package chatoyant
sectionYPositions = computeSectionYPositions($el), 10)"
x-init="setTimeout(() => sectionYPositions = computeSectionYPositions($el), 10)"
>
OCaml-first LLM SDK with Melange-generated JavaScript
Install
dune-project
Dependency
Authors
Maintainers
Sources
chatoyant-v0.12.2.tbz
sha256=a885dcf4b3c6ede268e2027bedf6955a5c889f7ed01c40b719f8369655957d47
sha512=0bb8dfa12157ba2e482927717c2242c1ea914dce1427801e405987811550afbd6d6b11f07d1e1379259360d17f4ca43ff81963bf407cddb7bedd0dfbb93a55ee
doc/src/chatoyant.provider/xai.ml.html
Source file xai.ml
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2222 2223 2224 2225 2226 2227 2228 2229 2230 2231 2232 2233 2234 2235 2236 2237 2238 2239 2240 2241 2242 2243 2244 2245 2246 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258 2259 2260 2261 2262 2263 2264 2265 2266 2267 2268 2269 2270 2271 2272 2273 2274 2275 2276 2277 2278 2279 2280 2281 2282 2283 2284 2285 2286 2287 2288 2289 2290 2291 2292 2293 2294 2295 2296 2297 2298 2299 2300 2301 2302 2303 2304 2305 2306 2307 2308 2309 2310 2311 2312 2313 2314 2315 2316 2317 2318 2319 2320 2321 2322 2323 2324 2325 2326 2327 2328 2329 2330 2331 2332 2333 2334 2335 2336 2337 2338 2339 2340 2341 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355 2356type role = System | User | Assistant | Tool type message = { message_role : role; message_content : string option; message_name : string option; message_tool_call_id : string option; message_tool_calls : Provider.tool_call list; } type tool = | Function of Openai.function_tool | Web_search | Raw_tool of Chatoyant_runtime.Json.t type tool_choice = | Auto | None_ | Required | Tool of string | Raw_tool_choice of Chatoyant_runtime.Json.t type service_tier = | Auto_tier | Default_tier | Priority_tier | Service_tier of string type response_format = | Text | Json_object | Json_schema of { schema_name : string; schema_description : string option; schema_value : Chatoyant_runtime.Json.t; schema_strict : bool; } type chat_request = { chat_model : string; chat_messages : message list; chat_stream : bool; chat_temperature : float option; chat_max_tokens : int option; chat_top_p : float option; chat_stop : string list; chat_user : string option; chat_seed : int option; chat_logprobs : bool option; chat_top_logprobs : int option; chat_n : int option; chat_response_format : response_format option; chat_tools : tool list; chat_tool_choice : tool_choice option; chat_parallel_tool_calls : bool option; chat_extra : (string * Chatoyant_runtime.Json.t) list; } type chat_response = { response_id : string option; response_model : string option; response_content : string; response_reasoning_content : string; response_usage : Chatoyant_tokens.Cost.usage; response_raw : Chatoyant_runtime.Json.t; } type responses_input = | Responses_text of string | Responses_items of Chatoyant_runtime.Json.t list type responses_request = { responses_model : string; responses_input : responses_input; responses_instructions : string option; responses_previous_response_id : string option; responses_store : bool option; responses_stream : bool; responses_temperature : float option; responses_top_p : float option; responses_max_output_tokens : int option; responses_tools : tool list; responses_tool_choice : tool_choice option; responses_text_format : response_format option; responses_parallel_tool_calls : bool option; responses_top_logprobs : int option; responses_truncation : string option; responses_extra : (string * Chatoyant_runtime.Json.t) list; } type response_status = | Completed | In_progress | Incomplete | Failed_response | Unknown_response_status of string type responses_response = { responses_id : string option; responses_model : string option; responses_status : response_status; responses_output_text : string; responses_reasoning_text : string; responses_usage : Chatoyant_tokens.Cost.usage; responses_raw : Chatoyant_runtime.Json.t; } type delete_response = { deleted_id : string option; deleted : bool; deleted_raw : Chatoyant_runtime.Json.t; } type model = { model_id : string option; model_object : string option; model_owned_by : string option; model_created : int option; model_raw : Chatoyant_runtime.Json.t; } type model_list = { models : model list; models_raw : Chatoyant_runtime.Json.t } type upload_part = { upload_filename : string; upload_content_type : string option; upload_body : string; } type form_part = { form_name : string; form_filename : string option; form_content_type : string option; form_body : string; } type file_upload = { file_filename : string; file_content_type : string option; file_body : string; file_purpose : string; file_expires_after : int option; } type file_object = { file_id : string option; file_object : string option; file_bytes : int option; file_filename : string option; file_purpose : string option; file_created_at : int option; file_expires_at : string option; file_raw : Chatoyant_runtime.Json.t; } type file_list = { files : file_object list; pagination_token : string option; raw : Chatoyant_runtime.Json.t; } type file_delete = { deleted_file_id : string option; deleted : bool; raw : Chatoyant_runtime.Json.t; } type batch_create_request = { batch_name : string } type batch = { batch_id : string option; batch_create_api_key_id : string option; batch_create_time : string option; batch_name : string option; batch_state : Chatoyant_runtime.Json.t option; batch_raw : Chatoyant_runtime.Json.t; } type batch_list = { batches : batch list; pagination_token : string option; raw : Chatoyant_runtime.Json.t; } type batch_requests_add = { batch_requests : Chatoyant_runtime.Json.t list } type batch_request_metadata_list = { batch_request_metadata : Chatoyant_runtime.Json.t list; pagination_token : string option; raw : Chatoyant_runtime.Json.t; } type api_error = { error_type : string option; error_message : string; error_raw : Chatoyant_runtime.Json.t option; } type tts_output_format = { output_codec : string option; output_sample_rate : int option; output_bit_rate : int option; } type tts_request = { tts_text : string; tts_voice_id : string option; tts_language : string; tts_output_format : tts_output_format option; tts_speed : float option; tts_optimize_streaming_latency : int option; tts_text_normalization : bool option; tts_with_timestamps : bool option; tts_extra : (string * Chatoyant_runtime.Json.t) list; } type audio_body = { audio_body : string; audio_content_type : string option } type stt_request = { stt_file : upload_part option; stt_url : string option; stt_audio_format : string option; stt_sample_rate : int option; stt_language : string option; stt_format : bool option; stt_multichannel : bool option; stt_channels : int option; stt_diarize : bool option; stt_keyterms : string list; stt_filler_words : bool option; stt_extra : (string * string) list; } type stt_word = { word_text : string option; word_start : float option; word_end : float option; word_speaker : int option; word_raw : Chatoyant_runtime.Json.t; } type stt_channel = { channel_index : int option; channel_text : string option; channel_words : stt_word list; channel_raw : Chatoyant_runtime.Json.t; } type stt_response = { stt_text : string option; stt_language : string option; stt_duration : float option; stt_words : stt_word list; stt_channels : stt_channel list; stt_raw : Chatoyant_runtime.Json.t; } type voice = { voice_id : string option; voice_name : string option; voice_description : string option; voice_gender : string option; voice_accent : string option; voice_age : string option; voice_language : string option; voice_use_case : string option; voice_tone : string option; voice_created_at : string option; voice_raw : Chatoyant_runtime.Json.t; } type voice_list = { voices : voice list; voices_pagination_token : string option; voices_raw : Chatoyant_runtime.Json.t; } type custom_voice_request = { custom_voice_file : upload_part; custom_voice_name : string option; custom_voice_description : string option; custom_voice_gender : string option; custom_voice_accent : string option; custom_voice_age : string option; custom_voice_language : string option; custom_voice_use_case : string option; custom_voice_tone : string option; custom_voice_extra : (string * string) list; } type custom_voice_update = { custom_voice_update_name : string option; custom_voice_update_description : string option; custom_voice_update_gender : string option; custom_voice_update_accent : string option; custom_voice_update_age : string option; custom_voice_update_language : string option; custom_voice_update_use_case : string option; custom_voice_update_tone : string option; custom_voice_update_extra : (string * Chatoyant_runtime.Json.t) list; } type voice_delete = { deleted_voice_id : string option; voice_deleted : bool; voice_delete_raw : Chatoyant_runtime.Json.t; } type realtime_client_secret_request = { realtime_client_secret_expires_after_seconds : int option; realtime_client_secret_extra : (string * Chatoyant_runtime.Json.t) list; } type realtime_client_secret = { realtime_client_secret_value : string option; realtime_client_secret_expires_at : int option; realtime_client_secret_raw : Chatoyant_runtime.Json.t; } type websocket_config = { websocket_api_key : string; websocket_url : string; websocket_timeout_ms : int option; websocket_headers : (string * string) list; websocket_protocols : string list; } type responses_stream_event = | Response_created of responses_response | Response_in_progress of responses_response | Response_completed of responses_response | Response_failed of responses_response | Response_incomplete of responses_response | Response_output_text_delta of { item_id : string option; output_index : int option; content_index : int option; delta : string; } | Response_output_text_done of { item_id : string option; output_index : int option; content_index : int option; text : string; } | Response_reasoning_summary_text_delta of { item_id : string option; output_index : int option; summary_index : int option; delta : string; } | Response_function_call_arguments_delta of { item_id : string option; output_index : int option; delta : string; } | Response_function_call_arguments_done of { item_id : string option; output_index : int option; arguments : string; } | Response_refusal_delta of string | Response_error of api_error | Response_raw_event of { event_type : string option; raw : Chatoyant_runtime.Json.t; } type image_response_format = Url | Base64_json type image_request = { image_model : string option; image_prompt : string; image_n : int option; image_response_format : image_response_format option; image_aspect_ratio : string option; image_resolution : string option; image_user : string option; image_extra : (string * Chatoyant_runtime.Json.t) list; } type image_edit_source = { source_url : string; source_type : string } type image_edit_request = { edit_model : string option; edit_prompt : string; edit_images : image_edit_source list; edit_n : int option; edit_response_format : image_response_format option; edit_aspect_ratio : string option; edit_resolution : string option; edit_extra : (string * Chatoyant_runtime.Json.t) list; } type image_data = { image_url : string option; image_b64_json : string option; image_revised_prompt : string option; } type image_response = { image_created : int option; image_model : string option; image_data : image_data list; image_raw : Chatoyant_runtime.Json.t; } type video_request = { video_model : string option; video_prompt : string; video_duration : int option; video_aspect_ratio : string option; video_resolution : string option; video_image_url : string option; video_url : string option; video_extra : (string * Chatoyant_runtime.Json.t) list; } type video_start_response = { request_id : string; raw : Chatoyant_runtime.Json.t; } type video_status = | Queued | Processing | Done | Failed | Expired | Unknown_status of string type video_status_response = { status : video_status; video_url : string option; video_duration : int option; video_model : string option; raw : Chatoyant_runtime.Json.t; } type collection_request = { collection_name : string; collection_description : string option; collection_index_configuration : Chatoyant_runtime.Json.t option; collection_field_definitions : Chatoyant_runtime.Json.t list; collection_extra : (string * Chatoyant_runtime.Json.t) list; } type collection_update = { collection_update_name : string option; collection_update_description : string option; collection_update_index_configuration : Chatoyant_runtime.Json.t option; collection_update_field_definitions : Chatoyant_runtime.Json.t list; collection_update_extra : (string * Chatoyant_runtime.Json.t) list; } type collection = { collection_id : string option; collection_name : string option; collection_description : string option; collection_created_at : string option; collection_documents_count : int option; collection_index_configuration : Chatoyant_runtime.Json.t option; collection_field_definitions : Chatoyant_runtime.Json.t option; collection_raw : Chatoyant_runtime.Json.t; } type collection_list = { collections : collection list; collections_pagination_token : string option; collections_raw : Chatoyant_runtime.Json.t; } type collection_document = { document_file_metadata : Chatoyant_runtime.Json.t option; document_status : string option; document_error_message : string option; document_last_indexed_at : string option; document_fields : Chatoyant_runtime.Json.t option; document_raw : Chatoyant_runtime.Json.t; } type collection_document_list = { collection_documents : collection_document list; collection_documents_pagination_token : string option; collection_documents_raw : Chatoyant_runtime.Json.t; } type collection_delete = { collection_delete_id : string option; collection_deleted : bool; collection_delete_raw : Chatoyant_runtime.Json.t; } type collection_search_request = { collection_search_query : string; collection_search_limit : int option; collection_search_filter : string option; collection_search_extra : (string * Chatoyant_runtime.Json.t) list; } type collection_search_response = { collection_search_results : Chatoyant_runtime.Json.t list; collection_search_raw : Chatoyant_runtime.Json.t; } let string value = Chatoyant_runtime.Json.String value let bool value = Chatoyant_runtime.Json.Bool value let int value = Chatoyant_runtime.Json.Float (Float.of_int value) let float value = Chatoyant_runtime.Json.Float value let field = Chatoyant_runtime.Json.field let add_opt name encode value fields = match value with | None -> fields | Some value -> (name, encode value) :: fields let add_non_empty name encode values fields = match values with | [] -> fields | _ -> (name, Chatoyant_runtime.Json.Array (List.map encode values)) :: fields let role_to_string = function | System -> "system" | User -> "user" | Assistant -> "assistant" | Tool -> "tool" let service_tier_to_string = function | Auto_tier -> "auto" | Default_tier -> "default" | Priority_tier -> "priority" | Service_tier value -> value let service_tier_extra tier = ("service_tier", string (service_tier_to_string tier)) let background_extra enabled = ("background", bool enabled) let message_json message = let tool_call_json (call : Provider.tool_call) = Chatoyant_runtime.Json.Object [ ("id", string call.id); ("type", string "function"); ( "function", Chatoyant_runtime.Json.Object [ ("name", string call.name); ("arguments", string call.arguments_json); ] ); ] in [ ("role", string (role_to_string message.message_role)) ] |> add_opt "content" string message.message_content |> add_opt "name" string message.message_name |> add_opt "tool_call_id" string message.message_tool_call_id |> add_non_empty "tool_calls" tool_call_json message.message_tool_calls |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let tool_json = function | Function tool -> Openai.function_tool_json tool | Web_search -> Chatoyant_runtime.Json.Object [ ("type", string "web_search") ] | Raw_tool json -> json let tool_choice_json = function | Auto -> string "auto" | None_ -> string "none" | Required -> string "required" | Tool name -> Chatoyant_runtime.Json.Object [ ("type", string "function"); ("function", Chatoyant_runtime.Json.Object [ ("name", string name) ]); ] | Raw_tool_choice json -> json let response_format_json = function | Text -> Chatoyant_runtime.Json.Object [ ("type", string "text") ] | Json_object -> Chatoyant_runtime.Json.Object [ ("type", string "json_object") ] | Json_schema { schema_name; schema_description; schema_value; schema_strict } -> let json_schema = [ ("name", string schema_name); ("schema", schema_value); ("strict", bool schema_strict); ] |> add_opt "description" string schema_description |> List.rev in Chatoyant_runtime.Json.Object [ ("type", string "json_schema"); ("json_schema", Chatoyant_runtime.Json.Object json_schema); ] let tts_output_format_json format = [] |> add_opt "codec" string format.output_codec |> add_opt "sample_rate" int format.output_sample_rate |> add_opt "bit_rate" int format.output_bit_rate |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let tts_request_json request = [ ("text", string request.tts_text); ("language", string request.tts_language); ] |> add_opt "voice_id" string request.tts_voice_id |> add_opt "output_format" tts_output_format_json request.tts_output_format |> add_opt "speed" float request.tts_speed |> add_opt "optimize_streaming_latency" int request.tts_optimize_streaming_latency |> add_opt "text_normalization" bool request.tts_text_normalization |> add_opt "with_timestamps" bool request.tts_with_timestamps |> List.rev_append request.tts_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let chat_request_json request = [ ("model", string request.chat_model); ( "messages", Chatoyant_runtime.Json.Array (List.map message_json request.chat_messages) ); ("stream", bool request.chat_stream); ] |> add_opt "temperature" float request.chat_temperature |> add_opt "max_tokens" int request.chat_max_tokens |> add_opt "top_p" float request.chat_top_p |> add_non_empty "stop" string request.chat_stop |> add_opt "user" string request.chat_user |> add_opt "seed" int request.chat_seed |> add_opt "logprobs" bool request.chat_logprobs |> add_opt "top_logprobs" int request.chat_top_logprobs |> add_opt "n" int request.chat_n |> add_opt "response_format" response_format_json request.chat_response_format |> add_non_empty "tools" tool_json request.chat_tools |> add_opt "tool_choice" tool_choice_json request.chat_tool_choice |> add_opt "parallel_tool_calls" bool request.chat_parallel_tool_calls |> List.rev_append request.chat_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let responses_input_json = function | Responses_text text -> string text | Responses_items items -> Chatoyant_runtime.Json.Array items let responses_text_json format = Chatoyant_runtime.Json.Object [ ("format", response_format_json format) ] let responses_request_json request = [ ("model", string request.responses_model); ("input", responses_input_json request.responses_input); ("stream", bool request.responses_stream); ] |> add_opt "instructions" string request.responses_instructions |> add_opt "previous_response_id" string request.responses_previous_response_id |> add_opt "store" bool request.responses_store |> add_opt "temperature" float request.responses_temperature |> add_opt "top_p" float request.responses_top_p |> add_opt "max_output_tokens" int request.responses_max_output_tokens |> add_non_empty "tools" tool_json request.responses_tools |> add_opt "tool_choice" tool_choice_json request.responses_tool_choice |> add_opt "text" responses_text_json request.responses_text_format |> add_opt "parallel_tool_calls" bool request.responses_parallel_tool_calls |> add_opt "top_logprobs" int request.responses_top_logprobs |> add_opt "truncation" string request.responses_truncation |> List.rev_append request.responses_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let batch_create_request_json (request : batch_create_request) = Chatoyant_runtime.Json.Object [ ("name", string request.batch_name) ] let batch_requests_add_json (request : batch_requests_add) = Chatoyant_runtime.Json.Object [ ("batch_requests", Chatoyant_runtime.Json.Array request.batch_requests) ] let collection_request_json request = [ ("collection_name", string request.collection_name) ] |> add_opt "collection_description" string request.collection_description |> add_opt "index_configuration" (fun value -> value) request.collection_index_configuration |> add_non_empty "field_definitions" (fun value -> value) request.collection_field_definitions |> List.rev_append request.collection_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let collection_update_json request = [] |> add_opt "collection_name" string request.collection_update_name |> add_opt "collection_description" string request.collection_update_description |> add_opt "index_configuration" (fun value -> value) request.collection_update_index_configuration |> add_non_empty "field_definitions" (fun value -> value) request.collection_update_field_definitions |> List.rev_append request.collection_update_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let collection_search_request_json request = [ ("query", string request.collection_search_query) ] |> add_opt "limit" int request.collection_search_limit |> add_opt "filter" string request.collection_search_filter |> List.rev_append request.collection_search_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let stt_request_parts (request : stt_request) = let scalar name value = { form_name = name; form_filename = None; form_content_type = None; form_body = value; } in let file_part file = { form_name = "file"; form_filename = Some file.upload_filename; form_content_type = file.upload_content_type; form_body = file.upload_body; } in let opt_string name value fields = match value with | None -> fields | Some value -> scalar name value :: fields in let opt_int name value fields = opt_string name (Option.map string_of_int value) fields in let opt_bool name value fields = opt_string name (Option.map (fun value -> if value then "true" else "false") value) fields in let fields = [] |> opt_string "url" request.stt_url |> opt_string "audio_format" request.stt_audio_format |> opt_int "sample_rate" request.stt_sample_rate |> opt_string "language" request.stt_language |> opt_bool "format" request.stt_format |> opt_bool "multichannel" request.stt_multichannel |> opt_int "channels" request.stt_channels |> opt_bool "diarize" request.stt_diarize |> opt_bool "filler_words" request.stt_filler_words |> List.rev_append (List.rev_map (fun (name, value) -> scalar name value) request.stt_extra) |> List.rev_append (List.rev_map (fun value -> scalar "keyterm" value) request.stt_keyterms) |> List.rev in match request.stt_file with | None -> fields | Some file -> fields @ [ file_part file ] let custom_voice_request_parts (request : custom_voice_request) = let scalar name value = { form_name = name; form_filename = None; form_content_type = None; form_body = value; } in let file = { form_name = "file"; form_filename = Some request.custom_voice_file.upload_filename; form_content_type = request.custom_voice_file.upload_content_type; form_body = request.custom_voice_file.upload_body; } in let add name value fields = match value with | None -> fields | Some value -> scalar name value :: fields in [] |> add "name" request.custom_voice_name |> add "description" request.custom_voice_description |> add "gender" request.custom_voice_gender |> add "accent" request.custom_voice_accent |> add "age" request.custom_voice_age |> add "language" request.custom_voice_language |> add "use_case" request.custom_voice_use_case |> add "tone" request.custom_voice_tone |> List.rev_append (List.rev_map (fun (name, value) -> scalar name value) request.custom_voice_extra) |> List.rev |> fun fields -> fields @ [ file ] let custom_voice_update_json request = [] |> add_opt "name" string request.custom_voice_update_name |> add_opt "description" string request.custom_voice_update_description |> add_opt "gender" string request.custom_voice_update_gender |> add_opt "accent" string request.custom_voice_update_accent |> add_opt "age" string request.custom_voice_update_age |> add_opt "language" string request.custom_voice_update_language |> add_opt "use_case" string request.custom_voice_update_use_case |> add_opt "tone" string request.custom_voice_update_tone |> List.rev_append request.custom_voice_update_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let realtime_client_secret_request_json request = [] |> add_opt "expires_after" (fun seconds -> Chatoyant_runtime.Json.Object [ ("seconds", int seconds) ]) request.realtime_client_secret_expires_after_seconds |> List.rev_append request.realtime_client_secret_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let image_response_format_json = function | Url -> string "url" | Base64_json -> string "b64_json" let image_request_json request = [ ("prompt", string request.image_prompt) ] |> add_opt "model" string request.image_model |> add_opt "n" int request.image_n |> add_opt "response_format" image_response_format_json request.image_response_format |> add_opt "aspect_ratio" string request.image_aspect_ratio |> add_opt "resolution" string request.image_resolution |> add_opt "user" string request.image_user |> List.rev_append request.image_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let image_source_json source = Chatoyant_runtime.Json.Object [ ("url", string source.source_url); ("type", string source.source_type) ] let image_edit_request_json request = let image_field = match request.edit_images with | [ source ] -> [ ("image", image_source_json source) ] | sources -> [ ( "image", Chatoyant_runtime.Json.Array (List.map image_source_json sources) ); ] in [ ("prompt", string request.edit_prompt) ] |> List.rev_append image_field |> add_opt "model" string request.edit_model |> add_opt "n" int request.edit_n |> add_opt "response_format" image_response_format_json request.edit_response_format |> add_opt "aspect_ratio" string request.edit_aspect_ratio |> add_opt "resolution" string request.edit_resolution |> List.rev_append request.edit_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let video_request_json request = [ ("prompt", string request.video_prompt) ] |> add_opt "model" string request.video_model |> add_opt "duration" int request.video_duration |> add_opt "aspect_ratio" string request.video_aspect_ratio |> add_opt "resolution" string request.video_resolution |> add_opt "image_url" string request.video_image_url |> add_opt "video_url" string request.video_url |> List.rev_append request.video_extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let ~api_key = [ ("Authorization", "Bearer " ^ api_key); ("Content-Type", "application/json"); ] let pct_encode text = let buffer = Buffer.create (String.length text) in String.iter (fun ch -> match ch with | 'A' .. 