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-0.1.tbz
sha256=467ed85a42617ce399d0032d81f27f8dd2e8ca9b0753daeb2cbd84bf46761370
sha512=f5e96feea16c6ffdb45f49ee3e84e9cdb5426245c1ac32acc6434c15b949cc576c1007ed463bf1362dce507d10700eb96acf5a42fa7eed4e8e491ae0214a2e4a
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 133open Melange_json.Primitives type thinking_config = { type_ : string; [@json.key "type"] budget_tokens : int; } [@@deriving to_json] type request_body = { model : string; messages : Melange_json.t list; system : string 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] 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 ?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 thinking_json = match thinking with | Some t when t.Thinking.enabled -> Some { type_ = "enabled"; budget_tokens = Thinking.to_int t.budget_tokens } | Some _ | None -> None 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 { 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; 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 body_to_line_stream body = let raw_stream = Cohttp_lwt.Body.to_stream body in let buf = Buffer.create 256 in let line_stream, push = Lwt_stream.create () in Lwt.async (fun () -> let%lwt () = Lwt_stream.iter (fun chunk -> let len = String.length chunk in let i = ref 0 in while !i < len do let c = String.get chunk !i in (match c with | '\n' -> push (Some (Buffer.contents buf)); Buffer.clear buf | '\r' -> () | c -> Buffer.add_char buf c); incr i done) raw_stream in (* Flush remaining data after stream ends *) if Buffer.length buf > 0 then push (Some (Buffer.contents buf)); push None; Lwt.return_unit); line_stream 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 = Cohttp_lwt_unix.Client.post ~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 err = Anthropic_error.of_response ~status ~body:body_str in Lwt.fail (Ai_provider.Provider_error.Provider_error err) | false, true -> Lwt.return (`Stream (body_to_line_stream 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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