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V0.8.0 add tools #41

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ton merged 8 commits from v0.8.0-add_tools into v0.8.0 2026-08-09 11:47:03 +00:00
Conversation 0 Commits 8 Files Changed 18
+66 -103
9 changed files with 66 additions and 103 deletions
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Manifest.toml
+58 -94
View File
@@ -2,7 +2,7 @@
julia_version = "1.12.6"
manifest_format = "2.0"
project_hash = "1c1379a2cec320abc347f3acb5ee815ba9855aa6"
project_hash = "0db36d4fb31037ba05065476e6aebaf4cd0e1e8c"
[[deps.Accessors]]
deps = ["CompositionsBase", "ConstructionBase", "Dates", "InverseFunctions", "MacroTools"]
@@ -97,9 +97,9 @@ uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
version = "0.7.8"
[[deps.CommonSolve]]
git-tree-sha1 = "eeaad7cef88554c2fa56b5a3f71cfd5cb708c662"
git-tree-sha1 = "cf963add2340ad9960e5eb22844e61ad8f931fe1"
uuid = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2"
version = "0.2.11"
version = "0.2.13"
[[deps.Compat]]
deps = ["TOML", "UUIDs"]
@@ -146,9 +146,9 @@ version = "1.6.0"
StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
[[deps.Crayons]]
git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
git-tree-sha1 = "54b76cbb40d9a0f5368c880725b2f141da77c94f"
uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
version = "4.1.1"
version = "4.2.0"
[[deps.DBInterface]]
git-tree-sha1 = "a444404b3f94deaa43ca2a58e18153a82695282b"
@@ -168,9 +168,9 @@ version = "1.8.2"
[[deps.DataStructures]]
deps = ["OrderedCollections"]
git-tree-sha1 = "6fb53a69613a0b2b68a0d12671717d307ab8b24e"
git-tree-sha1 = "b0bc6d2cad1fed8b7fd59a1551a991cb3d2809e6"
uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
version = "0.19.5"
version = "0.19.6"
[[deps.DataValueInterfaces]]
git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
@@ -208,9 +208,9 @@ version = "1.11.0"
[[deps.Distributions]]
deps = ["AliasTables", "FillArrays", "LinearAlgebra", "PDMats", "Printf", "QuadGK", "Random", "Roots", "SpecialFunctions", "Statistics", "StatsAPI", "StatsBase", "StatsFuns"]
git-tree-sha1 = "cd3c5ac74cd3923c8945c6a81518c46abd0e73a3"
git-tree-sha1 = "d2facc77c08c1c2bfb1a77c148edd05b3db5410b"
uuid = "31c24e10-a181-5473-b8eb-7969acd0382f"
version = "0.25.129"
version = "0.25.130"
[deps.Distributions.extensions]
DistributionsChainRulesCoreExt = "ChainRulesCore"
@@ -240,15 +240,9 @@ uuid = "4e289a0a-7415-4d19-859d-a7e5c4648b56"
version = "1.0.7"
[[deps.ExprTools]]
git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
git-tree-sha1 = "d2e49e7efd29719d6f28b891b0e0e159daa9d2b4"
uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
version = "0.1.10"
[[deps.EzXML]]
deps = ["Printf", "XML2_jll"]
git-tree-sha1 = "7ea1aa5869e2626ccae84480e4f37185bc6f41d3"
uuid = "8f5d6c58-4d21-5cfd-889c-e3ad7ee6a615"
version = "1.2.3"
version = "0.1.11"
[[deps.FileIO]]
deps = ["Pkg", "Requires", "UUIDs"]
@@ -277,9 +271,9 @@ version = "1.11.0"
[[deps.FillArrays]]
deps = ["LinearAlgebra"]
git-tree-sha1 = "2f979084d1e13948a3352cf64a25df6bd3b4dca3"
git-tree-sha1 = "5bad39456d9f0166184fce2248783dd9862645c1"
uuid = "1a297f60-69ca-5386-bcde-b61e274b549b"
version = "1.16.0"
version = "1.17.0"
weakdeps = ["PDMats", "SparseArrays", "StaticArrays", "Statistics"]
[deps.FillArrays.extensions]
@@ -300,11 +294,11 @@ version = "1.1.0"
[[deps.GeneralUtils]]