'Z' | 'a' .. 'z' | '0' .. '9' | '-' | '_' | '.' | '~' -> Buffer.add_char buffer ch | _ -> Buffer.add_string buffer (Printf.sprintf "%%%02X" (Char.code ch))) text; Buffer.contents buffer let string_of_float_query value = if Float.is_integer value then Printf.sprintf "%.1f" value else string_of_float value let string_of_bool_query value = if value then "true" else "false" let append_query base params = let encoded = params |> List.filter_map (fun (name, value) -> Option.map (fun value -> pct_encode name ^ "=" ^ pct_encode value) value) in match encoded with | [] -> base | values -> let separator = if String.contains base '?' then "&" else "?" in base ^ separator ^ String.concat "&" values let voice_agent_url ?(base_url = "wss://api.x.ai/v1/realtime") ~model () = append_query base_url [ ("model", Some model) ] let streaming_tts_url ?(base_url = "wss://api.x.ai/v1/tts") ?(language = "en") ?voice ?codec ?sample_rate ?bit_rate ?speed ?optimize_streaming_latency ?text_normalization ?with_timestamps () = append_query base_url [ ("language", Some language); ("voice", voice); ("codec", codec); ("sample_rate", Option.map string_of_int sample_rate); ("bit_rate", Option.map string_of_int bit_rate); ("speed", Option.map string_of_float_query speed); ( "optimize_streaming_latency", Option.map string_of_int optimize_streaming_latency ); ("text_normalization", Option.map string_of_bool_query text_normalization); ("with_timestamps", Option.map string_of_bool_query with_timestamps); ] let streaming_stt_url ?(base_url = "wss://api.x.ai/v1/stt") ?sample_rate ?encoding ?interim_results ?endpointing ?language ?diarize ?filler_words ?multichannel ?channels ?(keyterms = []) ?smart_turn ?smart_turn_timeout () = append_query base_url ([ ("sample_rate", Option.map string_of_int sample_rate); ("encoding", encoding); ("interim_results", Option.map string_of_bool_query interim_results); ("endpointing", Option.map string_of_int endpointing); ("language", language); ("diarize", Option.map string_of_bool_query diarize); ("filler_words", Option.map string_of_bool_query filler_words); ("multichannel", Option.map string_of_bool_query multichannel); ("channels", Option.map string_of_int channels); ("smart_turn", Option.map string_of_float_query smart_turn); ("smart_turn_timeout", Option.map string_of_int smart_turn_timeout); ] @ List.map (fun keyterm -> ("keyterm", Some keyterm)) keyterms) let responses_websocket_url ?(base_url = "wss://api.x.ai/v1/responses") () = base_url let string_field name json = Option.bind (field name json) Chatoyant_runtime.Json.as_string let int_field name json = Option.bind (field name json) Chatoyant_runtime.Json.as_int let bool_field name json = Option.bind (field name json) Chatoyant_runtime.Json.as_bool let float_field name json = Option.bind (field name json) Chatoyant_runtime.Json.as_float let api_error_of_json json = match field "error" json with | Some error -> { error_type = string_field "type" error; error_message = Option.value (string_field "message" error) ~default:"xAI API error"; error_raw = Some json; } | None -> { error_type = string_field "type" json; error_message = Option.value (string_field "message" json) ~default:"xAI API error"; error_raw = Some json; } let stt_word_of_json json = { word_text = string_field "text" json; word_start = float_field "start" json; word_end = float_field "end" json; word_speaker = int_field "speaker" json; word_raw = json; } let stt_channel_of_json json = { channel_index = int_field "index" json; channel_text = string_field "text" json; channel_words = (match field "words" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map stt_word_of_json values | _ -> []); channel_raw = json; } let stt_response_of_json json = { stt_text = string_field "text" json; stt_language = string_field "language" json; stt_duration = float_field "duration" json; stt_words = (match field "words" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map stt_word_of_json values | _ -> []); stt_channels = (match field "channels" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map stt_channel_of_json values | _ -> []); stt_raw = json; } let voice_of_json json = { voice_id = string_field "voice_id" json; voice_name = string_field "name" json; voice_description = string_field "description" json; voice_gender = string_field "gender" json; voice_accent = string_field "accent" json; voice_age = string_field "age" json; voice_language = string_field "language" json; voice_use_case = string_field "use_case" json; voice_tone = string_field "tone" json; voice_created_at = string_field "created_at" json; voice_raw = json; } let voice_list_of_json json = { voices = (match field "voices" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map voice_of_json values | _ -> ( match field "data" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map voice_of_json values | _ -> [])); voices_pagination_token = string_field "pagination_token" json; voices_raw = json; } let voice_delete_of_json json = { deleted_voice_id = (match string_field "voice_id" json with | Some _ as value -> value | None -> string_field "id" json); voice_deleted = Option.value (bool_field "deleted" json) ~default:false; voice_delete_raw = json; } let realtime_client_secret_of_json json = let secret = Option.value (field "client_secret" json) ~default:json in { realtime_client_secret_value = (match string_field "value" secret with | Some _ as value -> value | None -> string_field "client_secret" json); realtime_client_secret_expires_at = (match int_field "expires_at" secret with | Some _ as value -> value | None -> int_field "expires_at" json); realtime_client_secret_raw = json; } let chat_response_of_json json = let response_content = match Openai_decode.chat_content json with Some text -> text | None -> "" in let response_reasoning_content = match field "choices" json with | Some (Chatoyant_runtime.Json.Array (choice :: _)) -> ( match field "message" choice with | Some message -> Option.value (string_field "reasoning_content" message) ~default:"" | None -> "") | _ -> "" in { response_id = string_field "id" json; response_model = string_field "model" json; response_content; response_reasoning_content; response_usage = (match field "usage" json with | Some usage -> Usage.xai usage | None -> Chatoyant_tokens.Cost.empty_usage); response_raw = json; } let provider_tool_call_of_json json = match field "function" json with | None -> None | Some fn -> let name = Option.value (string_field "name" fn) ~default:"" in let arguments_json = Option.value (string_field "arguments" fn) ~default:"" in let arguments = match Chatoyant_runtime.Json.parse arguments_json with | Ok json -> json | Error _ -> Chatoyant_runtime.Json.Null in Some { Provider.id = Option.value (string_field "id" json) ~default:""; name; arguments; arguments_json; raw = Some json; } let provider_tool_calls_of_chat_json json = match field "choices" json with | Some (Chatoyant_runtime.Json.Array (choice :: _)) -> ( match field "message" choice with | Some message -> ( match field "tool_calls" message with | Some (Chatoyant_runtime.Json.Array values) -> List.filter_map provider_tool_call_of_json values | _ -> []) | None -> []) | _ -> [] let generation_of_chat_response response = { Provider.content = response.response_content; reasoning_content = response.response_reasoning_content; usage = response.response_usage; usage_source = Chatoyant_tokens.Cost.Provider_reported; tool_calls = provider_tool_calls_of_chat_json response.response_raw; finish_reason = (match field "choices" response.response_raw with | Some (Chatoyant_runtime.Json.Array (choice :: _)) -> string_field "finish_reason" choice | _ -> None); raw = Some response.response_raw; } let response_status_of_string = function | "completed" -> Completed | "in_progress" -> In_progress | "incomplete" -> Incomplete | "failed" -> Failed_response | value -> Unknown_response_status value let content_text block = match field "type" block with | Some (Chatoyant_runtime.Json.String "output_text") -> Option.value (string_field "text" block) ~default:"" | Some (Chatoyant_runtime.Json.String "text") -> Option.value (string_field "text" block) ~default:"" | _ -> "" let output_item_text item = match field "content" item with | Some (Chatoyant_runtime.Json.Array blocks) -> blocks |> List.map content_text |> String.concat "" | _ -> "" let summary_text summary = match field "text" summary with | Some value -> Option.value (Chatoyant_runtime.Json.as_string value) ~default:"" | None -> "" let reasoning_item_text item = match field "summary" item with | Some (Chatoyant_runtime.Json.Array summaries) -> summaries |> List.map summary_text |> String.concat "" | _ -> "" let responses_usage json = match field "usage" json with | None -> Chatoyant_tokens.Cost.empty_usage | Some usage -> let input_tokens = Option.value (int_field "input_tokens" usage) ~default:0 in let output_tokens = Option.value (int_field "output_tokens" usage) ~default:0 in let reasoning_tokens = match field "output_tokens_details" usage with | Some details -> Option.value (int_field "reasoning_tokens" details) ~default:0 | None -> 0 in let cached_tokens = match field "input_tokens_details" usage with | Some details -> Option.value (int_field "cached_tokens" details) ~default:0 | None -> 0 in let ticks = match field "cost_in_usd_ticks" usage with | Some value -> Option.value (Chatoyant_runtime.Json.as_float value) ~default:0.0 | None -> 0.0 in { Chatoyant_tokens.Cost.input_tokens; output_tokens; reasoning_tokens; cached_tokens; cache_write_tokens = 0; total_tokens = Option.value (int_field "total_tokens" usage) ~default:(input_tokens + output_tokens); actual_cost_usd = (if ticks > 0.0 then Some (ticks /. 10_000_000_000.0) else None); } let responses_response_of_json json = let output_items = match field "output" json with | Some (Chatoyant_runtime.Json.Array items) -> items | _ -> [] in { responses_id = string_field "id" json; responses_model = string_field "model" json; responses_status = json |> string_field "status" |> Option.map response_status_of_string |> Option.value ~default:(Unknown_response_status ""); responses_output_text = (match string_field "output_text" json with | Some text -> text | None -> output_items |> List.map output_item_text |> String.concat ""); responses_reasoning_text = output_items |> List.map reasoning_item_text |> String.concat ""; responses_usage = responses_usage json; responses_raw = json; } let generation_of_responses_response response = { Provider.content = response.responses_output_text; reasoning_content = response.responses_reasoning_text; usage = response.responses_usage; usage_source = Chatoyant_tokens.Cost.Provider_reported; tool_calls = []; finish_reason = (match response.responses_status with | Completed -> Some "completed" | In_progress -> Some "in_progress" | Incomplete -> Some "incomplete" | Failed_response -> Some "failed" | Unknown_response_status "" -> None | Unknown_response_status value -> Some value); raw = Some response.responses_raw; } let responses_stream_event_of_json json = let event_type = string_field "type" json in let response_event constructor = match field "response" json with | Some response -> constructor (responses_response_of_json response) | None -> Response_raw_event { event_type; raw = json } in match event_type with | Some "response.created" -> response_event (fun value -> Response_created value) | Some "response.in_progress" -> response_event (fun value -> Response_in_progress value) | Some "response.completed" -> response_event (fun value -> Response_completed value) | Some "response.failed" -> response_event (fun value -> Response_failed value) | Some "response.incomplete" -> response_event (fun value -> Response_incomplete value) | Some "response.output_text.delta" -> Response_output_text_delta { item_id = string_field "item_id" json; output_index = int_field "output_index" json; content_index = int_field "content_index" json; delta = Option.value (string_field "delta" json) ~default:""; } | Some "response.output_text.done" -> Response_output_text_done { item_id = string_field "item_id" json; output_index = int_field "output_index" json; content_index = int_field "content_index" json; text = Option.value (string_field "text" json) ~default:""; } | Some "response.reasoning_summary_text.delta" -> Response_reasoning_summary_text_delta { item_id = string_field "item_id" json; output_index = int_field "output_index" json; summary_index = int_field "summary_index" json; delta = Option.value (string_field "delta" json) ~default:""; } | Some "response.function_call_arguments.delta" -> Response_function_call_arguments_delta { item_id = string_field "item_id" json; output_index = int_field "output_index" json; delta = Option.value (string_field "delta" json) ~default:""; } | Some "response.function_call_arguments.done" -> Response_function_call_arguments_done { item_id = string_field "item_id" json; output_index = int_field "output_index" json; arguments = Option.value (string_field "arguments" json) ~default:""; } | Some "response.refusal.delta" -> Response_refusal_delta (Option.value (string_field "delta" json) ~default:"") | Some "error" -> Response_error (api_error_of_json json) | _ -> Response_raw_event { event_type; raw = json } let responses_stream_events_of_chunks chunks = let rec feed state acc = function | [] -> let events = Chatoyant_runtime.Sse.finish state in decode (List.rev (List.rev_append events acc)) [] | chunk :: rest -> let state, events = Chatoyant_runtime.Sse.feed state chunk in feed state (List.rev_append events acc) rest and decode sse_events acc = match sse_events with | [] -> Ok (List.rev acc) | event :: rest -> ( if Chatoyant_runtime.Sse.is_done event then decode rest acc else match Chatoyant_runtime.Json.parse (Chatoyant_runtime.Sse.data_string event) with | Error message -> Error message | Ok json -> decode rest (responses_stream_event_of_json json :: acc)) in feed Chatoyant_runtime.Sse.empty [] chunks let raw_event_of_response_event = function | Response_created response | Response_in_progress response | Response_completed response | Response_failed response | Response_incomplete response -> response.responses_raw | Response_output_text_delta { item_id; output_index; content_index; delta } -> [ ("type", string "response.output_text.delta"); ("delta", string delta) ] |> add_opt "item_id" string item_id |> add_opt "output_index" int output_index |> add_opt "content_index" int content_index |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields | Response_output_text_done { item_id; output_index; content_index; text } -> [ ("type", string "response.output_text.done"); ("text", string text) ] |> add_opt "item_id" string item_id |> add_opt "output_index" int output_index |> add_opt "content_index" int content_index |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields | Response_reasoning_summary_text_delta { item_id; output_index; summary_index; delta } -> [ ("type", string "response.reasoning_summary_text.delta"); ("delta", string delta); ] |> add_opt "item_id" string item_id |> add_opt "output_index" int output_index |> add_opt "summary_index" int summary_index |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields | Response_function_call_arguments_delta { item_id; output_index; delta } -> [ ("type", string "response.function_call_arguments.delta"); ("delta", string delta); ] |> add_opt "item_id" string item_id |> add_opt "output_index" int output_index |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields | Response_function_call_arguments_done { item_id; output_index; arguments } -> [ ("type", string "response.function_call_arguments.done"); ("arguments", string arguments); ] |> add_opt "item_id" string item_id |> add_opt "output_index" int output_index |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields | Response_refusal_delta delta -> Chatoyant_runtime.Json.Object [ ("type", string "response.refusal.delta"); ("delta", string delta) ] | Response_error