trim().to_string();
|
||||||
|
if desc_trim.is_empty() {
|
||||||
|
bail!("Missing or empty description on function: {func_name}");
|
||||||
|
}
|
||||||
|
|
||||||
|
out.push(FunctionDeclaration {
|
||||||
|
name,
|
||||||
|
description: desc_trim,
|
||||||
|
parameters: schema,
|
||||||
|
agent: !is_tool,
|
||||||
|
});
|
||||||
|
}
|
||||||
|
Ok(out)
|
||||||
|
}
|
||||||
@@ -1,2 +1,4 @@
|
|||||||
pub(crate) mod bash;
|
pub(crate) mod bash;
|
||||||
|
pub(crate) mod common;
|
||||||
pub(crate) mod python;
|
pub(crate) mod python;
|
||||||
|
pub(crate) mod typescript;
|
||||||
|
|||||||
+680
-334
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,789 @@
|
|||||||
|
use crate::function::FunctionDeclaration;
|
||||||
|
use crate::parsers::common::{self, Param, ScriptedLanguage};
|
||||||
|
use anyhow::{Context, Result, anyhow, bail};
|
||||||
|
use indexmap::IndexMap;
|
||||||
|
use serde_json::Value;
|
||||||
|
use std::fs::File;
|
||||||
|
use std::io::Read;
|
||||||
|
use std::path::Path;
|
||||||
|
use tree_sitter::Node;
|
||||||
|
|
||||||
|
pub(crate) struct TypeScriptLanguage;
|
||||||
|
|
||||||
|
impl ScriptedLanguage for TypeScriptLanguage {
|
||||||
|
fn ts_language(&self) -> tree_sitter::Language {
|
||||||
|
tree_sitter_typescript::LANGUAGE_TYPESCRIPT.into()
|
||||||
|
}
|
||||||
|
|
||||||
|
fn lang_name(&self) -> &str {
|
||||||
|
"typescript"
|
||||||
|
}
|
||||||
|
|
||||||
|
fn find_functions<'a>(&self, root: Node<'a>, _src: &str) -> Vec<(Node<'a>, Node<'a>)> {
|
||||||
|
let mut cursor = root.walk();
|
||||||
|
root.named_children(&mut cursor)
|
||||||
|
.filter_map(|stmt| match stmt.kind() {
|
||||||
|
"export_statement" => unwrap_exported_function(stmt).map(|fd| (stmt, fd)),
|
||||||
|
_ => None,
|
||||||
|
})
|
||||||
|
.collect()
|
||||||
|
}
|
||||||
|
|
||||||
|
fn function_name<'a>(&self, func_node: Node<'a>, src: &'a str) -> Result<&'a str> {
|
||||||
|
let name_node = func_node
|
||||||
|
.child_by_field_name("name")
|
||||||
|
.ok_or_else(|| anyhow!("function_declaration missing name"))?;
|
||||||
|
common::node_text(name_node, src)
|
||||||
|
}
|
||||||
|
|
||||||
|
fn extract_description(
|
||||||
|
&self,
|
||||||
|
wrapper_node: Node<'_>,
|
||||||
|
func_node: Node<'_>,
|
||||||
|
src: &str,
|
||||||
|
) -> Option<String> {
|
||||||
|
let text = jsdoc_text(wrapper_node, func_node, src)?;
|
||||||
|
let lines = clean_jsdoc_lines(text);
|
||||||
|
let mut description = Vec::new();
|
||||||
|
for line in lines {
|
||||||
|
if line.starts_with('@') {
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
description.push(line);
|
||||||
|
}
|
||||||
|
|
||||||
|
let description = description.join("\n").trim().to_string();
|
||||||
|
(!description.is_empty()).then_some(description)
|
||||||
|
}
|
||||||
|
|
||||||
|
fn extract_params(
|
||||||
|
&self,
|
||||||
|
func_node: Node<'_>,
|
||||||
|
src: &str,
|
||||||
|
_description: &str,
|
||||||
|
) -> Result<Vec<Param>> {
|
||||||
|
let parameters = func_node
|
||||||
|
.child_by_field_name("parameters")
|
||||||
|
.ok_or_else(|| anyhow!("function_declaration missing parameters"))?;
|
||||||
|
let mut out = Vec::new();
|
||||||
|
let mut cursor = parameters.walk();
|
||||||
|
|
||||||
|
for param in parameters.named_children(&mut cursor) {
|
||||||
|
