package chatoyant
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>
OCaml-first LLM SDK with Melange-generated JavaScript
Install
dune-project
Dependency
Authors
Maintainers
Sources
chatoyant-v0.12.2.tbz
sha256=a885dcf4b3c6ede268e2027bedf6955a5c889f7ed01c40b719f8369655957d47
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doc/src/chatoyant.native/chatoyant_native.ml.html
Source file chatoyant_native.ml
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1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346module Clock = struct let make ~clock = (module struct let now_ms () = Eio.Time.now clock *. 1000. |> Float.round |> int_of_float end : Chatoyant_runtime.Effect.CLOCK) end module Env = struct let get = Sys.getenv_opt end module Http = struct type multipart_part = { name : string; filename : string option; content_type : string option; body : string; } type body = | Empty | Text of string | Json of Chatoyant_runtime.Json.t | Multipart of multipart_part list type request = { method_ : string; url : string; headers : (string * string) list; body : body; timeout_ms : int option; } type response = { status : int; headers : (string * string) list; body : string; } type error = Timeout of int | Network of string | Invalid_response of string let error_to_string = function | Timeout ms -> Printf.sprintf "timeout after %d ms" ms | Network message -> "network error: " ^ message | Invalid_response message -> "invalid response: " ^ message module type EFFECT = Chatoyant_runtime.Effect.HTTP with type multipart_part = multipart_part and type body = body and type request = request and type response = response and type error = error type client_certificate = { certificate_pem : string; private_key_pem : string; authenticator : X509.Authenticator.t option; } type https = | System | Authenticator of X509.Authenticator.t | Mutual_tls of client_certificate | Tls_config of Tls.Config.client | Disabled let default_max_response_size = 100 * 1024 * 1024 let tls_config ?authenticator () = let authenticator = match authenticator with | Some authenticator -> Ok authenticator | None -> Ca_certs.authenticator () in match authenticator with | Error (`Msg message) -> Error message | Ok authenticator -> ( match Tls.Config.client ~authenticator () with | Ok config -> Ok config | Error (`Msg message) -> Error message) let mtls_config ?authenticator ~certificate_pem ~private_key_pem () = let authenticator = match authenticator with | Some authenticator -> Ok authenticator | None -> Ca_certs.authenticator () in match authenticator with | Error (`Msg message) -> Error message | Ok authenticator -> ( match ( X509.Certificate.decode_pem_multiple certificate_pem, X509.Private_key.decode_pem private_key_pem ) with | Error (`Msg message), _ | _, Error (`Msg message) -> Error message | Ok certificates, Ok private_key -> ( match Tls.Config.client ~authenticator ~certificates:(`Single (certificates, private_key)) () with | Ok config -> Ok config | Error (`Msg message) -> Error message)) let tls_config_exn mode = match mode with | Disabled -> None | Tls_config config -> Some config | Mutual_tls cert -> ( match mtls_config ?authenticator:cert.authenticator ~certificate_pem:cert.certificate_pem ~private_key_pem:cert.private_key_pem () with | Ok config -> Some config | Error message -> invalid_arg ("Chatoyant.Http: " ^ message)) | Authenticator authenticator -> ( match tls_config ~authenticator () with | Ok config -> Some config | Error message -> invalid_arg ("Chatoyant.Http: " ^ message)) | System -> ( match tls_config () with | Ok config -> Some config | Error message -> invalid_arg ("Chatoyant.Http: " ^ message)) let https_wrapper config uri raw = let host = Uri.host uri |> Option.map (fun value -> Domain_name.(host_exn (of_string_exn value))) in Tls_eio.client_of_flow config ?host raw let lower_ascii value = value |> String.lowercase_ascii let has_header name headers = let expected = lower_ascii name in List.exists (fun (key, _) -> lower_ascii key = expected) headers let add_header_unless_exists name value headers = if has_header name headers then headers else (name, value) :: headers let multipart_boundary () = "chatoyant-eio-" ^ Int.to_string (Random.bits ()) ^ Int.to_string (Random.bits ()) let escape_disposition_value value = let buffer = Buffer.create (String.length value) in String.iter (function | '"' -> Buffer.add_string buffer "\\\"" | '\\' -> Buffer.add_string buffer "\\\\" | '\r' | '\n' -> Buffer.add_char buffer '_' | char -> Buffer.add_char buffer char) value; Buffer.contents buffer let make ?(https = System) ?