280 lines
8.1 KiB
Lua
280 lines
8.1 KiB
Lua
local Utils = require("avante.utils")
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local Clipboard = require("avante.clipboard")
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local P = require("avante.providers")
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---@class AvanteClaudeBaseMessage
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---@field cache_control {type: "ephemeral"}?
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---
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---@class AvanteClaudeTextMessage: AvanteClaudeBaseMessage
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---@field type "text"
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---@field text string
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---
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---@class AvanteClaudeImageMessage: AvanteClaudeBaseMessage
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---@field type "image"
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---@field source {type: "base64", media_type: string, data: string}
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---
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---@class AvanteClaudeMessage
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---@field role "user" | "assistant"
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---@field content [AvanteClaudeTextMessage | AvanteClaudeImageMessage][]
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---@class AvanteClaudeTool
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---@field name string
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---@field description string
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---@field input_schema AvanteClaudeToolInputSchema
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---@class AvanteClaudeToolInputSchema
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---@field type "object"
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---@field properties table<string, AvanteClaudeToolInputSchemaProperty>
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---@field required string[]
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---@class AvanteClaudeToolInputSchemaProperty
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---@field type "string" | "number" | "boolean"
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---@field description string
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---@field enum? string[]
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---@param tool AvanteLLMTool
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---@return AvanteClaudeTool
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local function transform_tool(tool)
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local input_schema_properties = {}
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local required = {}
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for _, field in ipairs(tool.param.fields) do
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input_schema_properties[field.name] = {
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type = field.type,
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description = field.description,
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}
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if not field.optional then table.insert(required, field.name) end
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end
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return {
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name = tool.name,
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description = tool.description,
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input_schema = {
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type = "object",
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properties = input_schema_properties,
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required = required,
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},
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}
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end
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---@class AvanteProviderFunctor
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local M = {}
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M.api_key_name = "ANTHROPIC_API_KEY"
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M.use_xml_format = true
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M.role_map = {
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user = "user",
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assistant = "assistant",
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}
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M.parse_messages = function(opts)
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---@type AvanteClaudeMessage[]
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local messages = {}
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---@type {idx: integer, length: integer}[]
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local messages_with_length = {}
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for idx, message in ipairs(opts.messages) do
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table.insert(messages_with_length, { idx = idx, length = Utils.tokens.calculate_tokens(message.content) })
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end
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table.sort(messages_with_length, function(a, b) return a.length > b.length end)
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---@type table<integer, boolean>
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local top_three = {}
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for i = 1, math.min(3, #messages_with_length) do
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top_three[messages_with_length[i].idx] = true
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end
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for idx, message in ipairs(opts.messages) do
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table.insert(messages, {
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role = M.role_map[message.role],
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content = {
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{
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type = "text",
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text = message.content,
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cache_control = top_three[idx] and { type = "ephemeral" } or nil,
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},
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},
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})
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end
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if Clipboard.support_paste_image() and opts.image_paths and #opts.image_paths > 0 then
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local message_content = messages[#messages].content
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for _, image_path in ipairs(opts.image_paths) do
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table.insert(message_content, {
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type = "image",
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source = {
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type = "base64",
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media_type = "image/png",
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data = Clipboard.get_base64_content(image_path),
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},
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})
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end
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messages[#messages].content = message_content
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end
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if opts.tool_use then
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local msg = {
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role = "assistant",
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content = {},
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}
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if opts.response_content then
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msg.content[#msg.content + 1] = {
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type = "text",
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text = opts.response_content,
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}
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end
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msg.content[#msg.content + 1] = {
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type = "tool_use",
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id = opts.tool_use.id,
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name = opts.tool_use.name,
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input = vim.json.decode(opts.tool_use.input_json),
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}
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messages[#messages + 1] = msg
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end
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if opts.tool_result then
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messages[#messages + 1] = {
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role = "user",
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content = {
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{
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type = "tool_result",
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tool_use_id = opts.tool_result.tool_use_id,
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content = opts.tool_result.content,
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is_error = opts.tool_result.is_error,
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},
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},
