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-0.2.tbz
sha256=17063971a74ccd72619a43ecfcb29d28cdf08f90d406a960bd475f65fee1a0d9
sha512=1f3f2d1d7fa4f53843cc1b303cbf9d6dcc85780e7c768ced723f3de83ea897748fa231b48e729216abcc069dee818edc6751a45271541e8a007369bf6e9d23e3
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 166open 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] } [@@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] } [@@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 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 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" -> 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 | _ -> ()) | "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 })) | 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 usage = match usage with | Some u -> Convert_usage.to_usage u | None -> { Ai_provider.Usage.input_tokens = 0; output_tokens = 0; total_tokens = None } in push (Some (Ai_provider.Stream_part.Finish { finish_reason = Convert_response.map_stop_reason delta.stop_reason; usage })) | "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; }; }))) events in push None; Lwt.return_unit); stream
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