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.tokens/cost.ml.html
Source file cost.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 213type usage = { input_tokens : int; output_tokens : int; reasoning_tokens : int; cached_tokens : int; cache_write_tokens : int; total_tokens : int; actual_cost_usd : float option; } type source = Provider_reported | Estimated | Unmetered | Unknown type pricing = { input_per_million : float; output_per_million : float; cached_per_million : float option; cache_write_per_million : float option; cache_write_1h_per_million : float option; per_image : float option; per_second : float option; } type result = { input : float; output : float; cached : float; cache_write : float; actual_usd : float option; total : float; } type cost_per_token = { per_token_input : float; per_token_output : float; per_token_cached : float; per_token_cache_write : float; } let empty_usage = { input_tokens = 0; output_tokens = 0; reasoning_tokens = 0; cached_tokens = 0; cache_write_tokens = 0; total_tokens = 0; actual_cost_usd = None; } let pricing ?cached_per_million ?cache_write_per_million ?cache_write_1h_per_million ?per_image ?per_second ~input_per_million ~output_per_million () = { input_per_million; output_per_million; cached_per_million; cache_write_per_million; cache_write_1h_per_million; per_image; per_second; } let per_million tokens price = Float.of_int tokens /. 1_000_000.0 *. price let normalize_total usage = let calculated_total = usage.input_tokens + usage.output_tokens in if usage.total_tokens > 0 then usage else { usage with total_tokens = calculated_total } let zero actual_usd = { input = 0.0; output = 0.0; cached = 0.0; cache_write = 0.0; actual_usd; total = Option.value actual_usd ~default:0.0; } let calculate ~pricing usage = let usage = normalize_total usage in match usage.actual_cost_usd with | Some actual when actual > 0.0 -> zero (Some actual) | _ -> ( match pricing with | None -> zero None | Some pricing -> let billable_input = max 0 (usage.input_tokens - usage.cached_tokens - usage.cache_write_tokens) in let input = per_million billable_input pricing.input_per_million in let output = per_million usage.output_tokens pricing.output_per_million in let cached = match pricing.cached_per_million with | None -> 0.0 | Some price -> per_million usage.cached_tokens price in let cache_write = match pricing.cache_write_per_million with | None -> 0.0 | Some price -> per_million usage.cache_write_tokens price in { input; output; cached; cache_write; actual_usd = None; total = input +. output +. cached +. cache_write; }) let estimate ~pricing ?input_tokens ?input_text ~expected_output_tokens () = let estimated_input = match input_tokens with | Some value -> value | None -> ( match input_text with | Some text -> Token_estimate.estimate text | None -> 0) in calculate ~pricing { empty_usage with input_tokens = estimated_input; output_tokens = expected_output_tokens; } let calculate_batch ~pricing usages = let total = List.fold_left (fun acc usage -> let normalized_usage = normalize_total usage in { input_tokens = acc.input_tokens + usage.input_tokens; output_tokens = acc.output_tokens + usage.output_tokens; reasoning_tokens = acc.reasoning_tokens + usage.reasoning_tokens; cached_tokens = acc.cached_tokens + usage.cached_tokens; cache_write_tokens = acc.cache_write_tokens + usage.cache_write_tokens; total_tokens = acc.total_tokens + normalized_usage.total_tokens; actual_cost_usd = (match (acc.actual_cost_usd, usage.actual_cost_usd) with | Some left, Some right -> Some (left +. right) | Some value, None | None, Some value -> Some value | None, None -> None); }) empty_usage usages in calculate ~pricing total let calculate_image ~pricing ~count = match pricing with | Some { per_image = Some price; _ } -> price *. Float.of_int count | _ -> 0.0 let calculate_video ~pricing ~duration_seconds = match pricing with | Some { per_second = Some price; _ } -> price *. Float.of_int duration_seconds | _ -> 0.0 let cost_per_token pricing = { per_token_input = pricing.input_per_million /. 1_000_000.0; per_token_output = pricing.output_per_million /. 1_000_000.0; per_token_cached = Option.value pricing.cached_per_million ~default:0.0 /. 1_000_000.0; per_token_cache_write = Option.value pricing.cache_write_per_million ~default:0.0 /. 1_000_000.0; } let source_to_string = function | Provider_reported -> "provider_reported" | Estimated -> "estimated" | Unmetered -> "unmetered" | Unknown -> "unknown" let json_float value = Chatoyant_runtime.Json.Float value let json_int value = Chatoyant_runtime.Json.Float (Float.of_int value) let add_float_opt name value fields = match value with | None -> fields | Some value -> (name, json_float value) :: fields let usage_to_json usage = let usage = normalize_total usage in [ ("input_tokens", json_int usage.input_tokens); ("output_tokens", json_int usage.output_tokens); ("reasoning_tokens", json_int usage.reasoning_tokens); ("cached_tokens", json_int usage.cached_tokens); ("cache_write_tokens", json_int usage.cache_write_tokens); ("total_tokens", json_int usage.total_tokens); ] |> add_float_opt "actual_cost_usd" usage.actual_cost_usd |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let result_to_json result = [ ("input", json_float result.input); ("output", json_float result.output); ("cached", json_float result.cached); ("cache_write", json_float result.cache_write); ("total", json_float result.total); ] |> add_float_opt "actual_usd" result.actual_usd |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields
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