deps = ["CSV", "DataFrames", "DataStructures", "Dates", "Distributions", "Graphs", "HTTP", "JSON", "LibPQ", "NATS", "PrettyPrinting", "Random", "Revise", "SHA", "StringDistances", "UUIDs"]
git-tree-sha1 = "93293126d24d3929ef6a5067f347bc28c6582c71"
git-tree-sha1 = "129b8fa1bf3bf6d8c0a080f39db09b9b986ef8de"
repo-rev = "main"
repo-url = "https://git.yiem.cc/ton/GeneralUtils"
uuid = "c6c72f09-b708-4ac8-ac7c-2084d70108fe"
version = "0.5.10"
version = "0.5.11"
[[deps.Graphs]]
deps = ["ArnoldiMethod", "DataStructures", "Inflate", "LinearAlgebra", "Random", "SimpleTraits", "SparseArrays", "Statistics"]
@@ -321,9 +315,9 @@ version = "1.14.0"
[[deps.HTTP]]
deps = ["Base64", "CodecZlib", "Dates", "EnumX", "PrecompileTools", "Random", "Reseau", "SHA", "URIs", "UUIDs", "Zlib_jll"]
git-tree-sha1 = "c2c808326222b6dc4bec295a83b55f79aeec98e0"
git-tree-sha1 = "0a58fbbdee93d132a2fb1159b7f5e1b5c2465e71"
uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
version = "2.5.5"
version = "2.6.4"
[[deps.HashArrayMappedTries]]
git-tree-sha1 = "2eaa69a7cab70a52b9687c8bf950a5a93ec895ae"
@@ -332,9 +326,9 @@ version = "0.2.0"
[[deps.HypergeometricFunctions]]
deps = ["Gamma", "LinearAlgebra"]
git-tree-sha1 = "18d7deab5fb0440dc6a7b6993c5c27b25420de10"
git-tree-sha1 = "31bb6c92405c084617facc1d7ed9eb6c402d061e"
uuid = "34004b35-14d8-5ef3-9330-4cdb6864b03a"
version = "0.3.29"
version = "0.3.30"
[[deps.ICU_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
@@ -412,9 +406,9 @@ version = "1.8.0"
[[deps.JSON]]
deps = ["Dates", "Logging", "Parsers", "PrecompileTools", "StructUtils", "UUIDs", "Unicode"]
git-tree-sha1 = "c89d196f5ffb64bfbf80985b699ea913b0d2c211"
git-tree-sha1 = "65979512c25a0727f050e6e4be40f0fd9ec893f7"
uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
version = "1.6.1"
version = "1.7.0"
weakdeps = ["ArrowTypes"]
[deps.JSON.extensions]
@@ -432,9 +426,9 @@ weakdeps = ["ArrowTypes"]
[[deps.JuliaInterpreter]]
deps = ["CodeTracking", "InteractiveUtils", "Random", "UUIDs"]
git-tree-sha1 = "58927c485919bf17ea308d9d82156de1adf4b006"
git-tree-sha1 = "c3d401f110454b4ea24a76be33f6ee0d7d385103"
uuid = "aa1ae85d-cabe-5617-a682-6adf51b2e16a"
version = "0.10.12"
version = "0.11.4"
[[deps.JuliaSyntaxHighlighting]]
deps = ["StyledStrings"]
@@ -506,12 +500,6 @@ version = "1.11.3+1"
uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
version = "1.11.0"
[[deps.Libiconv_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "be484f5c92fad0bd8acfef35fe017900b0b73809"
uuid = "94ce4f54-9a6c-5748-9c1c-f9c7231a4531"
version = "1.18.0+0"
[[deps.LinearAlgebra]]
deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
@@ -539,9 +527,9 @@ version = "1.11.0"
[[deps.LoweredCodeUtils]]
deps = ["CodeTracking", "Compiler", "JuliaInterpreter"]
git-tree-sha1 = "3733419e9a71156b389f3e331672d2e95436783f"
git-tree-sha1 = "1d4c737ab26f51ceed52ab2019c09b7660eb7440"
uuid = "6f1432cf-f94c-5a45-995e-cdbf5db27b0b"
version = "3.6.2"
version = "3.8.0"
[[deps.MacroTools]]
git-tree-sha1 = "1e0228a030642014fe5cfe68c2c0a818f9e3f522"
@@ -599,9 +587,9 @@ version = "0.1.1"
[[deps.NanoDates]]
deps = ["Dates", "Parsers"]
git-tree-sha1 = "850a0557ae5934f6e67ac0dc5ca13d0328422d1f"
git-tree-sha1 = "77c7e98ca39aefb481f9b97a2f4f5c5471c08a1d"
uuid = "46f1a544-deae-4307-8689-c12aa3c955c6"
version = "1.0.3"
version = "1.1.0"
[[deps.NetworkOptions]]
uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
@@ -640,15 +628,15 @@ uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
version = "0.5.6+0"
[[deps.OrderedCollections]]