match param.kind() {
|
||||||
|
"required_parameter" | "optional_parameter" => {
|
||||||
|
let name = parameter_name(param, src)?;
|
||||||
|
let ty = get_arg_type(param.child_by_field_name("type"), src)?;
|
||||||
|
let required = param.kind() == "required_parameter"
|
||||||
|
&& param.child_by_field_name("value").is_none();
|
||||||
|
let default = param.child_by_field_name("value").map(|_| Value::Null);
|
||||||
|
out.push(common::build_param(name, ty, required, default));
|
||||||
|
}
|
||||||
|
"rest_parameter" => {
|
||||||
|
let line = param.start_position().row + 1;
|
||||||
|
bail!("line {line}: rest parameters (...) are not supported in tool functions")
|
||||||
|
}
|
||||||
|
"object_pattern" => {
|
||||||
|
let line = param.start_position().row + 1;
|
||||||
|
bail!(
|
||||||
|
"line {line}: destructured object parameters (e.g. '{{ a, b }}: {{ a: string }}') \
|
||||||
|
are not supported in tool functions. Use flat parameters instead (e.g. 'a: string, b: string')."
|
||||||
|
)
|
||||||
|
}
|
||||||
|
other => {
|
||||||
|
let line = param.start_position().row + 1;
|
||||||
|
bail!("line {line}: unsupported parameter type: {other}")
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
let wrapper = match func_node.parent() {
|
||||||
|
Some(parent) if parent.kind() == "export_statement" => parent,
|
||||||
|
_ => func_node,
|
||||||
|
};
|
||||||
|
if let Some(doc) = jsdoc_text(wrapper, func_node, src) {
|
||||||
|
let meta = parse_jsdoc_params(doc);
|
||||||
|
for p in &mut out {
|
||||||
|
if let Some(desc) = meta.get(&p.name)
|
||||||
|
&& !desc.is_empty()
|
||||||
|
{
|
||||||
|
p.doc_desc = Some(desc.clone());
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
Ok(out)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
pub fn generate_typescript_declarations(
|
||||||
|
mut tool_file: File,
|
||||||
|
file_name: &str,
|
||||||
|
parent: Option<&Path>,
|
||||||
|
) -> Result<Vec<FunctionDeclaration>> {
|
||||||
|
let mut src = String::new();
|
||||||
|
tool_file
|
||||||
|
.read_to_string(&mut src)
|
||||||
|
.with_context(|| format!("Failed to load script at '{tool_file:?}'"))?;
|
||||||
|
|
||||||
|
let is_tool = parent
|
||||||
|
.and_then(|p| p.file_name())
|
||||||
|
.is_some_and(|n| n == "tools");
|
||||||
|
|
||||||
|
common::generate_declarations(&TypeScriptLanguage, &src, file_name, is_tool)
|
||||||
|
}
|
||||||
|
|
||||||
|
fn unwrap_exported_function(node: Node<'_>) -> Option<Node<'_>> {
|
||||||
|
node.child_by_field_name("declaration")
|
||||||
|
.filter(|child| child.kind() == "function_declaration")
|
||||||
|
.or_else(|| {
|
||||||
|
let mut cursor = node.walk();
|
||||||
|
node.named_children(&mut cursor)
|
||||||
|
.find(|child| child.kind() == "function_declaration")
|
||||||
|
})
|
||||||
|
}
|
||||||
|
|
||||||
|
fn jsdoc_text<'a>(wrapper_node: Node<'_>, func_node: Node<'_>, src: &'a str) -> Option<&'a str> {
|
||||||
|
wrapper_node
|
||||||
|
.prev_named_sibling()
|
||||||
|
.or_else(|| func_node.prev_named_sibling())
|
||||||
|
.filter(|node| node.kind() == "comment")
|
||||||
|
.and_then(|node| common::node_text(node, src).ok())
|
||||||
|
.filter(|text| text.trim_start().starts_with("/**"))
|
||||||
|
}
|
||||||
|
|
||||||
|
fn clean_jsdoc_lines(doc: &str) -> Vec<String> {
|
||||||
|
