Source file anthropic_api.ml
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open Melange_json.Primitives
type thinking_config = {
type_ : string; [@json.key "type"]
budget_tokens : int option; [@json.option] [@json.drop_default]
display : string option; [@json.option] [@json.drop_default]
}
[@@deriving to_json]
type output_format = {
type_ : string; [@json.key "type"]
schema : Melange_json.t;
}
[@@deriving to_json]
type output_config = {
format : output_format option; [@json.option] [@json.drop_default]
effort : string option; [@json.option] [@json.drop_default]
}
[@@deriving to_json]
type request_body = {
model : string;
messages : Melange_json.t list;
system : Melange_json.t option; [@json.option] [@json.drop_default]
tools : Melange_json.t list option; [@json.option] [@json.drop_default]
tool_choice : Melange_json.t option; [@json.option] [@json.drop_default]
max_tokens : int;
temperature : float option; [@json.option] [@json.drop_default]
top_p : float option; [@json.option] [@json.drop_default]
top_k : int option; [@json.option] [@json.drop_default]
stop_sequences : string list option; [@json.option] [@json.drop_default]
thinking : thinking_config option; [@json.option] [@json.drop_default]
output_config : output_config option; [@json.option] [@json.drop_default]
stream : bool option; [@json.option] [@json.drop_default]
}
[@@deriving to_json]
let make_request_body ~model ~messages ?system ?tools ?tool_choice ?max_tokens ?temperature ?top_p ?top_k
?stop_sequences ?thinking ?output_config ?stream () =
let messages_json = List.map Convert_prompt.anthropic_message_to_json messages in
let tools_json =
match tools with
| Some (_ :: _ as ts) -> Some (List.map Convert_tools.anthropic_tool_to_json ts)
| Some [] | None -> None
in
let tool_choice_json = Option.map Convert_tools.anthropic_tool_choice_to_json tool_choice in
let max_tokens =
match max_tokens with
| Some n -> n
| None -> 4096
in
let display_to_string = function
| Thinking.Summarized -> "summarized"
| Thinking.Omitted -> "omitted"
in
let thinking_json =
match thinking with
| None -> None
| Some Thinking.Disabled -> Some { type_ = "disabled"; budget_tokens = None; display = None }
| Some (Thinking.Adaptive { display }) ->
Some { type_ = "adaptive"; budget_tokens = None; display = Option.map display_to_string display }
| Some (Thinking.Enabled { budget_tokens; display }) ->
Some
{
type_ = "enabled";
budget_tokens = Some (Thinking.to_int budget_tokens);
display = Option.map display_to_string display;
}
in
let stream =
match stream with
| Some true -> Some true
| Some false | None -> None
in
let stop_sequences =
match stop_sequences with
| Some (_ :: _ as ss) -> Some ss
| Some [] | None -> None
in
let output_config =
match output_config with
| Some { format = None; effort = None } -> None
| _ -> output_config
in
{
model;
messages = messages_json;
system;
tools = tools_json;
tool_choice = tool_choice_json;
max_tokens;
temperature;
top_p;
top_k;
stop_sequences;
thinking = thinking_json;
output_config;
stream;
}
let ~(config : Config.t) ~ =
let = [ "content-type", "application/json"; "anthropic-version", "2023-06-01" ] in
let =
match config.api_key with
| Some key -> [ "x-api-key", key ]
| None -> []
in
base_headers @ auth_headers @ config.default_headers @ extra_headers
let messages ~config ~body ~ ~stream =
let body_json = request_body_to_json body in
match config.Config.fetch with
| Some fetch ->
let = make_headers ~config ~extra_headers in
let body_str = Yojson.Basic.to_string body_json in
let%lwt json = fetch ~url:(config.base_url ^ "/messages") ~headers ~body:body_str in
Lwt.return (`Json json)
| None ->
let url = config.base_url ^ "/messages" in
let uri = Uri.of_string url in
let = make_headers ~config ~extra_headers in
let = Cohttp.Header.of_list headers in
let body_str = Yojson.Basic.to_string body_json in
let cohttp_body = Cohttp_lwt.Body.of_string body_str in
let%lwt resp, resp_body =
Ai_provider.Http_client.post ~timeouts:config.timeouts ~provider:"anthropic" ~headers:cohttp_headers
~body:cohttp_body uri
in
let status = Cohttp.Response.status resp |> Cohttp.Code.code_of_status in
(match status >= 400, stream with
| true, _ ->
let%lwt body_str = Cohttp_lwt.Body.to_string resp_body in
let = Cohttp.Response.headers resp in
let retry_after_ms = Cohttp.Header.get resp_headers "retry-after-ms" in
let retry_after = Cohttp.Header.get resp_headers "retry-after" in
let err = Anthropic_error.of_response ~retry_after_ms ~retry_after ~status ~body:body_str () in
Lwt.fail (Ai_provider.Provider_error.Provider_error err)
| false, true ->
Lwt.return
(`Stream
(Ai_provider.Http_client.wrap_body_with_idle_timeout ~timeouts:config.timeouts ~provider:"anthropic"
resp_body))
| false, false ->
let%lwt body_str = Cohttp_lwt.Body.to_string resp_body in
let json = Yojson.Basic.from_string body_str in
Lwt.return (`Json json))