error -> Option.value error.error_raw ~default:Chatoyant_runtime.Json.Null | Response_raw_event { raw; _ } -> raw let response_of_stream_chunks chunks = match responses_stream_events_of_chunks chunks with | Error _ as err -> err | Ok events -> let text, reasoning, usage, raw_events = List.fold_left (fun (text, reasoning, usage, raw_events) event -> match event with | Response_output_text_delta { delta; _ } -> ( text ^ delta, reasoning, usage, raw_event_of_response_event event :: raw_events ) | Response_output_text_done { text = done_text; _ } -> ( done_text, reasoning, usage, raw_event_of_response_event event :: raw_events ) | Response_reasoning_summary_text_delta { delta; _ } -> ( text, reasoning ^ delta, usage, raw_event_of_response_event event :: raw_events ) | Response_completed response -> ( (if response.responses_output_text <> "" then response.responses_output_text else text), (if response.responses_reasoning_text <> "" then response.responses_reasoning_text else reasoning), response.responses_usage, response.responses_raw :: raw_events ) | Response_created response | Response_in_progress response | Response_failed response | Response_incomplete response -> (text, reasoning, usage, response.responses_raw :: raw_events) | Response_raw_event { raw; _ } -> (text, reasoning, usage, raw :: raw_events) | Response_function_call_arguments_delta _ | Response_function_call_arguments_done _ | Response_refusal_delta _ | Response_error _ -> ( text, reasoning, usage, raw_event_of_response_event event :: raw_events )) ("", "", Chatoyant_tokens.Cost.empty_usage, []) events in Ok { responses_id = None; responses_model = None; responses_status = Completed; responses_output_text = text; responses_reasoning_text = reasoning; responses_usage = usage; responses_raw = Chatoyant_runtime.Json.Array (List.rev raw_events); } let delete_response_of_json json = { deleted_id = string_field "id" json; deleted = (match field "deleted" json with | Some value -> Option.value (Chatoyant_runtime.Json.as_bool value) ~default:false | None -> false); deleted_raw = json; } let model_of_json json = { model_id = string_field "id" json; model_object = string_field "object" json; model_owned_by = string_field "owned_by" json; model_created = int_field "created" json; model_raw = json; } let model_list_of_json json = let values = match field "data" json with | Some (Chatoyant_runtime.Json.Array items) -> items | _ -> ( match field "models" json with | Some (Chatoyant_runtime.Json.Array items) -> items | _ -> []) in { models = List.map model_of_json values; models_raw = json } let file_object_of_json json = { file_id = string_field "id" json; file_object = string_field "object" json; file_bytes = (match int_field "bytes" json with | Some _ as value -> value | None -> int_field "size" json); file_filename = string_field "filename" json; file_purpose = string_field "purpose" json; file_created_at = int_field "created_at" json; file_expires_at = string_field "expires_at" json; file_raw = json; } let file_list_of_json json = { files = (match field "data" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map file_object_of_json values | _ -> []); pagination_token = string_field "pagination_token" json; raw = json; } let file_delete_of_json json = { deleted_file_id = string_field "id" json; deleted = Option.value (bool_field "deleted" json) ~default:false; raw = json; } let batch_of_json json = { batch_id = string_field "batch_id" json; batch_create_api_key_id = string_field "create_api_key_id" json; batch_create_time = string_field "create_time" json; batch_name = string_field "name" json; batch_state = field "state" json; batch_raw = json; } let batch_list_of_json json = { batches = (match field "batches" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map batch_of_json values | _ -> []); pagination_token = string_field "pagination_token" json; raw = json; } let batch_request_metadata_list_of_json json = { batch_request_metadata = (match field "batch_request_metadata" json with | Some (Chatoyant_runtime.Json.Array values) -> values | _ -> []); pagination_token = string_field "pagination_token" json; raw = json; } let stream_response_of_chunks chunks = let rec feed state acc = function | [] -> let events = List.rev (List.rev_append (Chatoyant_runtime.Sse.finish state) acc) in decode events Openai_stream.empty | chunk :: rest -> let state, events = Chatoyant_runtime.Sse.feed state chunk in feed state (List.rev_append events acc) rest and decode events accumulated = match events with | [] -> Ok { response_id = None; response_model = None; response_content = accumulated.Openai_stream.accumulated_content; response_reasoning_content = accumulated.accumulated_reasoning_content; response_usage = (match accumulated.accumulated_usage with | Some usage -> Usage.xai usage | None -> Chatoyant_tokens.Cost.empty_usage); response_raw = Chatoyant_runtime.Json.Null; } | event :: rest -> ( if Chatoyant_runtime.Sse.is_done event then decode rest accumulated else match Chatoyant_runtime.Json.parse (Chatoyant_runtime.Sse.data_string event) with | Error message -> Error message | Ok json -> decode rest (Openai_stream.apply_chunk_json accumulated json)) in feed Chatoyant_runtime.Sse.empty [] chunks let image_data_of_json json = { image_url = string_field "url" json; image_b64_json = string_field "b64_json" json; image_revised_prompt = string_field "revised_prompt" json; } let image_response_of_json json = { image_created = int_field "created" json; image_model = string_field "model" json; image_data = (match field "data" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map image_data_of_json values | _ -> []); image_raw = json; } let video_start_response_of_json json = { request_id = Option.value (string_field "request_id" json) ~default:""; raw = json; } let video_status_of_string = function | "queued" -> Queued | "processing" -> Processing | "done" | "completed" -> Done | "failed" -> Failed | "expired" -> Expired | value -> Unknown_status value let video_status_response_of_json json = let video = Option.value (field "video" json) ~default:Chatoyant_runtime.Json.Null in { status = json |> string_field "status" |> Option.map video_status_of_string |> Option.value ~default:(Unknown_status ""); video_url = (match string_field "url" video with | Some _ as value -> value | None -> string_field "video_url" json); video_duration = (match int_field "duration" video with | Some _ as value -> value | None -> int_field "duration" json); video_model = (match string_field "model" video with | Some _ as value -> value | None -> string_field "model" json); raw = json; } let collection_of_json json = { collection_id = string_field "collection_id" json; collection_name = string_field "collection_name" json; collection_description = string_field "collection_description" json; collection_created_at = string_field "created_at" json; collection_documents_count = int_field "documents_count" json; collection_index_configuration = field "index_configuration" json; collection_field_definitions = field "field_definitions" json; collection_raw = json; } let collection_list_of_json json = { collections = (match field "collections" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map collection_of_json values | _ -> []); collections_pagination_token = string_field "pagination_token" json; collections_raw = json; } let collection_document_of_json json = { document_file_metadata = field "file_metadata" json; document_status = string_field "status" json; document_error_message = string_field "error_message" json; document_last_indexed_at = string_field "last_indexed_at" json; document_fields = field "fields" json; document_raw = json; } let collection_document_list_of_json json = { collection_documents = (match field "documents" json with | Some (Chatoyant_runtime.Json.Array values) -> List.map collection_document_of_json values | _ -> []); collection_documents_pagination_token = string_field "pagination_token" json; collection_documents_raw = json; } let collection_delete_of_json json = { collection_delete_id = (match string_field "collection_id" json with | Some _ as value -> value | None -> string_field "id" json); collection_deleted = Option.value (bool_field "deleted" json) ~default:true; collection_delete_raw = json; } let collection_search_response_of_json json = let results = match field "results" json with | Some (Chatoyant_runtime.Json.Array values) -> values | _ -> ( match field "documents" json with | Some (Chatoyant_runtime.Json.Array values) -> values | _ -> []) in { collection_search_results = results; collection_search_raw = json } module Make_client (Http : Chatoyant_runtime.Effect.HTTP) = struct type config = { api_key : string; base_url : string; timeout_ms : int option } type management_config = { management_api_key : string; management_base_url : string; management_timeout_ms : int option; } let default_base_url = "https://api.x.ai/v1" let default_management_base_url = "https://management-api.x.ai/v1" let trim_base base_url = if String.ends_with ~suffix:"/" base_url then String.sub base_url 0 (String.length base_url - 1) else base_url let endpoint config path = trim_base config.base_url ^ path let management_endpoint config path = trim_base config.management_base_url ^ path let query params = let values = List.filter_map (fun (name, value) -> Option.map (fun value -> name ^ "=" ^ value) value) params in match values with [] -> "" | _ -> "?" ^ String.concat "&" values let query_int value = Option.map string_of_int value let headers_for_body ~api_key body = let headers = authorization_headers ~api_key in match body with | Http.Multipart _ -> headers |> List.filter (fun (name, _) -> String.lowercase_ascii name <> "content-type") | _ -> headers let request ?