let trimmed = doc.trim();
|
||||||
|
let inner = trimmed
|
||||||
|
.strip_prefix("/**")
|
||||||
|
.unwrap_or(trimmed)
|
||||||
|
.strip_suffix("*/")
|
||||||
|
.unwrap_or(trimmed);
|
||||||
|
|
||||||
|
inner
|
||||||
|
.lines()
|
||||||
|
.map(|line| {
|
||||||
|
let line = line.trim();
|
||||||
|
let line = line.strip_prefix('*').unwrap_or(line).trim_start();
|
||||||
|
line.to_string()
|
||||||
|
})
|
||||||
|
.collect()
|
||||||
|
}
|
||||||
|
|
||||||
|
fn parse_jsdoc_params(doc: &str) -> IndexMap<String, String> {
|
||||||
|
let mut out = IndexMap::new();
|
||||||
|
|
||||||
|
for line in clean_jsdoc_lines(doc) {
|
||||||
|
let Some(rest) = line.strip_prefix("@param") else {
|
||||||
|
continue;
|
||||||
|
};
|
||||||
|
|
||||||
|
let mut rest = rest.trim();
|
||||||
|
if rest.starts_with('{')
|
||||||
|
&& let Some(end) = rest.find('}')
|
||||||
|
{
|
||||||
|
rest = rest[end + 1..].trim_start();
|
||||||
|
}
|
||||||
|
|
||||||
|
if rest.is_empty() {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
let name_end = rest.find(char::is_whitespace).unwrap_or(rest.len());
|
||||||
|
let mut name = rest[..name_end].trim();
|
||||||
|
if let Some(stripped) = name.strip_suffix('?') {
|
||||||
|
name = stripped;
|
||||||
|
}
|
||||||
|
|
||||||
|
if name.is_empty() {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
|
||||||
|
let mut desc = rest[name_end..].trim();
|
||||||
|
if let Some(stripped) = desc.strip_prefix('-') {
|
||||||
|
desc = stripped.trim_start();
|
||||||
|
}
|
||||||
|
|
||||||
|
out.insert(name.to_string(), desc.to_string());
|
||||||
|
}
|
||||||
|
|
||||||
|
out
|
||||||
|
}
|
||||||
|
|
||||||
|
fn parameter_name<'a>(node: Node<'_>, src: &'a str) -> Result<&'a str> {
|
||||||
|
if let Some(name) = node.child_by_field_name("name") {
|
||||||
|
return match name.kind() {
|
||||||
|
"identifier" => common::node_text(name, src),
|
||||||
|
"rest_pattern" => {
|
||||||
|
let line = node.start_position().row + 1;
|
||||||
|
bail!("line {line}: rest parameters (...) are not supported in tool functions")
|
||||||
|
}
|
||||||
|
"object_pattern" | "array_pattern" => {
|
||||||
|
let line = node.start_position().row + 1;
|
||||||
|
bail!(
|
||||||
|
"line {line}: destructured parameters are not supported in tool functions. \
|
||||||
|
Use flat parameters instead (e.g. 'a: string, b: string')."
|
||||||
|
)
|
||||||
|
}
|
||||||
|
other => {
|
||||||
|
let line = node.start_position().row + 1;
|
||||||
|
bail!("line {line}: unsupported parameter type: {other}")
|
||||||
|
}
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
let pattern = node
|
||||||
|
.child_by_field_name("pattern")
|
||||||
|
.ok_or_else(|| anyhow!("parameter missing pattern"))?;
|
||||||
|
|
||||||
|
match pattern.kind() {
|
||||||
|
"identifier" => common::node_text(pattern, src),
|
||||||
|
"rest_pattern" => {
|
||||||
|
let line = node.start_position().row + 1;
|
||||||
|
bail!("line {line}: rest parameters (...) are not supported in tool functions")
|
||||||
|
}
|
||||||
|
"object_pattern" | "array_pattern" => {
|
||||||
|
let line = node.start_position().row + 1;
|
||||||
|
bail!(
|
||||||
|
"line {line}: destructured parameters are not supported in tool functions. \
|
||||||
|
Use flat parameters instead (e.g. 'a: string, b: string')."
