283 lines
8.9 KiB
Lua
283 lines
8.9 KiB
Lua
local Utils = require("avante.utils")
|
|
local Clipboard = require("avante.clipboard")
|
|
local P = require("avante.providers")
|
|
|
|
---@param tool AvanteLLMTool
|
|
---@return AvanteClaudeTool
|
|
local function transform_tool(tool)
|
|
local input_schema_properties = {}
|
|
local required = {}
|
|
for _, field in ipairs(tool.param.fields) do
|
|
input_schema_properties[field.name] = {
|
|
type = field.type,
|
|
description = field.description,
|
|
}
|
|
if not field.optional then table.insert(required, field.name) end
|
|
end
|
|
return {
|
|
name = tool.name,
|
|
description = tool.description,
|
|
input_schema = {
|
|
type = "object",
|
|
properties = input_schema_properties,
|
|
required = required,
|
|
},
|
|
}
|
|
end
|
|
|
|
---@class AvanteProviderFunctor
|
|
local M = {}
|
|
|
|
M.api_key_name = "ANTHROPIC_API_KEY"
|
|
M.use_xml_format = true
|
|
|
|
M.role_map = {
|
|
user = "user",
|
|
assistant = "assistant",
|
|
}
|
|
|
|
function M.parse_messages(opts)
|
|
---@type AvanteClaudeMessage[]
|
|
local messages = {}
|
|
|
|
---@type {idx: integer, length: integer}[]
|
|
local messages_with_length = {}
|
|
for idx, message in ipairs(opts.messages) do
|
|
table.insert(messages_with_length, { idx = idx, length = Utils.tokens.calculate_tokens(message.content) })
|
|
end
|
|
|
|
table.sort(messages_with_length, function(a, b) return a.length > b.length end)
|
|
|
|
---@type table<integer, boolean>
|
|
local top_three = {}
|
|
for i = 1, math.min(3, #messages_with_length) do
|
|
top_three[messages_with_length[i].idx] = true
|
|
end
|
|
|
|
for idx, message in ipairs(opts.messages) do
|
|
table.insert(messages, {
|
|
role = M.role_map[message.role],
|
|
content = {
|
|
{
|
|
type = "text",
|
|
text = message.content,
|
|
cache_control = top_three[idx] and { type = "ephemeral" } or nil,
|
|
},
|
|
},
|
|
})
|
|
end
|
|
|
|
if Clipboard.support_paste_image() and opts.image_paths and #opts.image_paths > 0 then
|
|
local message_content = messages[#messages].content
|
|
for _, image_path in ipairs(opts.image_paths) do
|
|
table.insert(message_content, {
|
|
type = "image",
|
|
source = {
|
|
type = "base64",
|
|
media_type = "image/png",
|
|
data = Clipboard.get_base64_content(image_path),
|
|
},
|
|
})
|
|
end
|
|
messages[#messages].content = message_content
|
|
end
|
|
|
|
if opts.tool_histories then
|
|
for _, tool_history in ipairs(opts.tool_histories) do
|
|
if tool_history.tool_use then
|
|
local msg = {
|
|
role = "assistant",
|
|
content = {},
|
|
}
|
|
if tool_history.tool_use.response_content then
|
|
msg.content[#msg.content + 1] = {
|
|
type = "text",
|
|
text = tool_history.tool_use.response_content,
|
|
}
|
|
end
|
|
msg.content[#msg.content + 1] = {
|
|
type = "tool_use",
|
|
id = tool_history.tool_use.id,
|
|
name = tool_history.tool_use.name,
|
|
input = vim.json.decode(tool_history.tool_use.input_json),
|
|
}
|
|
messages[#messages + 1] = msg
|
|
end
|
|
|
|
if tool_history.tool_result then
|
|
messages[#messages + 1] = {
|
|
role = "user",
|
|
content = {
|
|
{
|
|
type = "tool_result",
|
|
tool_use_id = tool_history.tool_result.tool_use_id,
|
|
content = tool_history.tool_result.content,
|
|
is_error = tool_history.tool_result.is_error,
|
|
},
|
|
},
|
|
}
|
|
end
|
|
end
|
|
end
|
|
|
|
return messages
|
|
end
|
|
|
|
function M.parse_response(ctx, data_stream, event_state, opts)
|
|
if event_state == nil then
|
|
if data_stream:match('"message_start"') then
|
|
event_state = "message_start"
|
|
elseif data_stream:match('"message_delta"') then
|
|
event_state = "message_delta"
|
|
elseif data_stream:match('"message_stop"') then
|
|
event_state = "message_stop"
|
|
elseif data_stream:match('"content_block_start"') then
|
|
event_state = "content_block_start"
|
|
elseif data_stream:match('"content_block_delta"') then
|
|
event_state = "content_block_delta"
|
|
elseif data_stream:match('"content_block_stop"') then
|
|
event_state = "content_block_stop"
|
|
end
|
|
end
|
|
if event_state == "message_start" then
|
|
local ok, jsn = pcall(vim.json.decode, data_stream)
|
|
if not ok then return end
|
|
opts.on_start(jsn.message.usage)
|
|
elseif event_state == "content_block_start" then
|
|
local ok, jsn = pcall(vim.json.decode, data_stream)
|
|
if not ok then return end
|
|
if jsn.content_block.type == "tool_use" then
|
|
if not ctx.tool_use_list then ctx.tool_use_list = {} end
|
|
local tool_use = {
|
|
name = jsn.content_block.name,
|
|
id = jsn.content_block.id,
|
|