(method_ = "POST") config path body = { Http.method_; url = endpoint config path; headers = headers_for_body ~api_key:config.api_key body; body; timeout_ms = config.timeout_ms; } let management_request ?(method_ = "POST") config path body = { Http.method_; url = management_endpoint config path; headers = headers_for_body ~api_key:config.management_api_key body; body; timeout_ms = config.management_timeout_ms; } let parse_response decode response = if response.Http.status < 200 || response.status >= 300 then match Chatoyant_runtime.Json.parse response.body with | Ok json -> Error (api_error_of_json json) | Error _ -> Error { error_type = Some "http_error"; error_message = "xAI HTTP " ^ string_of_int response.status ^ ": " ^ response.body; error_raw = None; } else match Chatoyant_runtime.Json.parse response.body with | Error message -> Error { error_type = Some "decode_error"; error_message = message; error_raw = None; } | Ok json -> Ok (decode json) let map_http_error = function | Http.Timeout ms -> { error_type = Some "timeout_error"; error_message = "Request timed out after " ^ string_of_int ms ^ "ms"; error_raw = None; } | Network message -> { error_type = Some "network_error"; error_message = message; error_raw = None; } | Invalid_response message -> { error_type = Some "invalid_response"; error_message = message; error_raw = None; } let send decode request = match Http.send request with | Error error -> Error (map_http_error error) | Ok response -> parse_response decode response let raw_response request = match Http.send request with | Error error -> Error (map_http_error error) | Ok response when response.status < 200 || response.status >= 300 -> ( match Chatoyant_runtime.Json.parse response.body with | Ok json -> Error (api_error_of_json json) | Error _ -> Error { error_type = Some "http_error"; error_message = "xAI HTTP " ^ string_of_int response.status ^ ": " ^ response.body; error_raw = None; }) | Ok response -> Ok response.body let raw_audio_response request = match Http.send request with | Error error -> Error (map_http_error error) | Ok response when response.status < 200 || response.status >= 300 -> ( match Chatoyant_runtime.Json.parse response.body with | Ok json -> Error (api_error_of_json json) | Error _ -> Error { error_type = Some "http_error"; error_message = "xAI HTTP " ^ string_of_int response.status ^ ": " ^ response.body; error_raw = None; }) | Ok response -> let content_type = response.headers |> List.find_opt (fun (name, _) -> String.lowercase_ascii name = "content-type") |> Option.map snd in Ok { audio_body = response.body; audio_content_type = content_type } let multipart_part name ?filename ?content_type body = { Http.name; filename; content_type; body } let form_part_to_multipart part = multipart_part part.form_name ?filename:part.form_filename ?content_type:part.form_content_type part.form_body let file_upload_parts (upload : file_upload) = let fields = [ multipart_part "purpose" upload.file_purpose ] in let fields = match upload.file_expires_after with | None -> fields | Some seconds -> fields @ [ multipart_part "expires_after" (string_of_int seconds) ] in fields @ [ multipart_part "file" ~filename:upload.file_filename ?content_type:upload.file_content_type upload.file_body; ] let create_chat config request_body = send chat_response_of_json (request config "/chat/completions" (Json (chat_request_json request_body))) let retrieve_deferred_chat config ~request_id = send chat_response_of_json (request ~method_:"GET" config ("/chat/deferred-completion/" ^ request_id) Empty) let create_response config request_body = send responses_response_of_json (request config "/responses" (Json (responses_request_json request_body))) let compact_response config request_body = send responses_response_of_json (request config "/responses/compact" (Json (responses_request_json request_body))) let retrieve_deferred_response config ~request_id = send responses_response_of_json (request ~method_:"GET" config ("/responses/deferred-completion/" ^ request_id) Empty) let retrieve_response config ~response_id = send responses_response_of_json (request ~method_:"GET" config ("/responses/" ^ response_id) Empty) let delete_response config ~response_id = send delete_response_of_json (request ~method_:"DELETE" config ("/responses/" ^ response_id) Empty) let synthesize_speech config request_body = raw_audio_response (request config "/tts" (Json (tts_request_json request_body))) let list_tts_voices config = send voice_list_of_json (request ~method_:"GET" config "/tts/voices" Empty) let transcribe_speech config request_body = let parts = List.map form_part_to_multipart (stt_request_parts request_body) in send stt_response_of_json (request config "/stt" (Multipart parts)) let create_realtime_client_secret config request_body = send realtime_client_secret_of_json (request config "/realtime/client_secrets" (Json (realtime_client_secret_request_json request_body))) let create_custom_voice config request_body = let parts = List.map form_part_to_multipart (custom_voice_request_parts request_body) in send voice_of_json (request config "/custom-voices" (Multipart parts)) let list_custom_voices ?limit ?pagination_token config = let path = "/custom-voices" ^ query [ ("limit", query_int limit); ("pagination_token", pagination_token) ] in send voice_list_of_json (request ~method_:"GET" config path Empty) let retrieve_custom_voice config ~voice_id = send voice_of_json (request ~method_:"GET" config ("/custom-voices/" ^ voice_id) Empty) let update_custom_voice config ~voice_id request_body = send voice_of_json (request ~method_:"PATCH" config ("/custom-voices/" ^ voice_id) (Json (custom_voice_update_json request_body))) let download_custom_voice_audio config ~voice_id = raw_audio_response (request ~method_:"GET" config ("/custom-voices/" ^ voice_id ^ "/audio") Empty) let delete_custom_voice config ~voice_id = send voice_delete_of_json (request ~method_:"DELETE" config ("/custom-voices/" ^ voice_id) Empty) let list_models config = send model_list_of_json (request ~method_:"GET" config "/models" Empty) let upload_file config upload = send file_object_of_json (request config "/files" (Multipart (file_upload_parts upload))) let list_files ?limit ?order ?sort_by ?pagination_token config = let path = "/files" ^ query [ ("limit", query_int limit); ("order", order); ("sort_by", sort_by); ("pagination_token", pagination_token); ] in send file_list_of_json (request ~method_:"GET" config path Empty) let retrieve_file config ~file_id = send file_object_of_json (request ~method_:"GET" config ("/files/" ^ file_id) Empty) let delete_file config ~file_id = send file_delete_of_json (request ~method_:"DELETE" config ("/files/" ^ file_id) Empty) let download_file config ~file_id = raw_response (request ~method_:"GET" config ("/files/" ^ file_id ^ "/content") Empty) let create_batch config request_body = send batch_of_json (request config "/batches" (Json (batch_create_request_json request_body))) let list_batches config = send batch_list_of_json (request ~method_:"GET" config "/batches" Empty) let retrieve_batch config ~batch_id = send batch_of_json (request ~method_:"GET" config ("/batches/" ^ batch_id) Empty) let list_batch_requests config ~batch_id = send batch_request_metadata_list_of_json (request ~method_:"GET" config ("/batches/" ^ batch_id ^ "/requests") Empty) let add_batch_requests