(max_response_size = default_max_response_size) ~net ~clock () = Mirage_crypto_rng_unix.use_default (); let https = tls_config_exn https |> Option.map (fun config -> https_wrapper config) in (module struct type nonrec multipart_part = multipart_part = { name : string; filename : string option; content_type : string option; body : string; } type nonrec body = body = | Empty | Text of string | Json of Chatoyant_runtime.Json.t | Multipart of multipart_part list type nonrec request = request = { method_ : string; url : string; headers : (string * string) list; body : body; timeout_ms : int option; } type nonrec response = response = { status : int; headers : (string * string) list; body : string; } type nonrec error = error = | Timeout of int | Network of string | Invalid_response of string let client = Cohttp_eio.Client.make ~https net let encode_multipart parts = let boundary = multipart_boundary () in let buffer = Buffer.create 1024 in let add = Buffer.add_string buffer in let add_header name value = add name; add ": "; add value; add "\r\n" in let add_part part = add "--"; add boundary; add "\r\n"; let disposition = match part.filename with | None -> "form-data; name=\"" ^ escape_disposition_value part.name ^ "\"" | Some filename -> "form-data; name=\"" ^ escape_disposition_value part.name ^ "\"; filename=\"" ^ escape_disposition_value filename ^ "\"" in add_header "Content-Disposition" disposition; (match part.content_type with | None -> () | Some content_type -> add_header "Content-Type" content_type); add "\r\n"; add part.body; add "\r\n" in List.iter add_part parts; add "--"; add boundary; add "--\r\n"; (boundary, Buffer.contents buffer) let prepare_body headers body = match body with | Empty -> (headers, None) | Text text -> (headers, Some (Cohttp_eio.Body.of_string text)) | Json json -> let headers = add_header_unless_exists "content-type" "application/json" headers in ( headers, Some (json |> Chatoyant_runtime.Json.to_string |> Cohttp_eio.Body.of_string) ) | Multipart parts -> let boundary, body = encode_multipart parts in let headers = add_header_unless_exists "content-type" ("multipart/form-data; boundary=" ^ boundary) headers in (headers, Some (Cohttp_eio.Body.of_string body)) let perform request = try let uri = Uri.of_string request.url in let headers, body = prepare_body request.headers request.body in let headers = Http.Header.of_list headers in Eio.Switch.run @@ fun sw -> let response, body = Cohttp_eio.Client.call client ~sw ~headers ?body (Http.Method.of_string request.method_) uri in let body = body |> Eio.Buf_read.of_flow ~max_size:max_response_size |> Eio.Buf_read.take_all in Ok { status = response |> Http.Response.status |> Http.Status.to_int; headers = response |> Http.Response.headers |> Http.Header.to_list; body; } with | Eio.Time.Timeout -> raise Eio.Time.Timeout | Failure message | Invalid_argument message -> Error (Invalid_response message) | exn -> Error (Network (Printexc.to_string exn)) let send request = match request.timeout_ms with | Some timeout_ms when timeout_ms > 0 -> ( let seconds = float_of_int timeout_ms /. 1000. in try Eio.Time.with_timeout_exn clock seconds (fun () -> perform request) with Eio.Time.Timeout -> Error (Timeout timeout_ms)) | _ -> perform request end : EFFECT) let send ?https ?max_response_size ~net ~clock request = let module Http = (val make ?https ?max_response_size ~net ~clock ()) in Http.send request let get ?https ?max_response_size ?(headers = []) ?timeout_ms ~net ~clock url = send ?https ?max_response_size ~net ~clock { method_ = "GET"; url; headers; body = Empty; timeout_ms } let get_json ?https ?max_response_size ?headers ?timeout_ms ~net ~clock url = match get ?https ?max_response_size ?headers ?timeout_ms ~net ~clock url with | Error _ as err -> err | Ok response when response.status < 200 || response.status >= 300 -> Error (Invalid_response (Printf.sprintf "HTTP %d: %s" response.status response.body)) | Ok response -> ( match Chatoyant_runtime.Json.parse response.body with | Ok json -> Ok json | Error message -> Error (Invalid_response message)) let post_json ?https ?max_response_size ?(headers = []) ?timeout_ms ~net ~clock url json = send ?https ?max_response_size ~net ~clock { method_ = "POST"; url; headers; body = Json json; timeout_ms } end module Websocket = struct type message = Text of string | Binary of string type close = { code : int; reason : string } type request = { url : string; headers : (string * string) list; protocols : string list; timeout_ms : int option; } type error = | Timeout of int | Network of string | Invalid_response of string | Closed of close option type connection = | Connection : { flow : 'flow Eio.Flow.two_way; reader : Eio.Buf_read.t; max_frame_size : int; mutable closed : close option; } -> connection let error_to_string = function | Timeout ms -> Printf.sprintf "timeout after %d ms" ms | Network message -> "network error: " ^ message | Invalid_response message -> "invalid response: " ^ message | Closed None -> "websocket closed" | Closed (Some close) -> Printf.sprintf "websocket closed with code %d: %s" close.code close.reason module type EFFECT = Chatoyant_runtime.Effect.WEBSOCKET with type message = message and type close = close and type request = request and type error = error let default_max_frame_size = 64 * 1024 * 1024 let websocket_guid = "258EAFA5-E914-47DA-95CA-C5AB0DC85B11" let lower_ascii = String.lowercase_ascii let header name headers = let expected = lower_ascii name in headers |> List.find_opt (fun (key, _) -> lower_ascii key = expected) |> Option.map snd let contains_token token value = value |> String.split_on_char ',' |> List.exists (fun item -> lower_ascii (String.trim item) = token) let random_key () = Mirage_crypto_rng_unix.use_default (); Mirage_crypto_rng.generate 16 |> Base64.encode_string let expected_accept key = Digestif.SHA1.digest_string (key ^ websocket_guid) |> Digestif.SHA1.to_raw_string |> Base64.encode_string let host_header uri = let host = Option.value (Uri.host uri) ~default:"" in match Uri.port uri with | None -> host | Some port -> host ^ ":" ^ string_of_int port let endpoint uri = let path = Uri.path_and_query uri in if path = "" then "/" else path let write_flow flow data = Eio.Flow.copy_string data flow let handshake flow reader request uri key = let host = host_header uri in let protocol_headers = match request.protocols with | [] -> [] | protocols -> [ ("Sec-WebSocket-Protocol", String.concat ", " protocols) ] in let headers = [ ("Host", host); ("Upgrade", "websocket"); ("Connection", "Upgrade"); ("Sec-WebSocket-Key", key); ("Sec-WebSocket-Version", "13"); ] @ protocol_headers @ request.headers in let request_text = "GET " ^ endpoint uri ^ " HTTP/1.1\r\n" ^ (headers |> List.map (fun (name, value) -> name ^ ": " ^ value ^ "\r\n") |> String.concat "") ^ "\r\n" in write_flow flow request_text; let status = Eio.Buf_read.line reader in let rec read_headers acc = match Eio.Buf_read.line reader with | "" -> List.rev acc | line -> ( match String.index_opt line ':' with | None -> read_headers acc | Some index -> let name = String.sub line 0 index |> String.trim in let value = String.sub line (index + 1) (String.length line - index - 1) |> String.trim in read_headers ((name, value) :: acc)) in let response_headers = read_headers [] in if not (String.starts_with ~prefix:"HTTP/" status && String.contains status '1') then Error (Invalid_response ("invalid websocket status line: " ^ status)) else if not (String.contains status ' ') then Error (Invalid_response ("invalid websocket status line: " ^ status)) else if not (String.contains status '1' && String.contains status '0') then Error (Invalid_response ("websocket upgrade failed: " ^ status)) else let status_code = match String.split_on_char ' ' status with | _http :: code :: _ -> code | _ -> "" in if status_code <> "101" then Error (Invalid_response ("websocket upgrade failed: " ^ status)) else match ( header "upgrade" response_headers, header "connection" response_headers, header "sec-websocket-accept" response_headers ) with | Some upgrade, Some connection, Some accept when lower_ascii upgrade = "websocket" && contains_token "upgrade" connection && String.trim accept = expected_accept key -> Ok () | _ -> Error (Invalid_response "invalid websocket upgrade response") let byte value = String.make 1 (Char.chr (value land 0xff)) let uint16 value = byte (value lsr 8) ^ byte value let uint64 value = let buffer = Bytes.create 8 in for index = 0 to 7 do let shift = (7 - index) * 8 in Bytes.set buffer index (Char.chr (Int64.to_int (Int64.shift_right_logical value shift) land 0xff)) done; Bytes.unsafe_to_string buffer let mask_payload mask payload = let bytes = Bytes.of_string payload in for index = 0 to Bytes.length bytes - 1 do let masked = Char.code (Bytes.get bytes index) lxor Char.code mask.[index mod 4] in Bytes.set bytes index (Char.chr masked) done; Bytes.unsafe_to_string bytes let frame ?(mask = true) opcode payload = let len = String.length payload in let length_header = if len < 126 then byte ((if mask then 0x80 else 0) lor len) else if len <= 0xffff then byte ((if mask then 0x80 else 0) lor 126) ^ uint16 len else byte ((if mask then 0x80 else 0) lor 127) ^ uint64 (Int64.of_int len) in let first = byte (0x80 lor opcode) in if mask then let mask_key = Mirage_crypto_rng.generate 4 in first ^ length_header ^ mask_key ^ mask_payload mask_key payload else first ^ length_header ^ payload let close_payload code reason = uint16 code ^ reason let send_frame (Connection connection) opcode payload = if Option.is_some connection.closed then Error (Closed connection.closed) else try write_flow connection.flow (frame opcode payload); Ok () with exn -> Error (Network (Printexc.to_string exn)) let send connection = function | Text text -> send_frame connection 0x1 text | Binary bytes -> send_frame connection 0x2 bytes let parse_close payload = if String.length payload < 2 then { code = 1005; reason = "" } else let code = (Char.code payload.[0] lsl 8) lor Char.code payload.