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}
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end
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return messages
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end
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M.parse_response = function(ctx, data_stream, event_state, opts)
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if event_state == nil then
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if data_stream:match('"message_start"') then
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event_state = "message_start"
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elseif data_stream:match('"message_delta"') then
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event_state = "message_delta"
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elseif data_stream:match('"message_stop"') then
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event_state = "message_stop"
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elseif data_stream:match('"content_block_start"') then
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event_state = "content_block_start"
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elseif data_stream:match('"content_block_delta"') then
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event_state = "content_block_delta"
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elseif data_stream:match('"content_block_stop"') then
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event_state = "content_block_stop"
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end
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end
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if event_state == "message_start" then
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local ok, jsn = pcall(vim.json.decode, data_stream)
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if not ok then return end
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opts.on_start(jsn.message.usage)
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elseif event_state == "content_block_start" then
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local ok, jsn = pcall(vim.json.decode, data_stream)
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if not ok then return end
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if jsn.content_block.type == "tool_use" then
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ctx.tool_use = {
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name = jsn.content_block.name,
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id = jsn.content_block.id,
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input_json = "",
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}
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elseif jsn.content_block.type == "text" then
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ctx.response_content = ""
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end
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elseif event_state == "content_block_delta" then
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local ok, jsn = pcall(vim.json.decode, data_stream)
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if not ok then return end
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if ctx.tool_use and jsn.delta.type == "input_json_delta" then
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ctx.tool_use.input_json = ctx.tool_use.input_json .. jsn.delta.partial_json
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return
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elseif ctx.response_content and jsn.delta.type == "text_delta" then
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ctx.response_content = ctx.response_content .. jsn.delta.text
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end
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opts.on_chunk(jsn.delta.text)
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elseif event_state == "message_delta" then
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local ok, jsn = pcall(vim.json.decode, data_stream)
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if not ok then return end
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if jsn.delta.stop_reason == "end_turn" then
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opts.on_stop({ reason = "complete", usage = jsn.usage })
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elseif jsn.delta.stop_reason == "tool_use" then
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opts.on_stop({
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reason = "tool_use",
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usage = jsn.usage,
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tool_use = ctx.tool_use,
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response_content = ctx.response_content,
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})
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end
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return
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elseif event_state == "error" then
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opts.on_stop({ reason = "error", error = vim.json.decode(data_stream) })
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end
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end
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---@param provider AvanteProviderFunctor
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---@param prompt_opts AvantePromptOptions
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---@return table
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M.parse_curl_args = function(provider, prompt_opts)
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local base, body_opts = P.parse_config(provider)
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local headers = {
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["Content-Type"] = "application/json",
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["anthropic-version"] = "2023-06-01",
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["anthropic-beta"] = "prompt-caching-2024-07-31",
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}
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if P.env.require_api_key(base) then headers["x-api-key"] = provider.parse_api_key() end
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local messages = M.parse_messages(prompt_opts)
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local tools = {}
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if prompt_opts.tools then
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for _, tool in ipairs(prompt_opts.tools) do
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table.insert(tools, transform_tool(tool))
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end
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end
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return {
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url = Utils.url_join(base.endpoint, "/v1/messages"),
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proxy = base.proxy,
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insecure = base.allow_insecure,
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headers = headers,
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body = vim.tbl_deep_extend("force", {
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model = base.model,
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system = {
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{
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type = "text",
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text = prompt_opts.system_prompt,
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cache_control = { type = "ephemeral" },
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},
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},
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messages = messages,
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tools = tools,
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stream = true,
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}, body_opts),
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}
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end
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M.on_error = function(result)
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if not result.body then
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return Utils.error("API request failed with status " .. result.status, { once = true, title = "Avante" })
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end
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local ok, body = pcall(vim.json.decode, result.body)
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if not (ok and body and body.error) then
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return Utils.error("Failed to parse error response", { once = true, title = "Avante" })
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end
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local error_msg = body.error.message
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local error_type = body.error.type
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if error_type == "insufficient_quota" then
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error_msg = "You don't have any credits or have exceeded your quota. Please check your plan and billing details."
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elseif error_type == "invalid_request_error" and error_msg:match("temperature") then
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error_msg = "Invalid temperature value. Please ensure it's between 0 and 1."
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end
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Utils.error(error_msg, { once = true, title = "Avante" })
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end
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return M
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