package chatoyant
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OCaml-first LLM SDK with Melange-generated JavaScript
Install
dune-project
Dependency
Authors
Maintainers
Sources
chatoyant-v0.12.2.tbz
sha256=a885dcf4b3c6ede268e2027bedf6955a5c889f7ed01c40b719f8369655957d47
sha512=0bb8dfa12157ba2e482927717c2242c1ea914dce1427801e405987811550afbd6d6b11f07d1e1379259360d17f4ca43ff81963bf407cddb7bedd0dfbb93a55ee
doc/src/chatoyant.core/stream.ml.html
Source file stream.ml
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220type tool_call_delta = { index : int; id : string option; name : string option; arguments_delta : string; raw : Chatoyant_runtime.Json.t option; } type frame = { content_delta : string option; reasoning_delta : string option; tool_call_deltas : tool_call_delta list; usage : Chatoyant_tokens.Cost.usage option; usage_source : Chatoyant_tokens.Cost.source; finish_reason : string option; raw : Chatoyant_runtime.Json.t option; } type partial_tool_call = { index : int; id : string option; name : string option; arguments_buffer : string; raw : Chatoyant_runtime.Json.t option; } type state = { stream_content : string; stream_reasoning_content : string; stream_tool_calls : partial_tool_call list; stream_usage : Chatoyant_tokens.Cost.usage; stream_usage_source : Chatoyant_tokens.Cost.source; stream_finish_reason : string option; first_token_ms : int option; raw_frames : Chatoyant_runtime.Json.t list; } let empty = { stream_content = ""; stream_reasoning_content = ""; stream_tool_calls = []; stream_usage = Chatoyant_tokens.Cost.empty_usage; stream_usage_source = Chatoyant_tokens.Cost.Unknown; stream_finish_reason = None; first_token_ms = None; raw_frames = []; } let merge_opt incoming current = match incoming with Some _ -> incoming | None -> current let apply_tool_delta tools (delta : tool_call_delta) = let rec loop acc = function | [] -> List.rev ({ index = delta.index; id = delta.id; name = delta.name; arguments_buffer = delta.arguments_delta; raw = delta.raw; } :: acc) | tool :: rest when tool.index = delta.index -> List.rev_append acc ({ index = tool.index; id = merge_opt delta.id tool.id; name = merge_opt delta.name tool.name; arguments_buffer = tool.arguments_buffer ^ delta.arguments_delta; raw = merge_opt delta.raw tool.raw; } :: rest) | tool :: rest -> loop (tool :: acc) rest in loop [] tools let apply state (frame : frame) = let state = { state with stream_content = state.stream_content ^ Option.value frame.content_delta ~default:""; stream_reasoning_content = state.stream_reasoning_content ^ Option.value frame.reasoning_delta ~default:""; stream_tool_calls = List.fold_left apply_tool_delta state.stream_tool_calls frame.tool_call_deltas; stream_finish_reason = merge_opt frame.finish_reason state.stream_finish_reason; raw_frames = (match frame.raw with | None -> state.raw_frames | Some raw -> raw :: state.raw_frames); } in match frame.usage with | None -> state | Some usage -> { state with stream_usage = Chatoyant_tokens.Cost.normalize_total usage; stream_usage_source = frame.usage_source; } let note_first_token ~now_ms state = match state.first_token_ms with | Some _ -> state | None -> { state with first_token_ms = Some now_ms } let content state = state.stream_content let reasoning_content state = state.stream_reasoning_content let usage state = state.stream_usage let usage_source state = state.stream_usage_source let finish_reason state = state.stream_finish_reason let provider_tool_call_of_partial tool = let arguments = match Chatoyant_runtime.Json.parse tool.arguments_buffer with | Ok json -> json | Error _ -> Chatoyant_runtime.Json.Null in { Chatoyant_provider.Provider.id = Option.value tool.id ~default:""; name = Option.value tool.name ~default:""; arguments; arguments_json = tool.arguments_buffer; raw = tool.raw; } let tool_calls state = state.stream_tool_calls |> List.sort (fun left right -> compare left.index right.index) |> List.map provider_tool_call_of_partial let to_generation ~provider ~model ~started_ms ~finished_ms state = let latency_ms = max 0 (finished_ms - started_ms) in let timing = { Result.latency_ms; time_to_first_token_ms = Option.map (fun first -> max 0 (first - started_ms)) state.first_token_ms; } in let usage = Chatoyant_tokens.Cost.normalize_total state.stream_usage in let cost_result = Chatoyant_tokens.Cost.calculate ~pricing:(Chatoyant_tokens.Pricing.get model) usage in { Result.content = state.stream_content; reasoning_content = state.stream_reasoning_content; usage; usage_source = state.stream_usage_source; timing; token_speed = Result.token_speed ~latency_ms usage; cost = { estimated_usd = cost_result.total; actual_usd = cost_result.actual_usd }; provider; model; tool_calls = tool_calls state; finish_reason = state.stream_finish_reason; cached = usage.cached_tokens > 0; iterations = 1; } let string value = Chatoyant_runtime.Json.String value let int value = Chatoyant_runtime.Json.Float (Float.of_int value) let add_opt name value fields = match value with None -> fields | Some value -> (name, value) :: fields let tool_call_delta_to_json (delta : tool_call_delta) = [ ("index", int delta.index); ("arguments_delta", string delta.arguments_delta); ] |> add_opt "id" (Option.map string delta.id) |> add_opt "name" (Option.map string delta.name) |> add_opt "raw" delta.raw |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let frame_to_json (frame : frame) = [ ( "tool_call_deltas", Chatoyant_runtime.Json.Array (List.map tool_call_delta_to_json frame.tool_call_deltas) ); ( "usage_source", string (Chatoyant_tokens.Cost.source_to_string frame.usage_source) ); ] |> add_opt "content_delta" (Option.map string frame.content_delta) |> add_opt "reasoning_delta" (Option.map string frame.reasoning_delta) |> add_opt "usage" (Option.map Chatoyant_tokens.Cost.usage_to_json frame.usage) |> add_opt "finish_reason" (Option.map string frame.finish_reason) |> add_opt "raw" frame.raw |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let state_to_json (state : state) = [ ("content", string state.stream_content); ("reasoning_content", string state.stream_reasoning_content); ( "tool_calls", Chatoyant_runtime.Json.Array (List.map Chatoyant_provider.Provider.tool_call_to_json (tool_calls state)) ); ("usage", Chatoyant_tokens.Cost.usage_to_json state.stream_usage); ( "usage_source", string (Chatoyant_tokens.Cost.source_to_string state.stream_usage_source) ); ("raw_frames", Chatoyant_runtime.Json.Array (List.rev state.raw_frames)); ] |> add_opt "finish_reason" (Option.map string state.stream_finish_reason) |> add_opt "first_token_ms" (Option.map int state.first_token_ms) |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields
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