git-tree-sha1 = "94ba93778373a53bfd5a0caaf7d809c445292ff4"
git-tree-sha1 = "05f45c2e0de6259db764adbfd2f1dc6d3f8de13c"
uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
version = "1.8.2"
version = "2.0.1"
[[deps.PDMats]]
deps = ["LinearAlgebra", "SparseArrays", "SuiteSparse"]
git-tree-sha1 = "26766d4b5f1a410c218a19b85a672c6edb693c65"
git-tree-sha1 = "123266c25174ef6c8d4718920abc206452cf8de6"
uuid = "90014a1f-27ba-587c-ab20-58faa44d9150"
version = "0.11.40"
version = "0.11.41"
weakdeps = ["StatsBase"]
[deps.PDMats.extensions]
@@ -656,9 +644,9 @@ weakdeps = ["StatsBase"]
[[deps.Parsers]]
deps = ["Dates", "PrecompileTools", "UUIDs"]
git-tree-sha1 = "32a4e09c5f29402573d673901778a0e03b0807b9"
git-tree-sha1 = "3de8f5e6e90ebfa8d6d1f86997d6cdcd6a912ff3"
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
version = "2.8.6"
version = "2.8.7"
[[deps.Pkg]]
deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "Random", "SHA", "TOML", "Tar", "UUIDs", "p7zip_jll"]
@@ -688,15 +676,15 @@ uuid = "21216c6a-2e73-6563-6e65-726566657250"
version = "1.5.2"
[[deps.PrettyPrinting]]
git-tree-sha1 = "142ee93724a9c5d04d78df7006670a93ed1b244e"
git-tree-sha1 = "0b7f4ad437e31c51cf5b91fb103579b04025170a"
uuid = "54e16d92-306c-5ea0-a30b-337be88ac337"
version = "0.4.2"
version = "0.4.3"
[[deps.PrettyTables]]
deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "REPL", "Reexport", "StringManipulation", "Tables"]
git-tree-sha1 = "ebf455bb866ee6737030e3d3816bb6a0683c4325"
git-tree-sha1 = "4ac881f5432bd93463a41767a814a45245be22b6"
uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
version = "3.4.0"
version = "3.4.6"
[deps.PrettyTables.extensions]
PrettyTablesExcelExt = "XLSX"
@@ -757,15 +745,15 @@ version = "1.3.1"
[[deps.Reseau]]
deps = ["NetworkOptions", "OpenSSL_jll", "PrecompileTools", "Random", "SHA"]
git-tree-sha1 = "0eab6d95ed40c2ef3992255c1c71e4f9748932b5"
git-tree-sha1 = "701ef63506992668c0069a4d1ac1540b77258e6c"
uuid = "802f3686-a58f-41ce-bb0c-3c43c75bba36"
version = "1.3.1"
version = "1.3.6"
[[deps.Revise]]
deps = ["CRC32c", "CodeTracking", "FileWatching", "InteractiveUtils", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "Preferences", "REPL", "UUIDs"]
git-tree-sha1 = "27e3ee13fc8739a59b380d6163d6a82f52c03bd7"
deps = ["CRC32c", "CodeTracking", "FileWatching", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "Preferences", "REPL", "UUIDs"]
git-tree-sha1 = "ec46aed6a3a8cc6b67839ca361e7b4aa32eaeee1"
uuid = "295af30f-e4ad-537b-8983-00126c2a3abe"
version = "3.15.1"
version = "3.16.3"
weakdeps = ["Distributed"]
[deps.Revise.extensions]
@@ -779,15 +767,15 @@ version = "0.9.0"
[[deps.Rmath_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "58cdd8fb2201a6267e1db87ff148dd6c1dbd8ad8"
git-tree-sha1 = "6d40b2fe70437b01397d2a4d5b020008da4e7019"
uuid = "f50d1b31-88e8-58de-be2c-1cc44531875f"
version = "0.5.1+0"
version = "0.5.2+0"
[[deps.Roots]]
deps = ["Accessors", "CommonSolve", "Printf"]
git-tree-sha1 = "a7caaf7ba8cf307112ca443784d1b56b4a591455"
git-tree-sha1 = "7fb25a964849d90a0446366cdefca822e0e84900"
uuid = "f2b01f46-fcfa-551c-844a-d8ac1e96c665"
version = "3.0.5"
version = "3.0.6"
[deps.Roots.extensions]
RootsChainRulesCoreExt = "ChainRulesCore"
@@ -840,12 +828,6 @@ git-tree-sha1 = "084c47c7c5ce5cfecefa0a98dff69eb3646b5a80"
uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
version = "1.4.10"
[[deps.Serde]]
deps = ["CSV", "Dates", "EzXML", "JSON", "TOML", "UUIDs", "YAML"]