|
||||||
|
)
|
||||||
|
}
|
||||||
|
other => {
|
||||||
|
let line = node.start_position().row + 1;
|
||||||
|
bail!("line {line}: unsupported parameter type: {other}")
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fn get_arg_type(annotation: Option<Node<'_>>, src: &str) -> Result<String> {
|
||||||
|
let Some(annotation) = annotation else {
|
||||||
|
return Ok(String::new());
|
||||||
|
};
|
||||||
|
|
||||||
|
match annotation.kind() {
|
||||||
|
"type_annotation" | "type" => get_arg_type(common::named_child(annotation, 0), src),
|
||||||
|
"predefined_type" => Ok(match common::node_text(annotation, src)? {
|
||||||
|
"string" => "str",
|
||||||
|
"number" => "float",
|
||||||
|
"boolean" => "bool",
|
||||||
|
"any" | "unknown" | "void" | "undefined" => "any",
|
||||||
|
_ => "any",
|
||||||
|
}
|
||||||
|
.to_string()),
|
||||||
|
"type_identifier" | "nested_type_identifier" => Ok("any".to_string()),
|
||||||
|
"generic_type" => {
|
||||||
|
let name = annotation
|
||||||
|
.child_by_field_name("name")
|
||||||
|
.ok_or_else(|| anyhow!("generic_type missing name"))?;
|
||||||
|
let type_name = common::node_text(name, src)?;
|
||||||
|
let type_args = annotation
|
||||||
|
.child_by_field_name("type_arguments")
|
||||||
|
.ok_or_else(|| anyhow!("generic_type missing type arguments"))?;
|
||||||
|
let inner = common::named_child(type_args, 0)
|
||||||
|
.ok_or_else(|| anyhow!("generic_type missing inner type"))?;
|
||||||
|
|
||||||
|
match type_name {
|
||||||
|
"Array" => Ok(format!("list[{}]", get_arg_type(Some(inner), src)?)),
|
||||||
|
_ => Ok("any".to_string()),
|
||||||
|
}
|
||||||
|
}
|
||||||
|
"array_type" => {
|
||||||
|
let inner = common::named_child(annotation, 0)
|
||||||
|
.ok_or_else(|| anyhow!("array_type missing inner type"))?;
|
||||||
|
Ok(format!("list[{}]", get_arg_type(Some(inner), src)?))
|
||||||
|
}
|
||||||
|
"union_type" => resolve_union_type(annotation, src),
|
||||||
|
"literal_type" => resolve_literal_type(annotation, src),
|
||||||
|
"parenthesized_type" => get_arg_type(common::named_child(annotation, 0), src),
|
||||||
|
_ => Ok("any".to_string()),
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fn resolve_union_type(annotation: Node<'_>, src: &str) -> Result<String> {
|
||||||
|
let members = flatten_union_members(annotation);
|
||||||
|
let has_null = members.iter().any(|member| is_nullish_type(*member, src));
|
||||||
|
|
||||||
|
let mut literal_values = Vec::new();
|
||||||
|
let mut all_string_literals = true;
|
||||||
|
for member in &members {
|
||||||
|
match string_literal_member(*member, src) {
|
||||||
|
Some(value) => literal_values.push(value),
|
||||||
|
None => {
|
||||||
|
all_string_literals = false;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
if all_string_literals && !literal_values.is_empty() {
|
||||||
|
return Ok(format!("literal:{}", literal_values.join("|")));
|
||||||
|
}
|
||||||
|
|
||||||
|
let mut first_non_null = None;
|
||||||
|
for member in members {
|
||||||
|
if is_nullish_type(member, src) {
|
||||||
|
continue;
|
||||||
|
}
|
||||||
|
first_non_null = Some(get_arg_type(Some(member), src)?);
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
|
||||||
|
let mut ty = first_non_null.unwrap_or_else(|| "any".to_string());
|
||||||
|
if has_null && !ty.ends_with('?') {
|
||||||
|
ty.push('?');
|
||||||
|
}
|
||||||
|
Ok(ty)
|
||||||
|
}
|
||||||
|
|
||||||
|
fn flatten_union_members(node: Node<'_>) -> Vec<Node<'_>> {
|
||||||
|
let node = if node.kind() == "type" {
|
||||||
|
match common::named_child(node, 0) {
|
||||||
|
Some(inner) => inner,
|
||||||
|
None => return vec![],
|
||||||
|
}
|
||||||
|
} else {
