package chatoyant
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OCaml-first LLM SDK with Melange-generated JavaScript
Install
dune-project
Dependency
Authors
Maintainers
Sources
chatoyant-v0.13.0.tbz
sha256=1f84c5229b2d58ec6264dd651a58f2686130afa6e91989f110aa7aaf10bba0f5
sha512=49142e122dbb44b03f7f27b52839492800332207d0efeacc7451173827c899a9b965b671a3d9028cc05250aaebbc6789d3815a6cf356f4319bc0c1b0454c68dd
doc/src/chatoyant.core/session.ml.html
Source file session.ml
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mutable defaults : Options.t; mutable session_messages : Message.t list; mutable session_tools : Tool.t list; mutable session_last_result : Result.generation option; } let field = Chatoyant_runtime.Json.field let string value = Chatoyant_runtime.Json.String value let bool value = Chatoyant_runtime.Json.Bool value let string_field name json = Option.bind (field name json) Chatoyant_runtime.Json.as_string let add_opt name value fields = match value with None -> fields | Some value -> (name, value) :: fields let add_non_empty name values fields = match values with | [] -> fields | _ -> (name, Chatoyant_runtime.Json.Array (List.map string values)) :: fields let messages_of_json json = match field "messages" json with | Some (Chatoyant_runtime.Json.Array values) -> let rec loop acc = function | [] -> Ok (List.rev acc) | value :: rest -> ( match Message.of_json value with | Ok message -> loop (message :: acc) rest | Error _ as err -> err) in loop [] values | _ -> Ok [] let options_to_json (options : Options.t) = let int value = Chatoyant_runtime.Json.Float (Float.of_int value) in let float value = Chatoyant_runtime.Json.Float value in [ ("retries", int options.retries); ("max_tool_iterations", int options.max_tool_iterations); ] |> add_opt "provider" (Option.map (fun provider -> string (Chatoyant_provider.Provider.string_of_id provider)) options.provider) |> add_opt "model" (Option.map string options.model) |> add_opt "timeout_ms" (Option.map int options.timeout_ms) |> add_opt "local_base_url" (Option.map string options.local_base_url) |> add_opt "local_api_key" (Option.map string options.local_api_key) |> add_opt "local_timeout_ms" (Option.map int options.local_timeout_ms) |> add_opt "temperature" (Option.map float options.temperature) |> add_opt "max_tokens" (Option.map int options.max_tokens) |> add_opt "top_p" (Option.map float options.top_p) |> add_non_empty "stop" options.stop |> add_opt "frequency_penalty" (Option.map float options.frequency_penalty) |> add_opt "presence_penalty" (Option.map float options.presence_penalty) |> add_opt "web_search" (Option.map bool options.web_search) |> add_opt "thinking_budget" (Option.map int options.thinking_budget) |> add_opt "tool_timeout_ms" (Option.map int options.tool_timeout_ms) |> add_opt "extra" options.extra |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let int_field name json = Option.bind (field name json) Chatoyant_runtime.Json.as_int let float_field name json = Option.bind (field name json) Chatoyant_runtime.Json.as_float let bool_field name json = Option.bind (field name json) Chatoyant_runtime.Json.as_bool let string_list_field name json = match field name json with | Some (Chatoyant_runtime.Json.Array values) -> List.filter_map Chatoyant_runtime.Json.as_string values | _ -> [] let options_of_json json = let provider = Option.bind (string_field "provider" json) Chatoyant_provider.Provider.id_of_string in { Options.default with provider; model = string_field "model" json; timeout_ms = int_field "timeout_ms" json; local_base_url = string_field "local_base_url" json; local_api_key = string_field "local_api_key" json; local_timeout_ms = int_field "local_timeout_ms" json; retries = Option.value (int_field "retries" json) ~default:Options.default.retries; temperature = float_field "temperature" json; max_tokens = int_field "max_tokens" json; top_p = float_field "top_p" json; stop = string_list_field "stop" json; frequency_penalty = float_field "frequency_penalty" json; presence_penalty = float_field "presence_penalty" json; web_search = bool_field "web_search" json; thinking_budget = int_field "thinking_budget" json; max_tool_iterations = Option.value (int_field "max_tool_iterations" json) ~default:Options.default.max_tool_iterations; tool_timeout_ms = int_field "tool_timeout_ms" json; extra = field "extra" json; } module Make (Provider : Chatoyant_provider.Provider.CHAT) (Clock : Chatoyant_runtime.Effect.CLOCK) = struct module Generator = Generator.Make (Provider) (Clock) let create ?