git-tree-sha1 = "f397fc8779cc53e4677c2708f3802c6996f28d00"
uuid = "db9b398d-9517-45f8-9a95-92af99003e0e"
version = "3.7.2"
[[deps.Serialization]]
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
version = "1.11.0"
@@ -879,9 +861,9 @@ version = "1.12.0"
[[deps.SpecialFunctions]]
deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
git-tree-sha1 = "6547cbdd8ce32efba0d21c5a40fa96d1a3548f9f"
git-tree-sha1 = "c3ac026e735264e9bdc6a9bcbd1b1e781b36e3bc"
uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
version = "2.8.0"
version = "2.8.3"
[deps.SpecialFunctions.extensions]
SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
@@ -932,9 +914,9 @@ version = "0.34.12"
[[deps.StatsFuns]]
deps = ["HypergeometricFunctions", "IrrationalConstants", "LogExpFunctions", "Reexport", "Rmath", "SpecialFunctions"]
git-tree-sha1 = "770240df9a3b8888065046948f7a09b4e0f997d5"
git-tree-sha1 = "91a5737baed20ee31f3faea0e51f57461f6a689e"
uuid = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
version = "2.2.0"
version = "2.2.1"
[deps.StatsFuns.extensions]
StatsFunsChainRulesCoreExt = "ChainRulesCore"
@@ -950,17 +932,11 @@ git-tree-sha1 = "cd83a04baf746e3b43b83c61b7de77ab0409b80a"
uuid = "88034a9c-02f8-509d-84a9-84ec65e18404"
version = "1.0.0"
[[deps.StringEncodings]]
deps = ["Libiconv_jll"]
git-tree-sha1 = "b765e46ba27ecf6b44faf70df40c57aa3a547dcb"
uuid = "69024149-9ee7-55f6-a4c4-859efe599b68"
version = "0.3.7"
[[deps.StringManipulation]]
deps = ["PrecompileTools"]
git-tree-sha1 = "d05693d339e37d6ab134c5ab53c29fce5ee5d7d5"
git-tree-sha1 = "8a90c1d77c3277a5d43b83927b3cbe2c70a37484"
uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
version = "0.4.4"
version = "0.4.7"
[[deps.StructTypes]]
deps = ["Dates", "UUIDs"]
@@ -970,9 +946,9 @@ version = "1.11.0"
[[deps.StructUtils]]
deps = ["Dates", "UUIDs"]
git-tree-sha1 = "82bee338d650aa515f31866c460cb7e3bcef90b8"
git-tree-sha1 = "c65ae4aa47e543c278aea0a3468786d33021a3ff"
uuid = "ec057cc2-7a8d-4b58-b3b3-92acb9f63b42"
version = "2.8.2"
version = "2.8.4"
[deps.StructUtils.extensions]
StructUtilsMeasurementsExt = ["Measurements"]
@@ -1046,9 +1022,9 @@ uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
version = "0.11.3"
[[deps.URIs]]
git-tree-sha1 = "bef26fb046d031353ef97a82e3fdb6afe7f21b1a"
git-tree-sha1 = "3b0738bd7c5645641845da25cbd99800b8718689"
uuid = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
version = "1.6.1"
version = "1.6.2"
[[deps.UTCDateTimes]]
deps = ["Dates", "TimeZones"]
@@ -1076,23 +1052,11 @@ git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
version = "1.6.1"
[[deps.XML2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libiconv_jll", "Zlib_jll"]
git-tree-sha1 = "3f3315d89fc954a28f5b471bce698ed6e27481be"
uuid = "02c8fc9c-b97f-50b9-bbe4-9be30ff0a78a"
version = "2.15.3+0"
[[deps.YAML]]
deps = ["Base64", "Dates", "Printf", "StringEncodings"]
git-tree-sha1 = "a1c0c7585346251353cddede21f180b96388c403"
uuid = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6"
version = "0.4.16"
[[deps.YiemAgent]]
deps = ["Base64", "CSV", "DataFrames", "DataStructures", "Dates", "HTTP", "JSON", "LLMMCTS", "LibPQ", "NATS", "PrettyPrinting", "Random", "Revise", "SQLLLM", "Serde", "Serialization", "URIs", "UUIDs"]
deps = ["Base64", "CSV", "DataFrames", "DataStructures", "Dates", "GeneralUtils", "HTTP", "JSON", "LLMMCTS", "LibPQ", "NATS", "PrettyPrinting", "Random", "Revise", "SQLLLM", "Serialization", "URIs", "UUIDs"]
path = "."
