package ocaml-ai-sdk
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OCaml AI SDK - Provider abstraction for AI models
Install
dune-project
Dependency
Authors
Maintainers
Sources
ocaml-ai-sdk-0.6.1.tbz
sha256=cb3b82428abcda76c02ec92f8103a4db28edf3f42795794a37135e9a3c40af96
sha512=11be8889ee25bee67b2be00553c42a4692bc73e5ce23985e8bb87f8a07e9d8f556b5a63b219fe5fe30366c8b0d4edae494afa80ccfbfcb112f1fa1e458de55bf
doc/src/ocaml-ai-sdk.ai_provider_openrouter/openrouter_options.ml.html
Source file openrouter_options.ml
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exclude : bool option; budget : reasoning_budget; } and reasoning_budget = | Max_tokens of int | Effort of reasoning_effort | No_budget type cache_control = { type_ : string; ttl : string option; } type debug_config = { echo_upstream_body : bool option } type web_search_options = { max_results : int option; search_prompt : string option; engine : string option; search_context_size : string option; } type usage_config = { include_ : bool } type max_price = { prompt : float option; completion : float option; image : float option; audio : float option; request : float option; } type throughput_percentile = { percentile : float; min_provider_count : int option; } type latency_percentile = { percentile : float; max_provider_count : int option; } type throughput_preference = | Throughput_value of float | Throughput_percentile of throughput_percentile type latency_preference = | Latency_value of float | Latency_percentile of latency_percentile type provider_prefs = { order : string list; allow_fallbacks : bool option; require_parameters : bool option; data_collection : string option; only : string list; ignore_ : string list; quantizations : string list; sort : string option; max_price : max_price option; zdr : bool option; preferred_min_throughput : throughput_preference option; preferred_max_latency : latency_preference option; enforce_distillable_text : bool option; } type plugin = | Web_search of web_search_plugin_config option | File_parser of file_parser_plugin_config option | Auto_router of auto_router_plugin_config option | Moderation | Response_healing and web_search_plugin_config = { max_results : int option; search_prompt : string option; engine : string option; include_domains : string list; exclude_domains : string list; } and file_parser_plugin_config = { max_files : int option; pdf_engine : string option; } and auto_router_plugin_config = { allowed_models : string list } type t = { (* Model settings *) models : string list; logit_bias : (int * float) list; logprobs : [ `Bool of bool | `Int of int ] option; parallel_tool_calls : bool option; user : string option; (* Reasoning *) reasoning : reasoning_config option; include_reasoning : bool option; (* Plugins & search *) plugins : plugin list; web_search_options : web_search_options option; (* Routing *) provider : provider_prefs option; (* Caching *) cache_control : cache_control option; (* Debug *) debug : debug_config option; (* Usage accounting *) usage : usage_config option; (* Extra body passthrough -- merged into request JSON *) extra_body : (string * Yojson.Basic.t) list; (* Local-only settings (not sent in request body) *) strict_json_schema : bool; system_message_mode : Model_catalog.system_message_mode option; } let default = { models = []; logit_bias = []; logprobs = None; parallel_tool_calls = None; user = None; reasoning = None; include_reasoning = None; plugins = []; web_search_options = None; provider = None; cache_control = None; debug = None; usage = None; extra_body = []; strict_json_schema = true; system_message_mode = None; } type _ Ai_provider.Provider_options.key += Openrouter : t Ai_provider.Provider_options.key let to_provider_options opts = Ai_provider.Provider_options.set Openrouter opts Ai_provider.Provider_options.empty let of_provider_options opts = Ai_provider.Provider_options.find Openrouter opts (* --- JSON serialization --- *) let json_strings ss = `List (List.map (fun s -> `String s) ss) let reasoning_effort_to_string = function | Xhigh -> "xhigh" | High -> "high" | Medium -> "medium" | Low -> "low" | Minimal -> "minimal" | None_ -> "none" let reasoning_config_to_json (rc : reasoning_config) = let fields = [] in let fields = match rc.enabled with | Some b -> ("enabled", `Bool b) :: fields | None -> fields in let fields = match rc.exclude with | Some b -> ("exclude", `Bool b) :: fields | None -> fields in let fields = match rc.budget with | Max_tokens n -> ("max_tokens", `Int n) :: fields | Effort e -> ("effort", `String (reasoning_effort_to_string e)) :: fields | No_budget -> fields in `Assoc (List.rev fields) let cache_control_to_json (cc : cache_control) = let fields = [ "type", `String cc.type_ ] in let fields = match cc.ttl with | Some ttl -> fields @ [ "ttl", `String ttl ] | None -> fields in `Assoc fields let debug_config_to_json (dc : debug_config) = match dc.echo_upstream_body with | Some b -> `Assoc [ "echo_upstream_body", `Bool b ] | None -> `Assoc [] let web_search_options_to_json (wso : web_search_options) = let fields = [] in let fields = match wso.max_results with | Some n -> ("max_results", `Int n) :: fields | None -> fields in let fields = match wso.search_prompt with | Some s -> ("search_prompt", `String s) :: fields | None -> fields in let fields = match wso.engine with | Some e -> ("engine", `String e) :: fields | None -> fields in let fields = match wso.search_context_size with | Some s -> ("search_context_size", `String s) :: fields | None -> fields in `Assoc (List.rev fields) let usage_config_to_json (uc : usage_config) = `Assoc [ "include", `Bool uc.include_ ] let max_price_to_json (mp : max_price) = let add_opt name value fields = match value with | Some v -> (name, `Float v) :: fields | None -> fields in let fields = [] |> add_opt "prompt" mp.prompt |> add_opt "completion" mp.completion |> add_opt "image" mp.image |> add_opt "audio" mp.audio |> add_opt "request" mp.request in `Assoc (List.rev fields) let provider_prefs_to_json (pp : provider_prefs) = let fields = [] in let fields = match pp.order with | [] -> fields | order -> ("order", json_strings order) :: fields in let fields = match pp.allow_fallbacks with | Some b -> ("allow_fallbacks", `Bool b) :: fields | None -> fields in let fields = match pp.require_parameters with | Some b -> ("require_parameters", `Bool b) :: fields | None -> fields in let fields = match pp.data_collection with | Some s -> ("data_collection", `String s) :: fields | None -> fields in let fields = match pp.only with | [] -> fields | only -> ("only", json_strings only) :: fields in let fields = match pp.ignore_ with | [] -> fields | ignore_ -> ("ignore", json_strings ignore_) :: fields in let fields = match pp.quantizations with | [] -> fields | qs -> ("quantizations", json_strings qs) :: fields in let fields = match pp.sort with | Some s -> ("sort", `String s) :: fields | None -> fields in let fields = match pp.max_price with | Some mp -> ("max_price", max_price_to_json mp) :: fields | None -> fields in let fields = match pp.zdr with | Some b -> ("zdr", `Bool b) :: fields | None -> fields in let fields = match pp.preferred_min_throughput with | Some (Throughput_value v) -> ("preferred_min_throughput", `Float v) :: fields | Some (Throughput_percentile { percentile; min_provider_count }) -> let pf = [ "percentile", `Float percentile ] in let pf = match min_provider_count with | Some n -> pf @ [ "min_provider_count", `Int n ] | None -> pf in ("preferred_min_throughput", `Assoc pf) :: fields | None -> fields in let fields = match pp.preferred_max_latency with | Some (Latency_value v) -> ("preferred_max_latency", `Float v) :: fields | Some (Latency_percentile { percentile; max_provider_count }) -> let pf = [ "percentile", `Float percentile ] in let pf = match max_provider_count with | Some n -> pf @ [ "max_provider_count", `Int n ] | None -> pf in ("preferred_max_latency", `Assoc pf) :: fields | None -> fields in let fields = match pp.enforce_distillable_text with | Some b -> ("enforce_distillable_text", `Bool b) :: fields | None -> fields in `Assoc (List.rev fields) let plugin_to_json = function | Web_search None -> `Assoc [ "id", `String "web" ] | Web_search (Some config) -> let fields = [ "id", `String "web" ] in let fields = match config.max_results with | Some n -> fields @ [ "max_results", `Int n ] | None -> fields in let fields = match config.search_prompt with | Some s -> fields @ [ "search_prompt", `String s ] | None -> fields in let fields = match config.engine with | Some e -> fields @ [ "engine", `String e ] | None -> fields in let fields = match config.include_domains with | [] -> fields | ds -> fields @ [ "include_domains", json_strings ds ] in let fields = match config.exclude_domains with | [] -> fields | ds -> fields @ [ "exclude_domains", json_strings ds ] in `Assoc fields | File_parser None -> `Assoc [ "id", `String "file-parser" ] | File_parser (Some config) -> let fields = [ "id", `String "file-parser" ] in let fields = match config.max_files with | Some n -> fields @ [ "max_files", `Int n ] | None -> fields in let fields = match config.pdf_engine with | Some e -> fields @ [ "pdf", `Assoc [ "engine", `String e ] ] | None -> fields in `Assoc fields | Auto_router None -> `Assoc [ "id", `String "auto-router" ] | Auto_router (Some config) -> let fields = [ "id", `String "auto-router" ] in let fields = match config.allowed_models with | [] -> fields | models -> fields @ [ "allowed_models", json_strings models ] in `Assoc fields | Moderation -> `Assoc [ "id", `String "moderation" ] | Response_healing -> `Assoc [ "id", `String "response-healing" ] let plugins_to_json plugins = List.map plugin_to_json plugins let logit_bias_to_json bias = `Assoc (List.map (fun (token_id, value) -> string_of_int token_id, `Float value) bias) (** Returns [(logprobs_json, top_logprobs_json option)]. [`Bool b] -> [(`Bool b, None)]; [`Int n] -> [(`Bool true, Some (`Int n))]. *) let logprobs_to_json = function | `Bool b -> `Bool b, None | `Int n -> `Bool true, Some (`Int n)
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