config ~batch_id request_body = send batch_request_metadata_list_of_json (request config ("/batches/" ^ batch_id ^ "/requests") (Json (batch_requests_add_json request_body))) let batch_results config ~batch_id = send batch_of_json (request ~method_:"GET" config ("/batches/" ^ batch_id ^ "/results") Empty) let cancel_batch config ~batch_id = send batch_of_json (request config ("/batches/" ^ batch_id ^ "/cancel") Empty) let generate_image config request_body = send image_response_of_json (request config "/images/generations" (Json (image_request_json request_body))) let edit_image config request_body = send image_response_of_json (request config "/images/edits" (Json (image_edit_request_json request_body))) let start_video config request_body = send video_start_response_of_json (request config "/videos/generations" (Json (video_request_json request_body))) let get_video_status config ~request_id = send video_status_response_of_json (request ~method_:"GET" config ("/videos/" ^ request_id) Empty) let download_video config ~request_id = raw_response (request ~method_:"GET" config ("/videos/" ^ request_id ^ "/content") Empty) let create_collection config request_body = send collection_of_json (management_request config "/collections" (Json (collection_request_json request_body))) let list_collections ?limit ?order ?sort_by ?pagination_token ?filter config = let path = "/collections" ^ query [ ("limit", query_int limit); ("order", order); ("sort_by", sort_by); ("pagination_token", pagination_token); ("filter", filter); ] in send collection_list_of_json (management_request ~method_:"GET" config path Empty) let retrieve_collection config ~collection_id = send collection_of_json (management_request ~method_:"GET" config ("/collections/" ^ collection_id) Empty) let update_collection config ~collection_id request_body = send collection_of_json (management_request ~method_:"PUT" config ("/collections/" ^ collection_id) (Json (collection_update_json request_body))) let delete_collection config ~collection_id = send collection_delete_of_json (management_request ~method_:"DELETE" config ("/collections/" ^ collection_id) Empty) let add_collection_document config ~collection_id ~file_id ~fields = let body = match fields with | None -> Http.Json (Chatoyant_runtime.Json.Object []) | Some fields -> Http.Json (Chatoyant_runtime.Json.Object [ ("fields", fields) ]) in send collection_document_of_json (management_request config ("/collections/" ^ collection_id ^ "/documents/" ^ file_id) body) let list_collection_documents ?limit ?order ?sort_by ?pagination_token ?filter config ~collection_id = let path = "/collections/" ^ collection_id ^ "/documents" ^ query [ ("limit", query_int limit); ("order", order); ("sort_by", sort_by); ("pagination_token", pagination_token); ("filter", filter); ] in send collection_document_list_of_json (management_request ~method_:"GET" config path Empty) let retrieve_collection_document config ~collection_id ~file_id = send collection_document_of_json (management_request ~method_:"GET" config ("/collections/" ^ collection_id ^ "/documents/" ^ file_id) Empty) let regenerate_collection_document config ~collection_id ~file_id = send collection_document_of_json (management_request ~method_:"POST" config ("/collections/" ^ collection_id ^ "/documents/" ^ file_id ^ "/regenerate") Empty) let remove_collection_document config ~collection_id ~file_id = send collection_delete_of_json (management_request ~method_:"DELETE" config ("/collections/" ^ collection_id ^ "/documents/" ^ file_id) Empty) let search_collection config ~collection_id request_body = send collection_search_response_of_json (management_request config ("/collections/" ^ collection_id ^ "/search") (Json (collection_search_request_json request_body))) end module Make_websocket (Ws : Chatoyant_runtime.Effect.WEBSOCKET) = struct type connection = Ws.connection let default_realtime_base_url = "wss://api.x.ai/v1/realtime" let default_responses_base_url = "wss://api.x.ai/v1/responses" let default_tts_base_url = "wss://api.x.ai/v1/tts" let default_stt_base_url = "wss://api.x.ai/v1/stt" let api_error message = { error_type = Some "websocket_error"; error_message = message; error_raw = None; } let websocket_error = function | Ws.Timeout ms -> api_error ("xAI WebSocket timed out after " ^ string_of_int ms ^ "ms") | Ws.Network message -> api_error message | Ws.Invalid_response message -> api_error message | Ws.Closed None -> api_error "xAI WebSocket closed" | Ws.Closed (Some close) -> api_error ("xAI WebSocket closed with code " ^ string_of_int close.Ws.code ^ ": " ^ close.reason) let connect config fn = Ws.with_connection { Ws.url = config.websocket_url; headers = ("Authorization", "Bearer " ^ config.websocket_api_key) :: config.websocket_headers; protocols = config.websocket_protocols; timeout_ms = config.websocket_timeout_ms; } fn |> Result.map_error websocket_error let send_json connection json = Ws.send connection (Ws.Text (Chatoyant_runtime.Json.to_string json)) |> Result.map_error websocket_error let receive_json connection = match Ws.recv connection with | Error error -> Error (websocket_error error) | Ok (Ws.Text text) -> ( match Chatoyant_runtime.Json.parse text with | Ok json -> Ok json | Error message -> Error (api_error message)) | Ok (Ws.Binary _) -> Error (api_error "xAI WebSocket returned a binary frame") let send_text connection text = Ws.send connection (Ws.Text text) |> Result.map_error websocket_error let receive_frame connection = Ws.recv connection |> Result.map_error websocket_error let close ?code ?reason connection = Ws.close ?code ?reason connection |> Result.map_error websocket_error end let xai_message_of_provider_message (message : Provider.message) = let role = match message.role with | Provider.System -> System | User -> User | Assistant -> Assistant | Tool -> Tool in { message_role = role; message_content = message.content; message_name = message.name; message_tool_call_id = message.tool_call_id; message_tool_calls = message.tool_calls; } let openai_function_tool_of_provider_tool (tool : Provider.tool_definition) = { Openai.tool_name = tool.tool_name; tool_description = tool.tool_description; tool_parameters = tool.tool_parameters; tool_strict = tool.tool_strict; } let provider_extra_fields (options : Provider.options) = let fields = match options.extra with | Some (Chatoyant_runtime.Json.Object fields) -> fields | _ -> [] in let add name value fields = if List.mem_assoc name fields then fields else (name, value) :: fields in ( ( ( ( fields |> fun fields -> match options.frequency_penalty with | None -> fields | Some value -> add "frequency_penalty" (float value) fields ) |> fun fields -> match options.presence_penalty with | None -> fields | Some value -> add "presence_penalty" (float value) fields ) |> fun fields -> match options.reasoning_effort with | None -> fields | Some value -> add "reasoning_effort" (string value) fields ) |> fun fields -> match options.web_search with | Some true -> add "search_parameters" (Chatoyant_runtime.Json.Object [ ("mode", string "auto") ]) fields | Some false -> add "search_parameters" (Chatoyant_runtime.Json.Object []) fields | None -> fields ) |> fun fields -> match options.thinking_budget with | None -> fields | Some value -> add "thinking_budget" (int value) fields module Make_provider (Http : Chatoyant_runtime.Effect.HTTP) (Config : sig val api_key : string val base_url : string val timeout_ms : int option end) = struct module Client = Make_client (Http) let id = Provider.Xai let generate messages options = let request = { chat_model = options.Provider.model; chat_messages = List.map xai_message_of_provider_message messages; chat_stream = false; chat_temperature = options.temperature; chat_max_tokens = options.max_tokens; chat_top_p = options.top_p; chat_stop = options.stop; chat_user = None; chat_seed = None; chat_logprobs = None; chat_top_logprobs = None; chat_n = None; chat_response_format = None; chat_tools = List.map (fun tool -> Function (openai_function_tool_of_provider_tool tool)) options.tools; chat_tool_choice = Option.map (fun name -> Tool name) options.tool_choice; chat_parallel_tool_calls = None; chat_extra = provider_extra_fields options; } in let config = { Client.api_key = Config.api_key; base_url = Config.base_url; timeout_ms = Config.timeout_ms; } in match Client.create_chat config request with | Ok response -> Ok (generation_of_chat_response response) | Error error -> Error (Provider.Runtime_error error.error_message) end
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