|
||||||
|
node
|
||||||
|
};
|
||||||
|
|
||||||
|
if node.kind() != "union_type" {
|
||||||
|
return vec![node];
|
||||||
|
}
|
||||||
|
|
||||||
|
let mut cursor = node.walk();
|
||||||
|
let mut out = Vec::new();
|
||||||
|
for child in node.named_children(&mut cursor) {
|
||||||
|
out.extend(flatten_union_members(child));
|
||||||
|
}
|
||||||
|
out
|
||||||
|
}
|
||||||
|
|
||||||
|
fn resolve_literal_type(annotation: Node<'_>, src: &str) -> Result<String> {
|
||||||
|
let inner = common::named_child(annotation, 0)
|
||||||
|
.ok_or_else(|| anyhow!("literal_type missing inner literal"))?;
|
||||||
|
|
||||||
|
match inner.kind() {
|
||||||
|
"string" | "number" | "true" | "false" | "unary_expression" => {
|
||||||
|
Ok(format!("literal:{}", common::node_text(inner, src)?.trim()))
|
||||||
|
}
|
||||||
|
"null" | "undefined" => Ok("any".to_string()),
|
||||||
|
_ => Ok("any".to_string()),
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fn string_literal_member(node: Node<'_>, src: &str) -> Option<String> {
|
||||||
|
let node = if node.kind() == "type" {
|
||||||
|
common::named_child(node, 0)?
|
||||||
|
} else {
|
||||||
|
node
|
||||||
|
};
|
||||||
|
|
||||||
|
if node.kind() != "literal_type" {
|
||||||
|
return None;
|
||||||
|
}
|
||||||
|
|
||||||
|
let inner = common::named_child(node, 0)?;
|
||||||
|
if inner.kind() != "string" {
|
||||||
|
return None;
|
||||||
|
}
|
||||||
|
|
||||||
|
Some(common::node_text(inner, src).ok()?.to_string())
|
||||||
|
}
|
||||||
|
|
||||||
|
fn is_nullish_type(node: Node<'_>, src: &str) -> bool {
|
||||||
|
let node = if node.kind() == "type" {
|
||||||
|
match common::named_child(node, 0) {
|
||||||
|
Some(inner) => inner,
|
||||||
|
None => return false,
|
||||||
|
}
|
||||||
|
} else {
|
||||||
|
node
|
||||||
|
};
|
||||||
|
|
||||||
|
match node.kind() {
|
||||||
|
"literal_type" => common::named_child(node, 0)
|
||||||
|
.is_some_and(|inner| matches!(inner.kind(), "null" | "undefined")),
|
||||||
|
"predefined_type" => common::node_text(node, src)
|
||||||
|
.map(|text| matches!(text, "undefined" | "void"))
|
||||||
|
.unwrap_or(false),
|
||||||
|
_ => false,
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
#[cfg(test)]
|
||||||
|
mod tests {
|
||||||
|
use super::*;
|
||||||
|
use crate::function::JsonSchema;
|
||||||
|
use std::fs;
|
||||||
|
use std::time::{SystemTime, UNIX_EPOCH};
|
||||||
|
|
||||||
|
fn parse_ts_source(
|
||||||
|
source: &str,
|
||||||
|
file_name: &str,
|
||||||
|
parent: &Path,
|
||||||
|
) -> Result<Vec<FunctionDeclaration>> {
|
||||||
|
let unique = SystemTime::now()
|
||||||
|
.duration_since(UNIX_EPOCH)
|
||||||
|
.expect("time")
|
||||||
|
.as_nanos();
|
||||||
|
let path = std::env::temp_dir().join(format!("loki_ts_parser_{file_name}_{unique}.ts"));
|
||||||
|
fs::write(&path, source).expect("write");
|
||||||
|
let file = File::open(&path).expect("open");
|
||||||
|
let result = generate_typescript_declarations(file, file_name, Some(parent));
|
||||||
|
let _ = fs::remove_file(&path);
|
||||||
|
result
|
||||||
|
}
|
||||||
|
|
||||||
|
fn properties(schema: &JsonSchema) -> &IndexMap<String, JsonSchema> {
|
||||||
|
schema
|
||||||
|
.properties
|
||||||
|
.as_ref()
|
||||||
|
.expect("missing schema properties")
|
||||||
|
}
|
||||||
|
|
||||||
|
fn property<'a>(schema: &'a JsonSchema, name: &str) -> &'a JsonSchema {
|
||||||
|
properties(schema)
|
||||||
|
.get(name)
|
||||||
|
.unwrap_or_else(|| panic!("missing property: {name}"))
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_tool_demo() {
|
||||||
|
let source = r#"
|
||||||
|
/**
|
||||||
|
* Demonstrates how to create a tool using TypeScript.
