package ocaml-ai-sdk
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OCaml AI SDK - Provider abstraction for AI models
Install
dune-project
Dependency
Authors
Maintainers
Sources
ocaml-ai-sdk-0.6.1.tbz
sha256=cb3b82428abcda76c02ec92f8103a4db28edf3f42795794a37135e9a3c40af96
sha512=11be8889ee25bee67b2be00553c42a4692bc73e5ce23985e8bb87f8a07e9d8f556b5a63b219fe5fe30366c8b0d4edae494afa80ccfbfcb112f1fa1e458de55bf
doc/src/ocaml-ai-sdk.ai_provider_anthropic/anthropic_api.ml.html
Source file anthropic_api.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 148open 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 (* Fallback for direct API use; anthropic_model.ml always passes model-aware default *) 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 make_headers ~(config : Config.t) ~extra_headers = let base_headers = [ "content-type", "application/json"; "anthropic-version", "2023-06-01" ] in let auth_headers = 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 ~extra_headers ~stream = let body_json = request_body_to_json body in match config.Config.fetch with | Some fetch -> let headers = 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 headers = make_headers ~config ~extra_headers in let cohttp_headers = 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 resp_headers = 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))
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