package chatoyant
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OCaml-first LLM SDK with Melange-generated JavaScript
Install
dune-project
Dependency
Authors
Maintainers
Sources
chatoyant-v0.12.4.tbz
sha256=fbf19dea0d39482e0263812504d94c682a9f3a6e93f68fe0c57b2d38ed4166b3
sha512=4e01be9c0ec9c16880f98360dec4ef5e0dddd9192e2113991b154e891b3bdaefb614051c2cb63afa0b714efa0e4cc4fd8054528fdc1995f3a4858fe2fcd50256
doc/src/chatoyant.provider/provider.ml.html
Source file provider.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 130type id = Openai | Anthropic | Xai | Local | Openrouter type role = System | User | Assistant | Tool type tool_definition = { tool_name : string; tool_description : string option; tool_parameters : Chatoyant_runtime.Json.t; tool_strict : bool option; } type tool_call = { id : string; name : string; arguments : Chatoyant_runtime.Json.t; arguments_json : string; raw : Chatoyant_runtime.Json.t option; } type message = { role : role; content : string option; name : string option; tool_call_id : string option; tool_calls : tool_call list; tool_result_error : bool option; } type options = { model : string; temperature : float option; max_tokens : int option; top_p : float option; stop : string list; frequency_penalty : float option; presence_penalty : float option; web_search : bool option; thinking_budget : int option; reasoning_effort : string option; timeout_ms : int option; tools : tool_definition list; tool_choice : string option; extra : Chatoyant_runtime.Json.t option; } type error = | Missing_api_key of { provider : id; env_key : string } | Http_error of { status : int; body : string } | Decode_error of string | Unsupported of string | Runtime_error of string type generation = { content : string; reasoning_content : string; usage : Chatoyant_tokens.Cost.usage; usage_source : Chatoyant_tokens.Cost.source; tool_calls : tool_call list; finish_reason : string option; raw : Chatoyant_runtime.Json.t option; } module type CHAT = sig val id : id val generate : message list -> options -> (generation, error) result end let string_of_id = function | Openai -> "openai" | Anthropic -> "anthropic" | Xai -> "xai" | Local -> "local" | Openrouter -> "openrouter" let id_of_string = function | "openai" -> Some Openai | "anthropic" -> Some Anthropic | "xai" -> Some Xai | "local" -> Some Local | "openrouter" -> Some Openrouter | _ -> None let error_to_string = function | Missing_api_key { provider; env_key } -> Printf.sprintf "missing %s API key from %s" (string_of_id provider) env_key | Http_error { status; body } -> Printf.sprintf "HTTP %d: %s" status body | Decode_error message -> "decode error: " ^ message | Unsupported message -> "unsupported: " ^ message | Runtime_error message -> "runtime error: " ^ message let string value = Chatoyant_runtime.Json.String value let add_opt name value fields = match value with None -> fields | Some value -> (name, value) :: fields let tool_definition_to_json (tool : tool_definition) = [ ("name", string tool.tool_name); ("parameters", tool.tool_parameters) ] |> add_opt "description" (Option.map string tool.tool_description) |> add_opt "strict" (Option.map (fun value -> Chatoyant_runtime.Json.Bool value) tool.tool_strict) |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let tool_call_to_json (call : tool_call) = [ ("id", string call.id); ("name", string call.name); ("arguments", call.arguments); ("arguments_json", string call.arguments_json); ] |> add_opt "raw" call.raw |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields let generation_to_json (generation : generation) = [ ("content", string generation.content); ("reasoning_content", string generation.reasoning_content); ("usage", Chatoyant_tokens.Cost.usage_to_json generation.usage); ( "usage_source", string (Chatoyant_tokens.Cost.source_to_string generation.usage_source) ); ( "tool_calls", Chatoyant_runtime.Json.Array (List.map tool_call_to_json generation.tool_calls) ); ] |> add_opt "finish_reason" (Option.map string generation.finish_reason) |> add_opt "raw" generation.raw |> List.rev |> fun fields -> Chatoyant_runtime.Json.Object fields
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