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_openrouter/convert_response.ml.html
Source file convert_response.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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244open Melange_json.Primitives type function_call_json = { name : string; [@json.default ""] arguments : string; [@json.default ""] } [@@json.allow_extra_fields] [@@deriving of_json] type tool_call_json = { id : string; [@json.default ""] type_ : string; [@json.key "type"] [@json.default "function"] function_ : function_call_json; [@json.key "function"] } [@@json.allow_extra_fields] [@@deriving of_json] type reasoning_detail_json = { type_ : string; [@json.key "type"] [@json.default ""] text : string option; [@json.default None] signature : string option; [@json.default None] data : string option; [@json.default None] summary : string option; [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type annotation_json = { type_ : string; [@json.key "type"] [@json.default ""] url : string option; [@json.default None] title : string option; [@json.default None] start_index : int option; [@json.default None] end_index : int option; [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type image_json = { url : string } [@@json.allow_extra_fields] [@@deriving of_json] type choice_message_json = { role : string option; [@json.default None] content : string option; [@json.default None] reasoning : string option; [@json.default None] reasoning_details : reasoning_detail_json list; [@json.default []] tool_calls : tool_call_json list; [@json.default []] annotations : annotation_json list; [@json.default []] images : image_json list; [@json.default []] } [@@json.allow_extra_fields] [@@deriving of_json] type choice_json = { index : int; [@json.default 0] message : choice_message_json; finish_reason : string option; [@json.default None] error : Melange_json.t option; [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type openrouter_response_json = { id : string option; [@json.default None] model : string option; [@json.default None] provider : string option; [@json.default None] error : Melange_json.t option; [@json.default None] choices : choice_json list; [@json.default []] usage : Convert_usage.openrouter_usage option; [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type _ Ai_provider.Provider_options.key += | Openrouter_provider : string Ai_provider.Provider_options.key | Openrouter_reasoning_details : reasoning_detail_json list Ai_provider.Provider_options.key let map_finish_reason = function | Some "stop" -> Ai_provider.Finish_reason.Stop | Some "length" -> Ai_provider.Finish_reason.Length | Some "content_filter" -> Ai_provider.Finish_reason.Content_filter | Some "tool_calls" -> Ai_provider.Finish_reason.Tool_calls | Some "function_call" -> Ai_provider.Finish_reason.Tool_calls | Some "error" -> Ai_provider.Finish_reason.Error | Some other -> Ai_provider.Finish_reason.Other other | None -> Ai_provider.Finish_reason.Unknown let default_usage = { Ai_provider.Usage.input_tokens = 0; output_tokens = 0; total_tokens = Some 0 } let convert_reasoning_detail (d : reasoning_detail_json) = match d.type_ with | "reasoning.text" -> (match d.text with | Some text when String.length text > 0 -> Some (Ai_provider.Content.Reasoning { text; signature = d.signature; provider_options = Ai_provider.Provider_options.empty }) | Some _ | None -> None) | "reasoning.encrypted" -> (* Encrypted reasoning is an opaque blob for multi-turn roundtripping. It is preserved in response-level providerMetadata and does not produce a visible reasoning content part (matches upstream). *) None | "reasoning.summary" -> (match d.summary with | Some summary when String.length summary > 0 -> Some (Ai_provider.Content.Reasoning { text = summary; signature = None; provider_options = Ai_provider.Provider_options.empty }) | Some _ | None -> None) | _ -> None let convert_annotation ~index (a : annotation_json) = match a.type_ with | "url_citation" -> (match a.url with | Some url -> let id = Printf.sprintf "source-%d" index in Some (Ai_provider.Content.Source { source_type = "url"; id; url; title = a.title; provider_options = Ai_provider.Provider_options.empty }) | None -> None) | _ -> None let convert_image (img : image_json) = let url = img.url in if String.starts_with ~prefix:"data:" url then ( match String.index_opt url ',' with | Some comma_pos -> let header = String.sub url 5 (comma_pos - 5) in let media_type = match String.index_opt header ';' with | Some semi -> String.sub header 0 semi | None -> header in let b64_data = String.sub url (comma_pos + 1) (String.length url - comma_pos - 1) in Some (Ai_provider.Content.File { data = Bytes.of_string b64_data; media_type }) | None -> None) else Some (Ai_provider.Content.File { data = Bytes.of_string url; media_type = "image/png" }) let has_encrypted_reasoning details = List.exists (fun (d : reasoning_detail_json) -> match d.type_, d.data with | "reasoning.encrypted", Some data when String.length data > 0 -> true | _ -> false) details let override_finish_reason ~has_tool_calls ~has_encrypted (finish_reason : Ai_provider.Finish_reason.t) = match has_tool_calls, has_encrypted, finish_reason with | true, true, Stop -> Ai_provider.Finish_reason.Tool_calls | true, _, Other _ -> Ai_provider.Finish_reason.Tool_calls | _ -> finish_reason let parse_response json = let resp = openrouter_response_json_of_json json in let choice = List.nth_opt resp.choices 0 in (* Top-level [resp.error] is already raised upstream by Openrouter_api.check_200_error, so we only handle choice-level errors here. A choice may carry a partial [message] alongside an [error] (e.g. finish_reason="error" after mid-stream provider failure); we raise rather than return the truncated content, since partial output would fail downstream structured-output validation and a clean error drives retry/error handling. *) (match choice with | Some { error = Some error_json; _ } -> let err = Openrouter_error.of_error_json error_json in raise (Ai_provider.Provider_error.Provider_error err) | Some { error = None; _ } | None -> ()); let content = match choice with | None -> [] | Some { message; _ } -> let reasoning_content = match message.reasoning_details with | _ :: _ as details -> List.filter_map convert_reasoning_detail details | [] -> match message.reasoning with | Some text when String.length text > 0 -> [ Ai_provider.Content.Reasoning { text; signature = None; provider_options = Ai_provider.Provider_options.empty }; ] | Some _ | None -> [] in let text_content = match message.content with | Some text when String.length text > 0 -> [ Ai_provider.Content.Text { text } ] | Some _ | None -> [] in let tool_content = List.map (fun (tc : tool_call_json) -> Ai_provider.Content.Tool_call { tool_call_type = "function"; tool_call_id = tc.id; tool_name = tc.function_.name; args = tc.function_.arguments; }) message.tool_calls in let source_content = message.annotations |> List.mapi (fun i a -> convert_annotation ~index:i a) |> List.filter_map Fun.id in let image_content = List.filter_map convert_image message.images in reasoning_content @ text_content @ tool_content @ source_content @ image_content in let has_tool_calls = match choice with | Some { message; _ } -> message.tool_calls <> [] | None -> false in let has_encrypted = match choice with | Some { message; _ } -> has_encrypted_reasoning message.reasoning_details | None -> false in let finish_reason = match choice with | Some { finish_reason; _ } -> map_finish_reason finish_reason | None -> Ai_provider.Finish_reason.Unknown in let finish_reason = override_finish_reason ~has_tool_calls ~has_encrypted finish_reason in let usage, provider_metadata = match resp.usage with | Some u -> let metadata = Convert_usage.to_metadata u in let provider_metadata = Ai_provider.Provider_options.set Convert_usage.Openrouter_usage metadata Ai_provider.Provider_options.empty in Convert_usage.to_usage u, provider_metadata | None -> default_usage, Ai_provider.Provider_options.empty in let provider_metadata = match resp.provider with | Some p -> Ai_provider.Provider_options.set Openrouter_provider p provider_metadata | None -> provider_metadata in (* Preserve raw reasoning_details for multi-turn roundtripping (encrypted reasoning) *) let provider_metadata = match choice with | Some { message = { reasoning_details = _ :: _ as details; _ }; _ } -> Ai_provider.Provider_options.set Openrouter_reasoning_details details provider_metadata | Some _ | None -> provider_metadata in { Ai_provider.Generate_result.content; finish_reason; usage; warnings = []; provider_metadata; request = { body = json }; response = { id = resp.id; model = resp.model; headers = []; body = json }; }
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