|
||||||
|
*
|
||||||
|
* @param query - The search query string
|
||||||
|
* @param format - Output format
|
||||||
|
* @param count - Maximum results to return
|
||||||
|
* @param verbose - Enable verbose output
|
||||||
|
* @param tags - List of tags to filter by
|
||||||
|
* @param language - Optional language filter
|
||||||
|
* @param extra_tags - Optional extra tags
|
||||||
|
*/
|
||||||
|
export function run(
|
||||||
|
query: string,
|
||||||
|
format: "json" | "csv" | "xml",
|
||||||
|
count: number,
|
||||||
|
verbose: boolean,
|
||||||
|
tags: string[],
|
||||||
|
language?: string,
|
||||||
|
extra_tags?: Array<string>,
|
||||||
|
): string {
|
||||||
|
return "result";
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let declarations = parse_ts_source(source, "demo_ts", Path::new("tools")).unwrap();
|
||||||
|
assert_eq!(declarations.len(), 1);
|
||||||
|
|
||||||
|
let decl = &declarations[0];
|
||||||
|
assert_eq!(decl.name, "demo_ts");
|
||||||
|
assert!(!decl.agent);
|
||||||
|
|
||||||
|
let params = &decl.parameters;
|
||||||
|
assert_eq!(params.type_value.as_deref(), Some("object"));
|
||||||
|
assert_eq!(
|
||||||
|
params.required.as_ref().unwrap(),
|
||||||
|
&vec![
|
||||||
|
"query".to_string(),
|
||||||
|
"format".to_string(),
|
||||||
|
"count".to_string(),
|
||||||
|
"verbose".to_string(),
|
||||||
|
"tags".to_string(),
|
||||||
|
]
|
||||||
|
);
|
||||||
|
|
||||||
|
assert_eq!(
|
||||||
|
property(params, "query").type_value.as_deref(),
|
||||||
|
Some("string")
|
||||||
|
);
|
||||||
|
|
||||||
|
let format = property(params, "format");
|
||||||
|
assert_eq!(format.type_value.as_deref(), Some("string"));
|
||||||
|
assert_eq!(
|
||||||
|
format.enum_value.as_ref().unwrap(),
|
||||||
|
&vec!["json".to_string(), "csv".to_string(), "xml".to_string()]
|
||||||
|
);
|
||||||
|
|
||||||
|
assert_eq!(
|
||||||
|
property(params, "count").type_value.as_deref(),
|
||||||
|
Some("number")
|
||||||
|
);
|
||||||
|
assert_eq!(
|
||||||
|
property(params, "verbose").type_value.as_deref(),
|
||||||
|
Some("boolean")
|
||||||
|
);
|
||||||
|
|
||||||
|
let tags = property(params, "tags");
|
||||||
|
assert_eq!(tags.type_value.as_deref(), Some("array"));
|
||||||
|
assert_eq!(
|
||||||
|
tags.items.as_ref().unwrap().type_value.as_deref(),
|
||||||
|
Some("string")
|
||||||
|
);
|
||||||
|
|
||||||
|
let language = property(params, "language");
|
||||||
|
assert_eq!(language.type_value.as_deref(), Some("string"));
|
||||||
|
assert!(
|
||||||
|
!params
|
||||||
|
.required
|
||||||
|
.as_ref()
|
||||||
|
.unwrap()
|
||||||
|
.contains(&"language".to_string())
|
||||||
|
);
|
||||||
|
|
||||||
|
let extra_tags = property(params, "extra_tags");
|
||||||
|
assert_eq!(extra_tags.type_value.as_deref(), Some("array"));
|
||||||
|
assert_eq!(
|
||||||
|
extra_tags.items.as_ref().unwrap().type_value.as_deref(),
|
||||||
|
Some("string")
|
||||||
|
);
|
||||||
|
assert!(
|
||||||
|
!params
|
||||||
|
.required
|
||||||
|
.as_ref()
|
||||||
|
.unwrap()
|
||||||
|
.contains(&"extra_tags".to_string())
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_tool_simple() {
|
||||||
|
let source = r#"
|
||||||
|
/**
|
||||||
|
* Execute the given code.