uuid = "e012c34b-7f78-48e0-971c-7abb83b6f0a2"
version = "0.7.4"
version = "0.8.0"
[[deps.Zlib_jll]]
deps = ["Libdl"]
Project.toml
-2
View File
@@ -19,7 +19,6 @@ PrettyPrinting = "54e16d92-306c-5ea0-a30b-337be88ac337"
Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
Revise = "295af30f-e4ad-537b-8983-00126c2a3abe"
SQLLLM = "2ebc79c7-cc10-4a3a-9665-d2e1d61e63d3"
Serde = "db9b398d-9517-45f8-9a95-92af99003e0e"
Serialization = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
URIs = "5c2747f8-b7ea-4ff2-ba2e-563bfd36b1d4"
UUIDs = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
@@ -34,4 +33,3 @@ JSON = "1.6.1"
LLMMCTS = "0.1.5"
NATS = "0.1.0"
SQLLLM = "0.2.8"
Serde = "3.7.2"
src/agentCore.jl
+1 -1
View File
@@ -3,7 +3,7 @@ module agentCore
export _agent_loop, OpenAiToUserMessage
using JSON, DataStructures, Dates, UUIDs, HTTP, Random, PrettyPrinting, Serialization,
DataFrames, Serde, Base.Threads
DataFrames, Base.Threads
using GeneralUtils
using ..type, ..utils
src/api.jl
+1 -1
View File
@@ -3,7 +3,7 @@ module api
export prompt
using JSON, DataStructures, Dates, UUIDs, HTTP, Random, PrettyPrinting, Serialization,
DataFrames, Serde
DataFrames
using GeneralUtils
using ..type, ..utils
src/tools/registry.jl
+1 -1
View File
@@ -74,7 +74,7 @@ function getTool()::agentTool
execute = (toolCallId, args, signal, onPartialResult) -> begin
city = args["city"]
return agentToolResult(
[textContent("Sunny, 22C in $(city)")],
[textContent("Sunny, 22C in Bangkok")],
Dict{Any,Any}(), nothing, false
)
end,
src/type.jl
+2 -2
View File
@@ -9,7 +9,7 @@
# Message types
userMessage, assistantMessage, toolResultMessage,
# Tool types
agentTool, validateRequiredArgs
agentTool, validateRequiredArgs,
# Context types
agentContext, agentState, agentToolCall, prepareNextTurnContext,
# Loop & execution types
@@ -248,7 +248,7 @@ tool = agentTool(
execute=(toolCallId, args, signal, onPartialResult) -> begin
city = args["city"]
return agentToolResult(
[textContent("Sunny, 22C in $(city)")],
[textContent("Sunny, 22C in Bangkok")],
Dict{Any,Any}(), nothing, false
)
end,
src_OLD/OLD_interface.jl
+1 -1
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@@ -4,7 +4,7 @@ export addNewMessage, conversation, decisionMaker, reflector, generatechat,
generalconversation, detectWineryName, generateSituationReport
using JSON, DataStructures, Dates, UUIDs, HTTP, Random, PrettyPrinting, Serialization,
DataFrames, Serde
DataFrames
using GeneralUtils
using ..type, ..util, ..llmfunction
src_OLD/llmfunction.jl
+1 -1
View File
@@ -5,7 +5,7 @@ export virtualWineUserChatbox, jsoncorrection, search_wine_database!, # recomme
extractWineAttributes_2, paraphrase, SQLexecution
using HTTP, JSON, URIs, Random, PrettyPrinting, UUIDs, Dates, DataFrames, DataStructures,
Base64, Serde, LibPQ, NATS
Base64, LibPQ, NATS
using GeneralUtils, SQLLLM
using ..type, ..util
test/loadToolTest.jl
+1
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@@ -0,0 +1 @@
using YiemAgent