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_openai/openai_api.ml.html
Source file openai_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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152open Melange_json.Primitives type stream_options = { include_usage : bool } [@@deriving to_json] type request_body = { model : string; messages : Melange_json.t list; temperature : float option; [@json.option] [@json.drop_default] top_p : float option; [@json.option] [@json.drop_default] max_tokens : int option; [@json.option] [@json.drop_default] max_completion_tokens : int option; [@json.option] [@json.drop_default] frequency_penalty : float option; [@json.option] [@json.drop_default] presence_penalty : float option; [@json.option] [@json.drop_default] stop : string list option; [@json.option] [@json.drop_default] seed : int option; [@json.option] [@json.drop_default] response_format : 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] parallel_tool_calls : bool option; [@json.option] [@json.drop_default] logit_bias : Melange_json.t option; [@json.option] [@json.drop_default] logprobs : bool option; [@json.option] [@json.drop_default] top_logprobs : int option; [@json.option] [@json.drop_default] user : string option; [@json.option] [@json.drop_default] reasoning_effort : string option; [@json.option] [@json.drop_default] store : bool option; [@json.option] [@json.drop_default] metadata : Melange_json.t option; [@json.option] [@json.drop_default] prediction : Melange_json.t option; [@json.option] [@json.drop_default] service_tier : string option; [@json.option] [@json.drop_default] stream : bool option; [@json.option] [@json.drop_default] stream_options : stream_options option; [@json.option] [@json.drop_default] } [@@deriving to_json] let make_request_body ~model ~messages ?temperature ?top_p ?max_tokens ?max_completion_tokens ?frequency_penalty ?presence_penalty ?stop ?seed ?response_format ?tools ?tool_choice ?parallel_tool_calls ?logit_bias ?logprobs ?top_logprobs ?user ?reasoning_effort ?store ?metadata ?prediction ?service_tier ~stream () = let stop = match stop with | Some (_ :: _ as ss) -> Some ss | Some [] | None -> None in let tools = match tools with | Some (_ :: _ as ts) -> Some ts | Some [] | None -> None in let stream_val, stream_options = match stream with | true -> Some true, Some { include_usage = true } | false -> None, None in { model; messages; temperature; top_p; max_tokens; max_completion_tokens; frequency_penalty; presence_penalty; stop; seed; response_format; tools; tool_choice; parallel_tool_calls; logit_bias; logprobs; top_logprobs; user; reasoning_effort; store; metadata; prediction; service_tier; stream = stream_val; stream_options; } let make_headers ~(config : Config.t) ~extra_headers = let base_headers = [ "content-type", "application/json" ] in let auth_headers = match config.api_key with | Some key -> [ "authorization", "Bearer " ^ key ] | None -> [] in let org_headers = match config.organization with | Some org -> [ "openai-organization", org ] | None -> [] in let project_headers = match config.project with | Some proj -> [ "openai-project", proj ] | None -> [] in base_headers @ auth_headers @ org_headers @ project_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 if Buffer.length buf > 0 then push (Some (Buffer.contents buf)); push None; Lwt.return_unit); line_stream let chat_completions ~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 ^ "/chat/completions") ~headers ~body:body_str in Lwt.return (`Json json) | None -> let url = config.base_url ^ "/chat/completions" 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 = Openai_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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