|
||||||
|
*
|
||||||
|
* @param code - The code to execute
|
||||||
|
*/
|
||||||
|
export function run(code: string): string {
|
||||||
|
return eval(code);
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let declarations = parse_ts_source(source, "execute_code", Path::new("tools")).unwrap();
|
||||||
|
assert_eq!(declarations.len(), 1);
|
||||||
|
|
||||||
|
let decl = &declarations[0];
|
||||||
|
assert_eq!(decl.name, "execute_code");
|
||||||
|
assert!(!decl.agent);
|
||||||
|
|
||||||
|
let params = &decl.parameters;
|
||||||
|
assert_eq!(params.required.as_ref().unwrap(), &vec!["code".to_string()]);
|
||||||
|
assert_eq!(
|
||||||
|
property(params, "code").type_value.as_deref(),
|
||||||
|
Some("string")
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_agent_tools() {
|
||||||
|
let source = r#"
|
||||||
|
/** Get user info by ID */
|
||||||
|
export function get_user(id: string): string {
|
||||||
|
return "";
|
||||||
|
}
|
||||||
|
|
||||||
|
/** List all users */
|
||||||
|
export function list_users(): string {
|
||||||
|
return "";
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let declarations = parse_ts_source(source, "tools", Path::new("demo")).unwrap();
|
||||||
|
assert_eq!(declarations.len(), 2);
|
||||||
|
assert_eq!(declarations[0].name, "get_user");
|
||||||
|
assert_eq!(declarations[1].name, "list_users");
|
||||||
|
assert!(declarations[0].agent);
|
||||||
|
assert!(declarations[1].agent);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_reject_rest_params() {
|
||||||
|
let source = r#"
|
||||||
|
/**
|
||||||
|
* Has rest params
|
||||||
|
*/
|
||||||
|
export function run(...args: string[]): string {
|
||||||
|
return "";
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let err = parse_ts_source(source, "rest_params", Path::new("tools")).unwrap_err();
|
||||||
|
let msg = format!("{err:#}");
|
||||||
|
assert!(msg.contains("rest parameters"));
|
||||||
|
assert!(msg.contains("in function 'run'"));
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_missing_jsdoc() {
|
||||||
|
let source = r#"
|
||||||
|
export function run(x: string): string {
|
||||||
|
return x;
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let err = parse_ts_source(source, "missing_jsdoc", Path::new("tools")).unwrap_err();
|
||||||
|
assert!(
|
||||||
|
err.to_string()
|
||||||
|
.contains("Missing or empty description on function: run")
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_syntax_error() {
|
||||||
|
let source = "export function run(: broken";
|
||||||
|
let err = parse_ts_source(source, "syntax_error", Path::new("tools")).unwrap_err();
|
||||||
|
assert!(err.to_string().contains("failed to parse typescript"));
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_underscore_skipped() {
|
||||||
|
let source = r#"
|
||||||
|
/** Private helper */
|
||||||
|
function _helper(): void {}
|
||||||
|
|
||||||
|
/** Public function */
|
||||||
|
export function do_stuff(): string {
|
||||||
|
return "";
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let declarations = parse_ts_source(source, "tools", Path::new("demo")).unwrap();
|
||||||
|
assert_eq!(declarations.len(), 1);
|
||||||
|
assert_eq!(declarations[0].name, "do_stuff");
|
||||||
|
assert!(declarations[0].agent);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_non_exported_helpers_skipped() {
|
||||||
|
let source = r#"
|
||||||
|
#!/usr/bin/env tsx
|
||||||
|
|
||||||
|
import { appendFileSync } from 'fs';
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Get the current weather in a given location
|
||||||
|
* @param location - The city
|
||||||
|
*/
|
||||||
|
export function get_current_weather(location: string): string {
|
||||||
|
