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_anthropic/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 239open Melange_json.Primitives (* Content block tracking state *) type block_state = | Text_block | Tool_use_block of { id : string; name : string; } | Thinking_block (* Typed records for SSE event JSON payloads *) type content_block_info = { type_ : string; [@json.key "type"] id : string option; [@json.default None] name : string option; [@json.default None] data : string option; [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type content_block_start_event = { index : int; content_block : content_block_info; } [@@json.allow_extra_fields] [@@deriving of_json] type delta_info = { type_ : string; [@json.key "type"] text : string option; [@json.default None] partial_json : string option; [@json.default None] thinking : string option; [@json.default None] signature : string option; [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type content_block_delta_event = { index : int; delta : delta_info; } [@@json.allow_extra_fields] [@@deriving of_json] type content_block_stop_event = { index : int } [@@json.allow_extra_fields] [@@deriving of_json] type message_delta_info = { stop_reason : string option [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type message_delta_event = { delta : message_delta_info; usage : Convert_usage.anthropic_usage option; [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type message_start_message = { usage : Convert_usage.anthropic_usage option [@json.default None] } [@@json.allow_extra_fields] [@@deriving of_json] type message_start_event = { message : message_start_message } [@@json.allow_extra_fields] [@@deriving of_json] type error_info = { type_ : string; [@json.key "type"] [@json.default "unknown"] message : string; [@json.default ""] } [@@json.allow_extra_fields] [@@deriving of_json] type error_event = { error : error_info } [@@json.allow_extra_fields] [@@deriving of_json] let transform events ~warnings = let blocks : (int, block_state) Hashtbl.t = Hashtbl.create 8 in let is_first = ref true in (* Anthropic emits cache_creation_input_tokens / cache_read_input_tokens on [message_start.message.usage]; [message_delta.usage] carries the final output count. Stash the start usage and fall back to it when the delta omits the cache fields, mirroring upstream @ai-sdk/anthropic. *) let start_usage : Convert_usage.anthropic_usage option ref = ref None in let stream, push = Lwt_stream.create () in Lwt.async (fun () -> let%lwt () = Lwt_stream.iter (fun (evt : Sse.event) -> try let json = Yojson.Basic.from_string evt.data in match evt.event_type with | "message_start" -> (try let evt = message_start_event_of_json json in start_usage := evt.message.usage with Melange_json.Of_json_error _ -> ()); if !is_first then begin push (Some (Ai_provider.Stream_part.Stream_start { warnings })); is_first := false end | "content_block_start" -> let { index; content_block } = content_block_start_event_of_json json in (match content_block.type_ with | "text" -> Hashtbl.replace blocks index Text_block | "tool_use" -> (match content_block.id, content_block.name with | Some id, Some name -> Hashtbl.replace blocks index (Tool_use_block { id; name }) | _ -> ()) | "thinking" -> Hashtbl.replace blocks index Thinking_block | "redacted_thinking" -> Option.iter (fun data -> push (Some (Ai_provider.Stream_part.Reasoning { text = ""; signature = None; provider_options = Convert_response.redacted_reasoning_provider_options data; }))) content_block.data | _ -> ()) | "content_block_delta" -> let { index; delta } = content_block_delta_event_of_json json in (match delta.type_ with | "text_delta" -> (match delta.text with | Some text -> push (Some (Ai_provider.Stream_part.Text { text })) | None -> ()) | "input_json_delta" -> (match delta.partial_json with | Some partial -> (match Hashtbl.find_opt blocks index with | Some (Tool_use_block { 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 = partial; })) | _ -> ()) | None -> ()) | "thinking_delta" -> (match delta.thinking with | Some text -> push (Some (Ai_provider.Stream_part.Reasoning { text; signature = None; provider_options = Ai_provider.Provider_options.empty })) | None -> ()) | "signature_delta" -> (match delta.signature with | Some signature -> push (Some (Ai_provider.Stream_part.Reasoning { text = ""; signature = Some signature; provider_options = Convert_response.reasoning_provider_options (Some signature); })) | None -> ()) | _ -> ()) | "content_block_stop" -> let { index } = content_block_stop_event_of_json json in (match Hashtbl.find_opt blocks index with | Some (Tool_use_block { id; _ }) -> push (Some (Ai_provider.Stream_part.Tool_call_finish { tool_call_id = id })) | _ -> ()); Hashtbl.remove blocks index | "message_delta" -> let { delta; usage } = message_delta_event_of_json json in let has_cache_signal (u : Convert_usage.anthropic_usage) = Option.is_some u.cache_read_input_tokens || Option.is_some u.cache_creation_input_tokens || Option.is_some u.cache_creation in (* Delta carries the final output_tokens; start carries the cache fields. When delta lacks cache signal, overlay it onto start so the Finish chunk reports both accurately. *) let anthropic_usage = match usage, !start_usage with | None, _ -> !start_usage | Some u, _ when has_cache_signal u -> Some u | Some u, None -> Some u | Some u, Some s -> Some { s with output_tokens = u.output_tokens } in let usage_ai = match anthropic_usage with | Some u -> Convert_usage.to_usage u | None -> { Ai_provider.Usage.input_tokens = 0; output_tokens = 0; total_tokens = None } in (* Surface Anthropic cache token metrics to streaming consumers, matching the non-streaming path. Upstream attaches providerMetadata to the [finish] LanguageModelV4 stream part rather than emitting it as a separate chunk. *) let provider_metadata = match anthropic_usage with | Some u when has_cache_signal u -> Some (Convert_usage.to_provider_metadata u) | _ -> None in push (Some (Ai_provider.Stream_part.Finish { finish_reason = Convert_response.map_stop_reason delta.stop_reason; usage = usage_ai; provider_metadata; })) | "message_stop" | "ping" -> () | "error" -> let error_type, message = try let { error = { type_; message } } = error_event_of_json json in type_, message with Melange_json.Of_json_error _ -> "unknown", evt.data in push (Some (Ai_provider.Stream_part.Error { error = Ai_provider.Provider_error.make_api_error ~provider:"anthropic" ~status:0 ~body:(Printf.sprintf "%s: %s" error_type message) ~is_retryable:false (); })) | _ -> () with (Yojson.Json_error _ | Melange_json.Of_json_error _) as exn -> push (Some (Ai_provider.Stream_part.Error { error = { Ai_provider.Provider_error.provider = "anthropic"; 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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