package chatoyant
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OCaml-first LLM SDK with Melange-generated JavaScript
Install
dune-project
Dependency
Authors
Maintainers
Sources
chatoyant-v0.12.2.tbz
sha256=a885dcf4b3c6ede268e2027bedf6955a5c889f7ed01c40b719f8369655957d47
sha512=0bb8dfa12157ba2e482927717c2242c1ea914dce1427801e405987811550afbd6d6b11f07d1e1379259360d17f4ca43ff81963bf407cddb7bedd0dfbb93a55ee
doc/src/chatoyant.core/tool.ml.html
Source file tool.ml
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163type context = { model : string; provider : Chatoyant_provider.Provider.id } type call = { id : string; name : string; arguments : Chatoyant_runtime.Json.t } type result = { id : string; ok : bool; value : Chatoyant_runtime.Json.t option; error : string option; } type t = { tool_name : string; tool_description : string; tool_parameters : Chatoyant_schema.Schema.field; tool_result_schema : Chatoyant_schema.Schema.field option; execute : context -> Chatoyant_runtime.Json.t -> (Chatoyant_runtime.Json.t, string) Stdlib.result; } let create ~name ~description ~parameters ?result_schema execute = { tool_name = name; tool_description = description; tool_parameters = parameters; tool_result_schema = result_schema; execute; } let create_typed ~name ~description ~args ~result execute = create ~name ~description ~parameters:(Chatoyant_schema.Codec.schema args) ~result_schema:(Chatoyant_schema.Codec.schema result) (fun context json -> match Chatoyant_schema.Codec.decode args json with | Error message -> Error message | Ok args -> ( match execute context args with | Error _ as err -> err | Ok value -> Ok (Chatoyant_schema.Codec.encode result value))) let name tool = tool.tool_name let description tool = tool.tool_description let parameters tool = tool.tool_parameters let json_schema tool = Chatoyant_schema.Schema.to_json_schema tool.tool_parameters let to_provider_definition (tool : t) : Chatoyant_provider.Provider.tool_definition = { Chatoyant_provider.Provider.tool_name = tool.tool_name; tool_description = Some tool.tool_description; tool_parameters = json_schema tool; tool_strict = Some true; } let failure id message = { id; ok = false; value = None; error = Some message } let success id value = { id; ok = true; value = Some value; error = None } let execute_call context call tool = if call.name <> tool.tool_name then failure call.id ("Unknown tool: " ^ call.name) else match Chatoyant_schema.Value.validate tool.tool_parameters call.arguments with | Error error -> failure call.id (Chatoyant_schema.Value.error_to_string error) | Ok () -> ( match tool.execute context call.arguments with | Error message -> failure call.id message | Ok value -> ( match tool.tool_result_schema with | None -> success call.id value | Some schema -> ( match Chatoyant_schema.Value.validate schema value with | Ok () -> success call.id value | Error error -> failure call.id (Chatoyant_schema.Value.error_to_string error)))) let string value = Chatoyant_runtime.Json.String value let add_opt name value fields = match value with None -> fields | Some value -> (name, value) :: fields let call_to_json (call : call) = Chatoyant_runtime.Json.Object [ ("id", string call.id); ("name", string call.name); ("arguments", call.arguments); ] let result_to_json (result : result) = [ ("id", string result.id); ("ok", Chatoyant_runtime.Json.Bool result.ok) ] |> add_opt "value" result.value |> add_opt "error" (Option.map string result.error) |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields module Args = struct let ( let* ) result fn = Stdlib.Result.bind result fn let field name json = match Chatoyant_runtime.Json.field name json with | Some value -> Ok value | None -> Error ("missing field: " ^ name) let type_error name expected = Error ("expected field " ^ name ^ " to be " ^ expected) let string name json = let* value = field name json in match Chatoyant_runtime.Json.as_string value with | Some value -> Ok value | None -> type_error name "a string" let float name json = let* value = field name json in match Chatoyant_runtime.Json.as_float value with | Some value -> Ok value | None -> type_error name "a number" let int name json = let* value = field name json in match Chatoyant_runtime.Json.as_int value with | Some value -> Ok value | None -> type_error name "an integer" let bool name json = let* value = field name json in match Chatoyant_runtime.Json.as_bool value with | Some value -> Ok value | None -> type_error name "a boolean" let object_ name json = let* value = field name json in match Chatoyant_runtime.Json.as_object value with | Some value -> Ok value | None -> type_error name "an object" let list name json = let* value = field name json in match Chatoyant_runtime.Json.as_list value with | Some value -> Ok value | None -> type_error name "an array" let optional decode name json = match Chatoyant_runtime.Json.field name json with | None | Some Chatoyant_runtime.Json.Null -> Ok None | Some _ -> Stdlib.Result.map Option.some (decode name json) end module Json = struct let null = Chatoyant_runtime.Json.Null let string value = Chatoyant_runtime.Json.String value let float value = Chatoyant_runtime.Json.Float value let int value = Chatoyant_runtime.Json.Float (Float.of_int value) let bool value = Chatoyant_runtime.Json.Bool value let object_ fields = Chatoyant_runtime.Json.Object fields let array values = Chatoyant_runtime.Json.Array values end
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