return fetchSync("https://example.com/" + location);
|
||||||
|
}
|
||||||
|
|
||||||
|
function fetchSync(url: string): string {
|
||||||
|
return "sunny";
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let declarations = parse_ts_source(source, "tools", Path::new("demo")).unwrap();
|
||||||
|
assert_eq!(declarations.len(), 1);
|
||||||
|
assert_eq!(declarations[0].name, "get_current_weather");
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_instructions_not_skipped() {
|
||||||
|
let source = r#"
|
||||||
|
/** Help text for the agent */
|
||||||
|
export function _instructions(): string {
|
||||||
|
return "";
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let declarations = parse_ts_source(source, "tools", Path::new("demo")).unwrap();
|
||||||
|
assert_eq!(declarations.len(), 1);
|
||||||
|
assert_eq!(declarations[0].name, "instructions");
|
||||||
|
assert!(declarations[0].agent);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_optional_with_null_union() {
|
||||||
|
let source = r#"
|
||||||
|
/**
|
||||||
|
* Fetch data with optional filter
|
||||||
|
*
|
||||||
|
* @param url - The URL to fetch
|
||||||
|
* @param filter - Optional filter string
|
||||||
|
*/
|
||||||
|
export function run(url: string, filter: string | null): string {
|
||||||
|
return "";
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let declarations = parse_ts_source(source, "fetch_data", Path::new("tools")).unwrap();
|
||||||
|
let params = &declarations[0].parameters;
|
||||||
|
assert!(
|
||||||
|
params
|
||||||
|
.required
|
||||||
|
.as_ref()
|
||||||
|
.unwrap()
|
||||||
|
.contains(&"url".to_string())
|
||||||
|
);
|
||||||
|
assert!(
|
||||||
|
!params
|
||||||
|
.required
|
||||||
|
.as_ref()
|
||||||
|
.unwrap()
|
||||||
|
.contains(&"filter".to_string())
|
||||||
|
);
|
||||||
|
assert_eq!(
|
||||||
|
property(params, "filter").type_value.as_deref(),
|
||||||
|
Some("string")
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_optional_with_default() {
|
||||||
|
let source = r#"
|
||||||
|
/**
|
||||||
|
* Search with limit
|
||||||
|
*
|
||||||
|
* @param query - Search query
|
||||||
|
* @param limit - Max results
|
||||||
|
*/
|
||||||
|
export function run(query: string, limit: number = 10): string {
|
||||||
|
return "";
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let declarations =
|
||||||
|
parse_ts_source(source, "search_with_limit", Path::new("tools")).unwrap();
|
||||||
|
let params = &declarations[0].parameters;
|
||||||
|
assert!(
|
||||||
|
params
|
||||||
|
.required
|
||||||
|
.as_ref()
|
||||||
|
.unwrap()
|
||||||
|
.contains(&"query".to_string())
|
||||||
|
);
|
||||||
|
assert!(
|
||||||
|
!params
|
||||||
|
.required
|
||||||
|
.as_ref()
|
||||||
|
.unwrap()
|
||||||
|
.contains(&"limit".to_string())
|
||||||
|
);
|
||||||
|
assert_eq!(
|
||||||
|
property(params, "limit").type_value.as_deref(),
|
||||||
|
Some("number")
|
||||||
|
);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn test_ts_shebang_parses() {
|
||||||
|
let source = r#"#!/usr/bin/env tsx
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Get weather
|
||||||
|
* @param location - The city
|
||||||
|
*/
|
||||||
|
export function run(location: string): string {
|
||||||
|
return location;
|
||||||
|
}
|
||||||
|
"#;
|
||||||
|
|
||||||
|
let result = parse_ts_source(source, "get_weather", Path::new("tools"));
|
||||||
|
eprintln!("shebang parse result: {result:?}");
|
||||||
|
assert!(result.is_ok(), "shebang should not cause parse failure");
|
||||||
|
let declarations = result.unwrap();
|
||||||
|
assert_eq!(declarations.len(), 1);
|
||||||
|
assert_eq!(declarations[0].name, "get_weather");
|
||||||
|
}
|
||||||
|
}
|
||||||
Reference in New Issue
Block a user