[1] in let reason = String.sub payload 2 (String.length payload - 2) in { code; reason } let rec read_frame (Connection connection as conn) = try let first = Eio.Buf_read.uint8 connection.reader in let second = Eio.Buf_read.uint8 connection.reader in let fin = first land 0x80 <> 0 in let opcode = first land 0x0f in let masked = second land 0x80 <> 0 in let length_code = second land 0x7f in let length = match length_code with | value when value < 126 -> Int64.of_int value | 126 -> Int64.of_int (Eio.Buf_read.BE.uint16 connection.reader) | 127 -> Eio.Buf_read.BE.uint64 connection.reader | _ -> 0L in if length > Int64.of_int connection.max_frame_size then Error (Invalid_response "websocket frame exceeds max_frame_size") else let mask = if masked then Some (Eio.Buf_read.take 4 connection.reader) else None in let payload = Eio.Buf_read.take (Int64.to_int length) connection.reader in let payload = match mask with | None -> payload | Some mask -> mask_payload mask payload in match opcode with | 0x8 -> let close = parse_close payload in connection.closed <- Some close; Error (Closed (Some close)) | 0x9 -> ignore (send_frame conn 0xA payload); read_frame conn | 0xA -> read_frame conn | _ -> Ok (fin, opcode, payload) with | End_of_file -> Error (Closed None) | Failure message | Invalid_argument message -> Error (Invalid_response message) | exn -> Error (Network (Printexc.to_string exn)) let recv connection = let rec collect opcode parts = match read_frame connection with | Error _ as err -> err | Ok (fin, frame_opcode, payload) -> let opcode = if frame_opcode = 0x0 then opcode else frame_opcode in let parts = payload :: parts in if fin then let payload = parts |> List.rev |> String.concat "" in match opcode with | 0x1 -> Ok (Text payload) | 0x2 -> Ok (Binary payload) | _ -> Error (Invalid_response "unsupported websocket frame opcode") else collect opcode parts in collect 0 [] let close ?(code = 1000) ?(reason = "") (Connection connection as conn) = match connection.closed with | Some _ as close -> Error (Closed close) | None -> connection.closed <- Some { code; reason }; send_frame conn 0x8 (close_payload code reason) let with_connection ?(https = Http.System) ?(max_frame_size = default_max_frame_size) ~net ~clock request fn = let perform () = Mirage_crypto_rng_unix.use_default (); let uri = Uri.of_string request.url in let scheme = uri |> Uri.scheme |> Option.map lower_ascii in let host = match Uri.host uri with | Some host -> host | None -> invalid_arg "websocket URL must include a host" in let service = match (Uri.port uri, scheme) with | Some port, _ -> string_of_int port | None, Some "ws" -> "80" | None, Some "wss" -> "443" | _ -> invalid_arg "websocket URL must use ws:// or wss://" in Eio.Net.with_tcp_connect ~host ~service net @@ fun raw -> let with_flow flow = let reader = Eio.Buf_read.of_flow ~max_size:max_frame_size flow in let key = random_key () in match handshake flow reader request uri key with | Error error -> Error error | Ok () -> let connection = Connection { flow; reader; max_frame_size; closed = None } in let result = try Ok (fn connection) with exn -> Error (Network (Printexc.to_string exn)) in ignore (close connection); result in match scheme with | Some "ws" -> with_flow raw | Some "wss" -> ( match Http.tls_config_exn https with | None -> invalid_arg "HTTPS is disabled for wss:// URL" | Some config -> with_flow (Http.https_wrapper config uri raw)) | _ -> invalid_arg "websocket URL must use ws:// or wss://" in match request.timeout_ms with | Some timeout_ms when timeout_ms > 0 -> ( let seconds = float_of_int timeout_ms /. 1000. in try Eio.Time.with_timeout_exn clock seconds perform with | Eio.Time.Timeout -> Error (Timeout timeout_ms) | Failure message | Invalid_argument message -> Error (Invalid_response message) | exn -> Error (Network (Printexc.to_string exn))) | _ -> ( try perform () with | Failure message | Invalid_argument message -> Error (Invalid_response message) | exn -> Error (Network (Printexc.to_string exn))) let make ?https ?max_frame_size ~net ~clock () = (module struct type nonrec message = message = Text of string | Binary of string type nonrec close = close = { code : int; reason : string } type nonrec request = request = { url : string; headers : (string * string) list; protocols : string list; timeout_ms : int option; } type nonrec error = error = | Timeout of int | Network of string | Invalid_response of string | Closed of close option type nonrec connection = connection let with_connection request fn = with_connection ?https ?max_frame_size ~net ~clock request fn let send = send let recv = recv let close = close end : EFFECT) end module Error = struct let provider = Chatoyant_provider.Provider.error_to_string let http = Http.error_to_string let websocket = Websocket.error_to_string end module Noop_http : Chatoyant_runtime.Effect.HTTP = struct type multipart_part = { name : string; filename : string option; content_type : string option; body : string; } type body = | Empty | Text of string | Json of Chatoyant_runtime.Json.t | Multipart of multipart_part list type request = { method_ : string; url : string; headers : (string * string) list; body : body; timeout_ms : int option; } type response = { status : int; headers : (string * string) list; body : string; } type error = Timeout of int | Network of string | Invalid_response of string let send _ = Error (Network "noop HTTP module is only used for provider defaults") end module Openai_defaults = Chatoyant_provider.Openai.Make_client (Noop_http) module Anthropic_defaults = Chatoyant_provider.Anthropic.Make_client (Noop_http) module Xai_defaults = Chatoyant_provider.Xai.Make_client (Noop_http) module Provider = struct let http ?https ?max_response_size ~net ~clock () = Http.make ?https ?max_response_size ~net ~clock () let openai ?https ?max_response_size ?(base_url = Openai_defaults.default_base_url) ?timeout_ms ~net ~clock ~api_key () = let module Http = (val http ?https ?max_response_size ~net ~clock ()) in let module Provider = Chatoyant_provider.Openai.Make_provider (Http) (struct let api_key = api_key let base_url = base_url let timeout_ms = timeout_ms end) in (module Provider : Chatoyant_provider.Provider.CHAT) let anthropic ?https ?max_response_size ?(base_url = Anthropic_defaults.default_base_url) ?timeout_ms ?(beta_headers = []) ~net ~clock ~api_key () = let module Http = (val http ?https ?max_response_size ~net ~clock ()) in let module Provider = Chatoyant_provider.Anthropic.Make_provider (Http) (struct let api_key = api_key let base_url = base_url let timeout_ms = timeout_ms let beta_headers = beta_headers end) in (module Provider : Chatoyant_provider.Provider.CHAT) let xai ?https ?max_response_size ?(base_url = Xai_defaults.default_base_url) ?timeout_ms ~net ~clock ~api_key () = let module Http = (val http ?https ?max_response_size ~net ~clock ()) in let module Provider = Chatoyant_provider.Xai.Make_provider (Http) (struct let api_key = api_key let base_url = base_url let timeout_ms = timeout_ms end) in (module Provider : Chatoyant_provider.Provider.CHAT) let openrouter ?https ?max_response_size ?timeout_ms ?http_referer ?title ?(headers = []) ~net ~clock ~api_key () = let module Http = (val http ?https ?max_response_size ~net ~clock ()) in let module Provider = Chatoyant_provider.Openrouter.Make_provider (Http) (struct let api_key = api_key let timeout_ms = timeout_ms let http_referer = http_referer let title = title let headers = headers end) in (module Provider : Chatoyant_provider.Provider.CHAT) let local ?https ?max_response_size ?api_key ?timeout_ms ?(headers = []) ~net ~clock ~base_url () = let module Http = (val http ?https ?max_response_size ~net ~clock ()) in let module Provider = Chatoyant_provider.Local.Make_provider (Http) (struct let base_url = base_url let api_key = api_key let timeout_ms = timeout_ms let headers = headers end) in (module Provider : Chatoyant_provider.Provider.CHAT) end let nonempty = function Some value when value <> "" -> Some value | _ -> None let api_key_or_env env_key api_key = match nonempty api_key with | Some _ as key -> key | None -> Env.get env_key |> nonempty let missing_api_key_provider provider env_key = (module struct let id = provider let generate _messages _options = Error (Chatoyant_provider.Provider.Missing_api_key { provider; env_key }) end : Chatoyant_provider.Provider.CHAT) module Chat = struct module type SESSION = sig type t val create : ?model:string -> ?defaults:Chatoyant_core.Options.t -> unit -> t val model : t -> string val set_model : string -> t -> t val messages : t -> Chatoyant_core.Message.t list val tools : t -> Chatoyant_core.Tool.t list val last_result : t -> Chatoyant_core.Result.generation option val system : string -> t -> t val user : string -> t -> t val assistant : string -> t -> t val add_message : Chatoyant_core.Message.t -> t -> t val add_messages : Chatoyant_core.Message.t list -> t -> t val clear_messages : t -> t val add_tool : Chatoyant_core.Tool.t -> t -> t val add_tools : Chatoyant_core.Tool.t list -> t -> t val clear_tools : t -> t val generate_with_result : ?options:Chatoyant_core.Options.t -> t -> ( Chatoyant_core.Result.generation, Chatoyant_provider.Provider.error ) result val generate : ?options:Chatoyant_core.Options.t -> t -> (string, Chatoyant_provider.Provider.error) result val stream_accumulate : ?options:Chatoyant_core.Options.t -> Chatoyant_core.Stream.frame list -> t -> Chatoyant_core.Result.generation val to_json : t -> Chatoyant_runtime.Json.t val stringify : ?pretty:bool -> t -> string val load_json : Chatoyant_runtime.Json.t -> t -> (t, string) result val clone : t -> t val fork : t -> t end type t = { provider_ : unit -> Chatoyant_provider.Provider.id; model_ : unit -> string; set_model_ : string -> t; messages_ : unit -> Chatoyant_core.Message.t list; tools_ : unit -> Chatoyant_core.Tool.t list; last_result_ : unit -> Chatoyant_core.Result.generation option; system_ : string -> t; user_ : string -> t; assistant_ : string -> t; add_message_ : Chatoyant_core.Message.t -> t; add_messages_ : Chatoyant_core.Message.t list -> t; clear_messages_ : unit -> t; add_tool_ : Chatoyant_core.Tool.t -> t; add_tools_ : Chatoyant_core.Tool.t list -> t; clear_tools_ : unit -> t; generate_with_result_ : ?options:Chatoyant_core.Options.t -> unit -> ( Chatoyant_core.Result.generation, Chatoyant_provider.Provider.error ) result; generate_ : ?options:Chatoyant_core.Options.t -> unit -> (string, Chatoyant_provider.Provider.error) result; stream_accumulate_ : ?options:Chatoyant_core.Options.t -> Chatoyant_core.Stream.frame list -> Chatoyant_core.Result.generation; to_json_ : unit -> Chatoyant_runtime.Json.t; stringify_ : ?pretty:bool -> unit -> string; load_json_ : Chatoyant_runtime.Json.t -> (t, string) result; clone_ : unit -> t; fork_ : unit -> t; } let rec pack_session : type session. provider_id:Chatoyant_provider.Provider.id -> (module SESSION with type t = session) -> session -> t = fun ~provider_id (module Session) session -> let rec chat = { provider_ = (fun () -> provider_id); model_ = (fun () -> Session.model session); set_model_ = (fun model -> ignore (Session.set_model model session); chat); messages_ = (fun () -> Session.messages session); tools_ = (fun () -> Session.tools session); last_result_ = (fun () -> Session.last_result session); system_ = (fun content -> ignore (Session.system content session); chat); user_ = (fun content -> ignore (Session.user content session); chat); assistant_ = (fun content -> ignore (Session.assistant content session); chat); add_message_ = (fun message -> ignore (Session.add_message message session); chat); add_messages_ = (fun messages -> ignore (Session.add_messages messages session); chat); clear_messages_ = (fun () -> ignore (Session.clear_messages session); chat); add_tool_ = (fun tool -> ignore (Session.add_tool tool session); chat); add_tools_ = (fun tools -> ignore (Session.add_tools tools session); chat); clear_tools_ = (fun () -> ignore (Session.clear_tools session); chat); generate_with_result_ = (fun ?options () -> Session.generate_with_result ?options session); generate_ = (fun ?options () -> Session.generate ?options session); stream_accumulate_ = (fun ?options frames -> Session.stream_accumulate ?options frames session); to_json_ = (fun () -> Session.to_json session); stringify_ = (fun ?pretty () -> Session.stringify ?pretty session); load_json_ = (fun json -> match Session.load_json json session with | Ok _ -> Ok chat | Error _ as err -> err); clone_ = (fun () -> pack_session ~provider_id (module Session) (Session.clone session)); fork_ = (fun () -> pack_session ~provider_id (module Session) (Session.fork session)); } in chat let with_provider ?model ?defaults ~clock provider = let module Provider = (val provider : Chatoyant_provider.Provider.CHAT) in let module Clock = (val Clock.make ~clock) in let module Session_impl = Chatoyant_core.Session.Make (Provider) (Clock) in let module Session = struct type t = Chatoyant_core.Session.t include Session_impl end in pack_session ~provider_id:Provider.id (module Session) (Session.create ?model ?defaults ()) let openai ?https ?max_response_size ?base_url ?timeout_ms ?model ?defaults env ?api_key () = let net = env#net in let clock = env#clock in let provider = match api_key_or_env "OPENAI_API_KEY" api_key with | Some api_key -> Provider.openai ?https ?max_response_size ?base_url ?timeout_ms ~net ~clock ~api_key () | None -> missing_api_key_provider Openai "OPENAI_API_KEY" in with_provider ?model ?defaults ~clock provider let anthropic ?https ?max_response_size ?base_url ?timeout_ms ?beta_headers ?model ?defaults env ?api_key () = let net = env#net in let clock = env#clock in let provider = match api_key_or_env "ANTHROPIC_API_KEY" api_key with | Some api_key -> Provider.anthropic ?https ?max_response_size ?base_url ?timeout_ms ?beta_headers ~net ~clock ~api_key () | None -> missing_api_key_provider Anthropic "ANTHROPIC_API_KEY" in with_provider ?model ?defaults ~clock provider let xai ?https ?max_response_size ?base_url ?timeout_ms ?model ?defaults env ?api_key () = let net = env#net in let clock = env#clock in let provider = match api_key_or_env "XAI_API_KEY" api_key with | Some api_key -> Provider.xai ?https ?max_response_size ?base_url ?timeout_ms ~net ~clock ~api_key () | None -> missing_api_key_provider Xai "XAI_API_KEY" in with_provider ?model ?defaults ~clock provider let openrouter ?https ?max_response_size ?timeout_ms ?http_referer ?title ?headers ?model ?defaults env ?api_key () = let net = env#net in let clock = env#clock in let provider = match api_key_or_env "OPENROUTER_API_KEY" api_key with | Some api_key -> Provider.openrouter ?https ?max_response_size ?timeout_ms ?http_referer ?title ?headers ~net ~clock ~api_key () | None -> missing_api_key_provider Openrouter "OPENROUTER_API_KEY" in with_provider ?model ?defaults ~clock provider let local ?https ?max_response_size ?api_key ?timeout_ms ?headers ?model ?defaults env ~base_url () = let net = env#net in let clock = env#clock in Provider.local ?https ?max_response_size ?api_key ?timeout_ms ?headers ~net ~clock ~base_url () |> with_provider ?model ?defaults ~clock let provider chat = chat.provider_ () let model chat = chat.model_ () let set_model model chat = chat.set_model_ model let messages chat = chat.messages_ () let tools chat = chat.tools_ () let last_result chat = chat.last_result_ () let system content chat = chat.system_ content let user content chat = chat.user_ content let assistant content chat = chat.assistant_ content let add_message message chat = chat.add_message_ message let add_messages messages chat = chat.add_messages_ messages let clear_messages chat = chat.clear_messages_ () let add_tool tool chat = chat.add_tool_ tool let add_tools tools chat = chat.add_tools_ tools let with_tool = add_tool let with_tools = add_tools let clear_tools chat = chat.clear_tools_ () let options_override ?options ?timeout_ms ?temperature ?max_tokens ?extra () = let options = Option.value options ~default:Chatoyant_core.Options.default in { options with timeout_ms = (match timeout_ms with | Some _ -> timeout_ms | None -> options.timeout_ms); temperature = (match temperature with | Some _ -> temperature | None -> options.temperature); max_tokens = (match max_tokens with | Some _ -> max_tokens | None -> options.max_tokens); extra = (match extra with Some _ -> extra | None -> options.extra); } let generate_with_result ?options ?timeout_ms ?temperature ?max_tokens ?extra chat = let options = options_override ?options ?timeout_ms ?temperature ?max_tokens ?extra () in chat.generate_with_result_ ~options () let generate ?options ?timeout_ms ?temperature ?max_tokens ?extra chat = let options = options_override ?options ?timeout_ms ?temperature ?max_tokens ?extra () in chat.generate_ ~options () let prepare_ask ?system:system_prompt ?tools prompt chat = let chat = match system_prompt with | None -> chat | Some content -> chat.system_ content in let chat = match tools with None -> chat | Some tools -> with_tools tools chat in user prompt chat let ask ?system ?tools ?options ?timeout_ms ?temperature ?max_tokens ?extra prompt chat = chat |> prepare_ask ?system ?tools prompt |> generate_with_result ?options ?timeout_ms ?temperature ?max_tokens ?extra let ask_text ?system ?tools ?options ?timeout_ms ?temperature ?max_tokens ?extra prompt chat = chat |> prepare_ask ?system ?tools prompt |> generate ?options ?timeout_ms ?temperature ?max_tokens ?extra let stream_accumulate ?options frames chat = chat.stream_accumulate_ ?options frames let to_json chat = chat.to_json_ () let stringify ?pretty chat = chat.stringify_ ?pretty () let load_json json chat = chat.load_json_ json let clone chat = chat.clone_ () let fork chat = chat.fork_ () end type client = Chat.t let add_default_messages ?system ?tools chat = let chat = match system with None -> chat | Some content -> Chat.system content chat in match tools with None -> chat | Some tools -> Chat.with_tools tools chat let openai ?https ?max_response_size ?base_url ?timeout_ms ?model ?defaults ?api_key ?system ?tools env = Chat.openai ?https ?max_response_size ?base_url ?timeout_ms ?model ?defaults env ?api_key () |> add_default_messages ?system ?tools let anthropic ?https ?max_response_size ?base_url ?timeout_ms ?beta_headers ?model ?defaults ?api_key ?system ?tools env = Chat.anthropic ?https ?max_response_size ?base_url ?timeout_ms ?beta_headers ?model ?defaults env ?api_key () |> add_default_messages ?system ?tools let xai ?https ?max_response_size ?base_url ?timeout_ms ?model ?defaults ?api_key ?system ?tools env = Chat.xai ?https ?max_response_size ?base_url ?timeout_ms ?model ?defaults env ?api_key () |> add_default_messages ?system ?tools let openrouter ?https ?max_response_size ?timeout_ms ?http_referer ?title ?headers ?model ?defaults ?api_key ?system ?tools env = Chat.openrouter ?https ?max_response_size ?timeout_ms ?http_referer ?title ?headers ?model ?defaults env ?api_key () |> add_default_messages ?system ?tools let local ?https ?max_response_size ?api_key ?timeout_ms ?headers ?model ?defaults ?system ?tools env ~base_url = Chat.local ?https ?max_response_size ?api_key ?timeout_ms ?headers ?model ?defaults env ~base_url () |> add_default_messages ?system ?tools let gen_result ?system ?tools ?options ?timeout_ms ?temperature ?max_tokens ?extra client prompt = client |> Chat.fork |> Chat.ask ?system ?tools ?options ?timeout_ms ?temperature ?max_tokens ?extra prompt let gen_text ?system ?tools ?options ?timeout_ms ?temperature ?max_tokens ?extra client prompt = client |> Chat.fork |> Chat.ask_text ?system ?tools ?options ?timeout_ms ?temperature ?max_tokens ?extra prompt let json_string value = Chatoyant_runtime.Json.String value let json_bool value = Chatoyant_runtime.Json.Bool value let object_fields = function | Some (Chatoyant_runtime.Json.Object fields) -> fields | _ -> [] let remove_json_field name fields = List.filter (fun (field_name, _) -> field_name <> name) fields let strict_schema_json schema = let json = Chatoyant_schema.Schema.to_json_schema schema in match Chatoyant_schema.Json_schema.Ast.of_json json with | Error _ -> json | Ok ast -> (Chatoyant_schema.Json_schema.Project.openai_strict ast).schema |> Chatoyant_schema.Json_schema.Ast.to_json let structured_schema_json ~strict schema = if strict then strict_schema_json schema else Chatoyant_schema.Schema.to_json_schema schema let json_schema_envelope ~name ?description ~strict schema_json = [ ("name", json_string name); ("schema", schema_json); ("strict", json_bool strict); ] |> (fun fields -> match description with | None -> fields | Some description -> ("description", json_string description) :: fields) |> List.rev let openai_text_format ~name ?description ~strict schema_json = Chatoyant_runtime.Json.Object [ ( "format", Chatoyant_runtime.Json.Object ([ ("type", json_string "json_schema"); ("name", json_string name); ("schema", schema_json); ("strict", json_bool strict); ] |> (fun fields -> match description with | None -> fields | Some description -> ("description", json_string description) :: fields) |> List.rev) ); ] let chat_response_format ~name ?description ~strict schema_json = Chatoyant_runtime.Json.Object [ ("type", json_string "json_schema"); ( "json_schema", Chatoyant_runtime.Json.Object (json_schema_envelope ~name ?description ~strict schema_json) ); ] let structured_extra provider ?name ?description ~strict schema extra = let name = Option.value name ~default:"data" in let schema_json = structured_schema_json ~strict schema in match provider with | Chatoyant_provider.Provider.Openai -> let fields = extra |> object_fields |> remove_json_field "text" in Some (Chatoyant_runtime.Json.Object (("text", openai_text_format ~name ?description ~strict schema_json) :: fields)) | Xai | Local | Openrouter -> let fields = extra |> object_fields |> remove_json_field "response_format" in Some (Chatoyant_runtime.Json.Object (( "response_format", chat_response_format ~name ?description ~strict schema_json ) :: fields)) | Anthropic -> extra let structured_instruction schema = let schema_json = Chatoyant_schema.Schema.to_json_schema schema in "Return only valid JSON matching this JSON Schema. Do not wrap it in Markdown.\n" ^ Chatoyant_runtime.Json.to_string schema_json let append_system base addition = match base with | None -> Some addition | Some base when String.trim base = "" -> Some addition | Some base -> Some (base ^ "\n\n" ^ addition) let parse_json_text text = let trimmed = String.trim text in match Chatoyant_runtime.Json.parse trimmed with | Ok _ as ok -> ok | Error first_error -> let len = String.length trimmed in if len >= 6 && String.sub trimmed 0 3 = "```" && String.sub trimmed (len - 3) 3 = "```" then match String.index_opt trimmed '\n' with | Some start when len > start + 4 -> let body = String.sub trimmed (start + 1) (len - start - 4) |> String.trim in Chatoyant_runtime.Json.parse body | _ -> Error first_error else Error first_error let gen_data ?name ?description ?(strict = true) ~codec ?system ?tools ?options ?timeout_ms ?temperature ?max_tokens ?extra client prompt = let schema = Chatoyant_schema.Codec.schema codec in let provider = Chat.provider client in let extra = structured_extra provider ?name ?description ~strict schema extra in let system = match provider with | Chatoyant_provider.Provider.Anthropic | Local -> append_system system (structured_instruction schema) | Openai | Xai | Openrouter -> system in match gen_text ?system ?tools ?options ?timeout_ms ?temperature ?max_tokens ?extra client prompt with | Error _ as err -> err | Ok text -> ( match parse_json_text text with | Error message -> Error (Chatoyant_provider.Provider.Decode_error message) | Ok json -> ( match Chatoyant_schema.Value.validate schema json with | Error error -> Error (Chatoyant_provider.Provider.Decode_error (Chatoyant_schema.Value.error_to_string error)) | Ok () -> ( match Chatoyant_schema.Codec.decode codec json with | Ok value -> Ok value | Error message -> Error (Chatoyant_provider.Provider.Decode_error message)))) module Generate = struct let with_provider ?(options = Chatoyant_core.Options.default) ~clock ~provider chat = let module Provider = (val provider : Chatoyant_provider.Provider.CHAT) in let module Clock = (val Clock.make ~clock) in let module Generator = Chatoyant_core.Generator.Make (Provider) (Clock) in Generator.generate ~options chat end
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