input_json = "",
|
|
response_content = nil,
|
|
}
|
|
table.insert(ctx.tool_use_list, tool_use)
|
|
elseif jsn.content_block.type == "text" then
|
|
ctx.response_content = ""
|
|
end
|
|
elseif event_state == "content_block_delta" then
|
|
local ok, jsn = pcall(vim.json.decode, data_stream)
|
|
if not ok then return end
|
|
if ctx.tool_use_list and jsn.delta.type == "input_json_delta" then
|
|
local tool_use = ctx.tool_use_list[#ctx.tool_use_list]
|
|
tool_use.input_json = tool_use.input_json .. jsn.delta.partial_json
|
|
return
|
|
elseif ctx.response_content and jsn.delta.type == "text_delta" then
|
|
ctx.response_content = ctx.response_content .. jsn.delta.text
|
|
end
|
|
if jsn.delta.type == "thinking_delta" then
|
|
if ctx.returned_think_start_tag == nil or not ctx.returned_think_start_tag then
|
|
ctx.returned_think_start_tag = true
|
|
opts.on_chunk("<think>\n")
|
|
end
|
|
ctx.last_think_content = jsn.delta.thinking
|
|
opts.on_chunk(jsn.delta.thinking)
|
|
elseif jsn.delta.type == "text_delta" then
|
|
if
|
|
ctx.returned_think_start_tag ~= nil and (ctx.returned_think_end_tag == nil or not ctx.returned_think_end_tag)
|
|
then
|
|
ctx.returned_think_end_tag = true
|
|
if ctx.last_think_content and ctx.last_think_content ~= vim.NIL and ctx.last_think_content:sub(-1) ~= "\n" then
|
|
opts.on_chunk("\n</think>\n\n")
|
|
else
|
|
opts.on_chunk("</think>\n\n")
|
|
end
|
|
end
|
|
opts.on_chunk(jsn.delta.text)
|
|
end
|
|
elseif event_state == "content_block_stop" then
|
|
if ctx.tool_use_list then
|
|
local tool_use = ctx.tool_use_list[#ctx.tool_use_list]
|
|
if tool_use.response_content == nil then tool_use.response_content = ctx.response_content end
|
|
end
|
|
elseif event_state == "message_delta" then
|
|
local ok, jsn = pcall(vim.json.decode, data_stream)
|
|
if not ok then return end
|
|
if jsn.delta.stop_reason == "end_turn" then
|
|
opts.on_stop({ reason = "complete", usage = jsn.usage })
|
|
elseif jsn.delta.stop_reason == "tool_use" then
|
|
opts.on_stop({
|
|
reason = "tool_use",
|
|
usage = jsn.usage,
|
|
tool_use_list = ctx.tool_use_list,
|
|
})
|
|
end
|
|
return
|
|
elseif event_state == "error" then
|
|
opts.on_stop({ reason = "error", error = vim.json.decode(data_stream) })
|
|
end
|
|
end
|
|
|
|
---@param provider AvanteProviderFunctor
|
|
---@param prompt_opts AvantePromptOptions
|
|
---@return table
|
|
function M.parse_curl_args(provider, prompt_opts)
|
|
local provider_conf, request_body = P.parse_config(provider)
|
|
local disable_tools = provider_conf.disable_tools or false
|
|
|
|
local headers = {
|
|
["Content-Type"] = "application/json",
|
|
["anthropic-version"] = "2023-06-01",
|
|
["anthropic-beta"] = "prompt-caching-2024-07-31",
|
|
}
|
|
|
|
if P.env.require_api_key(provider_conf) then headers["x-api-key"] = provider.parse_api_key() end
|
|
|
|
local messages = M.parse_messages(prompt_opts)
|
|
|
|
local tools = {}
|
|
if not disable_tools and prompt_opts.tools then
|
|
for _, tool in ipairs(prompt_opts.tools) do
|
|
table.insert(tools, transform_tool(tool))
|
|
end
|
|
end
|
|
|
|
return {
|
|
url = Utils.url_join(provider_conf.endpoint, "/v1/messages"),
|
|
proxy = provider_conf.proxy,
|
|
insecure = provider_conf.allow_insecure,
|
|
headers = headers,
|
|
body = vim.tbl_deep_extend("force", {
|
|
model = provider_conf.model,
|
|
system = {
|
|
{
|
|
type = "text",
|
|
text = prompt_opts.system_prompt,
|
|
cache_control = { type = "ephemeral" },
|
|
},
|
|
},
|
|
messages = messages,
|
|
tools = tools,
|
|
stream = true,
|
|
}, request_body),
|
|
}
|
|
end
|
|
|
|
function M.on_error(result)
|
|
if result.status == 429 then return end
|
|
if not result.body then
|
|
return Utils.error("API request failed with status " .. result.status, { once = true, title = "Avante" })
|
|
end
|
|
|
|
local ok, body = pcall(vim.json.decode, result.body)
|
|
if not (ok and body and body.error) then
|
|
return Utils.error("Failed to parse error response", { once = true, title = "Avante" })
|
|
end
|
|
|
|
local error_msg = body.error.message
|
|
local error_type = body.error.type
|
|
|
|
if error_type == "insufficient_quota" then
|
|
error_msg = "You don't have any credits or have exceeded your quota. Please check your plan and billing details."
|
|
elseif error_type == "invalid_request_error" and error_msg:match("temperature") then
|
|
error_msg = "Invalid temperature value. Please ensure it's between 0 and 1."
|
|
end
|
|
|
|
Utils.error(error_msg, { once = true, title = "Avante" })
|
|
end
|
|
|
|
return M
|