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-0.4.tbz
sha256=4f3f22ae61d360b994cd75323bcb6b6bf915f6755fd1e7bab6844ca8a240c1e7
sha512=3c52b17096da818f5d3bcf9fe16826c3bec4533d6a1681e8ba0f957f37ee4f425696017cb78f1a24732f8851010d436cf446f873b72b6a4f5004d6b492072abf
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 234open 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] (* id, model, provider are present in the wire format but unused during streaming; they are consumed by the non-streaming Convert_response path instead. *) 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 } (** Extract an error message from a streaming error chunk and emit error + finish. *) let process_error_chunk ~push ~emit_finish fields = let error_json = List.assoc "error" fields in let msg = match error_json with | `Assoc ef -> (match List.assoc_opt "message" ef with | Some (`String m) -> m | _ -> "Unknown streaming error") | _ -> "Unknown streaming error" in push (Some (Ai_provider.Stream_part.Error { error = Ai_provider.Provider_error.make_api_error ~provider:"openrouter" ~status:200 ~body:msg () })); 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 }))) 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 }))) d.summary | _ -> ()) details | [] -> (* Fallback to legacy reasoning *) Stdlib.Option.iter (fun text -> push (Some (Ai_provider.Stream_part.Reasoning { text; signature = None }))) 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 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 push (Some (Ai_provider.Stream_part.Finish { finish_reason = final_reason; usage; provider_metadata = None })); 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 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; }; }))) events in push None; Lwt.return_unit); stream
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