(model = "gpt-4o") ?(defaults = Options.default) () = { session_model = model; defaults; session_messages = []; session_tools = []; session_last_result = None; } let model session = session.session_model let set_model model session = session.session_model <- model; session let messages session = session.session_messages let tools session = session.session_tools let last_result session = session.session_last_result let add_message message session = session.session_messages <- session.session_messages @ [ message ]; session let add_messages messages session = session.session_messages <- session.session_messages @ messages; session let system content session = add_message (Message.system content) session let user content session = add_message (Message.user content) session let assistant content session = add_message (Message.assistant content) session let clear_messages session = session.session_messages <- []; session let add_tool tool session = session.session_tools <- session.session_tools @ [ tool ]; session let add_tools tools session = session.session_tools <- session.session_tools @ tools; session let clear_tools session = session.session_tools <- []; session let immutable_chat_with messages session = let chat = Chat.create ~model:session.session_model ~defaults:session.defaults () in let chat = List.fold_left (fun chat message -> Chat.add_message message chat) chat messages in List.fold_left (fun chat tool -> Chat.add_tool tool chat) chat session.session_tools let merged_options session options = Options.merge session.defaults options let add_usage left right = { Chatoyant_tokens.Cost.input_tokens = left.Chatoyant_tokens.Cost.input_tokens + right.Chatoyant_tokens.Cost.input_tokens; output_tokens = left.output_tokens + right.output_tokens; reasoning_tokens = left.reasoning_tokens + right.reasoning_tokens; cached_tokens = left.cached_tokens + right.cached_tokens; cache_write_tokens = left.cache_write_tokens + right.cache_write_tokens; total_tokens = left.total_tokens + right.total_tokens; actual_cost_usd = (match (left.actual_cost_usd, right.actual_cost_usd) with | Some left, Some right -> Some (left +. right) | Some value, None | None, Some value -> Some value | None, None -> None); } |> Chatoyant_tokens.Cost.normalize_total let combine_usage_source left right = match (left, right) with | Chatoyant_tokens.Cost.Unknown, _ | _, Chatoyant_tokens.Cost.Unknown -> Chatoyant_tokens.Cost.Unknown | Chatoyant_tokens.Cost.Estimated, _ | _, Chatoyant_tokens.Cost.Estimated -> Chatoyant_tokens.Cost.Estimated | ( Chatoyant_tokens.Cost.Provider_reported, Chatoyant_tokens.Cost.Provider_reported ) -> Chatoyant_tokens.Cost.Provider_reported | Chatoyant_tokens.Cost.Unmetered, Chatoyant_tokens.Cost.Unmetered -> Chatoyant_tokens.Cost.Unmetered | Chatoyant_tokens.Cost.Provider_reported, Chatoyant_tokens.Cost.Unmetered | Chatoyant_tokens.Cost.Unmetered, Chatoyant_tokens.Cost.Provider_reported -> Chatoyant_tokens.Cost.Provider_reported let add_actual_cost left right = match (left, right) with | Some left, Some right -> Some (left +. right) | Some value, None | None, Some value -> Some value | None, None -> None let join_reasoning left right = match (left, right) with | "", value | value, "" -> value | left, right -> left ^ "\n" ^ right let combine_results left right = let usage = add_usage left.Result.usage right.Result.usage in let latency_ms = left.timing.latency_ms + right.timing.latency_ms in { right with Result.reasoning_content = join_reasoning left.reasoning_content right.reasoning_content; usage; usage_source = combine_usage_source left.usage_source right.usage_source; timing = { Result.latency_ms; time_to_first_token_ms = (match left.timing.time_to_first_token_ms with | Some _ as value -> value | None -> right.timing.time_to_first_token_ms); }; token_speed = Result.token_speed ~latency_ms usage; cost = { Result.estimated_usd = left.cost.estimated_usd +. right.cost.estimated_usd; actual_usd = add_actual_cost left.cost.actual_usd right.cost.actual_usd; }; tool_calls = left.tool_calls @ right.tool_calls; cached = left.cached || right.cached; iterations = left.iterations + right.iterations; } let provider_call_to_tool_call (call : Chatoyant_provider.Provider.tool_call) : Tool.call = { Tool.id = call.id; name = call.name; arguments = call.arguments } let unknown_tool_result (call : Chatoyant_provider.Provider.tool_call) : Tool.result = { Tool.id = call.id; ok = false; value = None; error = Some ("Unknown tool: " ^ call.name); } let execute_tool_call context tools (call : Chatoyant_provider.Provider.tool_call) = match List.find_opt (fun tool -> Tool.name tool = call.name) tools with | None -> unknown_tool_result call | Some tool -> Tool.execute_call context (provider_call_to_tool_call call) tool let message_of_tool_result (result : Tool.result) = let content = Tool.result_to_json result |> Chatoyant_runtime.Json.to_string in Message.tool ~is_error:(not result.ok) ~tool_call_id:result.id content let assistant_message_of_result result = if result.Result.tool_calls = [] then Message.assistant result.content else Message.assistant_with_tool_calls ~content:result.content result.tool_calls let generate_with_result ?(options = Options.default) session = let options = merged_options session options in let model = Option.value options.model ~default:session.session_model in let context = { Tool.model; provider = Provider.id } in let max_tool_iterations = 8 in let rec loop iteration messages accumulated = if iteration > max_tool_iterations then Error (Chatoyant_provider.Provider.Runtime_error ("tool iteration limit exceeded after " ^ string_of_int max_tool_iterations ^ " turns")) else match Generator.generate ~options (immutable_chat_with messages session) with | Error _ as err -> err | Ok result -> let accumulated = match accumulated with | None -> result | Some previous -> combine_results previous result in let messages = messages @ [ assistant_message_of_result result ] in if result.tool_calls = [] then ( session.session_messages <- messages; session.session_last_result <- Some accumulated; Ok accumulated) else let tool_messages = result.tool_calls |> List.map (execute_tool_call context session.session_tools) |> List.map message_of_tool_result in loop (iteration + 1) (messages @ tool_messages) (Some accumulated) in loop 1 session.session_messages None let generate ?options session = match generate_with_result ?options session with | Error _ as err -> err | Ok result -> Ok result.content let stream_accumulate ?(options = Options.default) frames session = let options = merged_options session options in let started_ms = Clock.now_ms () in let state = List.fold_left (fun state frame -> let state = if Stream.content state = "" && Stream.reasoning_content state = "" then Stream.note_first_token ~now_ms:(Clock.now_ms ()) state else state in Stream.apply state frame) Stream.empty frames in let finished_ms = Clock.now_ms () in let model = Option.value options.model ~default:session.session_model in let result = Stream.to_generation ~provider:Provider.id ~model ~started_ms ~finished_ms state in session.session_last_result <- Some result; session.session_messages <- session.session_messages @ [ Message.assistant result.content ]; result let to_json session = [ ("model", string session.session_model); ( "messages", Chatoyant_runtime.Json.Array (List.map Message.to_json session.session_messages) ); ( "config", Chatoyant_runtime.Json.Object [ ("defaults", options_to_json session.defaults) ] ); ] |> add_opt "lastResult" (Option.map Result.generation_to_json session.session_last_result) |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let stringify ?(pretty = false) session = let json = to_json session |> Chatoyant_runtime.Json.to_string in if pretty then json else json let load_json json session = match messages_of_json json with | Error _ as err -> err | Ok messages -> session.session_model <- Option.value (string_field "model" json) ~default:session.session_model; session.session_messages <- messages; session.defaults <- (match field "config" json with | Some config -> ( match field "defaults" config with | Some defaults -> options_of_json defaults | None -> session.defaults) | None -> session.defaults); session.session_last_result <- None; Ok session let of_json json = let session = create () in load_json json session let clone session = { session_model = session.session_model; defaults = session.defaults; session_messages = session.session_messages; session_tools = session.session_tools; session_last_result = session.session_last_result; } let fork session = { session_model = session.session_model; defaults = session.defaults; session_messages = session.session_messages; session_tools = session.session_tools; session_last_result = None; } end
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