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_stream.ml.html
Source file convert_stream.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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268open Melange_json.Primitives type tool_call_state = { id : string; name : string; } type delta_tool_call_function_json = { name : string option; [@json.default None] arguments : string option; [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type delta_tool_call_json = { index : int; id : string option; [@json.default None] function_ : delta_tool_call_function_json option; [@json.key "function"] [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type delta_json = { content : string option; [@json.default None] reasoning : string option; [@json.default None] reasoning_details : Convert_response.reasoning_detail_json list; [@json.default []] tool_calls : delta_tool_call_json list; [@json.default []] annotations : Convert_response.annotation_json list; [@json.default []] } [@@json.allow_extra_fields] [@@deriving of_json] type choice_json = { index : int; [@json.default 0] delta : delta_json; finish_reason : string option; [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type chunk_json = { id : string option; [@json.default None] model : string option; [@json.default None] provider : string option; [@json.default None] choices : choice_json list; [@json.default []] usage : Convert_usage.openrouter_usage option; [@json.default None] images : Convert_response.image_json list; [@json.default []] } [@@json.allow_extra_fields] [@@deriving of_json] let empty_usage = { Ai_provider.Usage.input_tokens = 0; output_tokens = 0; total_tokens = None } let response_info_of_event (event : Sse.event) = if String.equal event.data "[DONE]" then None else ( try let body = Yojson.Basic.from_string event.data in let chunk = chunk_json_of_json body in match chunk.choices, chunk.id, chunk.model with | [], _, _ | _, None, None -> None | _ :: _, id, model -> Some { Ai_provider.Generate_result.id; model; headers = []; body } with Yojson.Json_error _ | Melange_json.Of_json_error _ -> None) let response_info events = let events = Lwt_stream.clone events in let rec find () = let%lwt event = Lwt_stream.get events in match event with | None -> Lwt.return_none | Some event -> match response_info_of_event event with | Some info -> Lwt.return_some info | None -> find () in find () (** Extract an error message from a streaming error chunk and emit error + finish. *) let process_error_chunk ~push ~emit_finish fields = let error_json = Option.value (List.assoc_opt "error" fields) ~default:(`Assoc fields) in let error = Openrouter_error.of_error_json error_json in push (Some (Ai_provider.Stream_part.Error { error })); emit_finish Ai_provider.Finish_reason.Error (** Emit reasoning stream parts from structured reasoning_details with legacy fallback. *) let process_reasoning_deltas ~push ~has_encrypted_reasoning (delta : delta_json) = match delta.reasoning_details with | _ :: _ as details -> List.iter (fun (d : Convert_response.reasoning_detail_json) -> match d.type_ with | "reasoning.text" -> Stdlib.Option.iter (fun text -> push (Some (Ai_provider.Stream_part.Reasoning { text; signature = d.signature; provider_options = Ai_provider.Provider_options.empty }))) d.text | "reasoning.encrypted" -> (* Encrypted reasoning is preserved for roundtripping only; it does not produce a visible reasoning delta (matches upstream). *) (match d.data with | Some data when String.length data > 0 -> has_encrypted_reasoning := true | Some _ | None -> ()) | "reasoning.summary" -> Stdlib.Option.iter (fun summary -> push (Some (Ai_provider.Stream_part.Reasoning { text = summary; signature = None; provider_options = Ai_provider.Provider_options.empty }))) d.summary | _ -> ()) details | [] -> (* Fallback to legacy reasoning *) Stdlib.Option.iter (fun text -> push (Some (Ai_provider.Stream_part.Reasoning { text; signature = None; provider_options = Ai_provider.Provider_options.empty }))) delta.reasoning (** Process a single tool call delta: register new tool calls and emit argument deltas. *) let process_tool_call_delta ~push ~has_tool_calls ~tool_calls (tc : delta_tool_call_json) = Stdlib.Option.iter (fun id -> has_tool_calls := true; let name = match tc.function_ with | Some { name = Some n; _ } -> n | Some { name = None; _ } | None -> "" in Hashtbl.replace tool_calls tc.index { id; name }) tc.id; match tc.function_ with | Some { arguments = Some args; _ } when String.length args > 0 -> (match Hashtbl.find_opt tool_calls tc.index with | Some { id; name } -> push (Some (Ai_provider.Stream_part.Tool_call_delta { tool_call_type = "function"; tool_call_id = id; tool_name = name; args_text_delta = args })) | None -> ()) | Some _ | None -> () let transform events ~warnings = let tool_calls : (int, tool_call_state) Hashtbl.t = Hashtbl.create 4 in let is_first = ref true in let finished = ref false in let last_usage = ref None in let last_finish_reason = ref None in let has_tool_calls = ref false in let has_encrypted_reasoning = ref false in let annotation_index = ref 0 in let serving_provider = ref None in let stream, push = Lwt_stream.create () in let emit_start () = if !is_first then begin push (Some (Ai_provider.Stream_part.Stream_start { warnings })); is_first := false end in let finish_open_tool_calls () = Hashtbl.iter (fun _index (state : tool_call_state) -> push (Some (Ai_provider.Stream_part.Tool_call_finish { tool_call_id = state.id }))) tool_calls; Hashtbl.clear tool_calls in let apply_finish_overrides (fr : Ai_provider.Finish_reason.t) = match !has_tool_calls, !has_encrypted_reasoning, fr with | true, true, Stop -> Ai_provider.Finish_reason.Tool_calls | true, _, Other _ -> Ai_provider.Finish_reason.Tool_calls | _ -> fr in let emit_finish reason = if not !finished then begin let usage = match !last_usage with | Some u -> Convert_usage.to_usage u | None -> empty_usage in let final_reason = apply_finish_overrides reason in let provider_metadata = Option.map (fun provider -> Ai_provider.Provider_options.set Convert_response.Openrouter_provider provider Ai_provider.Provider_options.empty) !serving_provider in push (Some (Ai_provider.Stream_part.Finish { finish_reason = final_reason; usage; provider_metadata })); finished := true end in Lwt.async (fun () -> let%lwt () = Lwt_stream.iter (fun (evt : Sse.event) -> match String.equal evt.data "[DONE]" with | true -> finish_open_tool_calls (); let reason = match !last_finish_reason with | Some r -> r | None -> Ai_provider.Finish_reason.Stop in emit_finish reason | false -> try let json = Yojson.Basic.from_string evt.data in match json with | `Assoc fields when List.mem_assoc "error" fields -> process_error_chunk ~push ~emit_finish fields | _ -> let chunk = chunk_json_of_json json in emit_start (); Stdlib.Option.iter (fun provider -> serving_provider := Some provider) chunk.provider; Stdlib.Option.iter (fun u -> last_usage := Some u) chunk.usage; (* Images at chunk level *) List.iter (fun img -> match Convert_response.convert_image img with | Some (Ai_provider.Content.File { data; media_type }) -> push (Some (Ai_provider.Stream_part.File { data; media_type })) | Some _ | None -> ()) chunk.images; (match List.nth_opt chunk.choices 0 with | None -> () | Some choice -> let delta = choice.delta in process_reasoning_deltas ~push ~has_encrypted_reasoning delta; (* Text content *) Stdlib.Option.iter (fun text -> push (Some (Ai_provider.Stream_part.Text { text }))) delta.content; (* Tool calls *) List.iter (process_tool_call_delta ~push ~has_tool_calls ~tool_calls) delta.tool_calls; (* Annotations (url_citation -> Source parts) *) List.iter (fun a -> let idx = !annotation_index in incr annotation_index; match Convert_response.convert_annotation ~index:idx a with | Some (Ai_provider.Content.Source { source_type; id; url; title; provider_options }) -> push (Some (Ai_provider.Stream_part.Source { source_type; id; url; title; provider_options })) | Some _ | None -> ()) delta.annotations; (* Finish reason -- store and emit *) Stdlib.Option.iter (fun reason -> let mapped = Convert_response.map_finish_reason (Some reason) in last_finish_reason := Some mapped; finish_open_tool_calls (); emit_finish mapped) choice.finish_reason) with (Yojson.Json_error _ | Melange_json.Of_json_error _) as exn -> push (Some (Ai_provider.Stream_part.Error { error = { Ai_provider.Provider_error.provider = "openrouter"; kind = Deserialization_error { message = Printexc.to_string exn; raw = evt.data }; is_retryable = false; retry_after_s = None; }; }))) events in push None; Lwt.return_unit); stream
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