fix: gemini & vertex tools (#2053)

* fix: tool calling with gemini and vertex

* chore: remove unnecessary comments

* chore: fix doc type errors

* feat: do not manually pass tool use list
This commit is contained in:
kernitus
2025-05-20 15:06:25 +01:00
committed by GitHub
parent ef61ba52c0
commit 87c4c6b493
2 changed files with 110 additions and 49 deletions

View File

@@ -85,11 +85,18 @@ function M:parse_messages(opts)
role = "function"
local ok, content = pcall(vim.json.decode, item.content)
if not ok then content = item.content end
-- item.name here refers to the name of the tool that was called,
-- which is available in the tool_result content item prepared by llm.lua
local tool_name = item.name
if not tool_name then
-- Fallback, though item.name should ideally always be present for tool_result
tool_name = tool_id_to_name[item.tool_use_id]
end
table.insert(parts, {
functionResponse = {
name = tool_id_to_name[item.tool_use_id],
name = tool_name,
response = {
name = tool_id_to_name[item.tool_use_id],
name = tool_name, -- Gemini API requires the name in the response object as well
content = content,
},
},
@@ -130,14 +137,68 @@ function M:parse_messages(opts)
}
end
--- Prepares the main request body for Gemini-like APIs.
---@param provider_instance AvanteProviderFunctor The provider instance (self).
---@param prompt_opts AvantePromptOptions Prompt options including messages, tools, system_prompt.
---@param provider_conf table Provider configuration from config.lua (e.g., model, top-level temperature/max_tokens).
---@param request_body table Request-specific overrides, typically from provider_conf.request_config_overrides.
---@return table The fully constructed request body.
function M.prepare_request_body(provider_instance, prompt_opts, provider_conf, request_body)
request_body = vim.tbl_deep_extend("force", request_body, {
generationConfig = {
temperature = request_body.temperature,
maxOutputTokens = request_body.max_tokens,
},
})
request_body.temperature = nil
request_body.max_tokens = nil
local disable_tools = provider_conf.disable_tools or false
if not disable_tools and prompt_opts.tools then
local function_declarations = {}
for _, tool in ipairs(prompt_opts.tools) do
table.insert(function_declarations, provider_instance:transform_to_function_declaration(tool))
end
if #function_declarations > 0 then
request_body.tools = {
{
functionDeclarations = function_declarations,
},
}
end
end
return vim.tbl_deep_extend("force", {}, provider_instance:parse_messages(prompt_opts), request_body)
end
function M:parse_response(ctx, data_stream, _, opts)
local ok, json = pcall(vim.json.decode, data_stream)
if not ok then opts.on_stop({ reason = "error", error = json }) end
if not ok then
opts.on_stop({ reason = "error", error = "Failed to parse JSON response: " .. tostring(json) })
return
end
-- Handle prompt feedback first, as it might indicate an overall issue with the prompt
if json.promptFeedback and json.promptFeedback.blockReason then
local feedback = json.promptFeedback
OpenAI:finish_pending_messages(ctx, opts) -- Ensure any pending messages are cleared
opts.on_stop({
reason = "error",
error = "Prompt blocked or filtered. Reason: " .. feedback.blockReason,
details = feedback,
})
return
end
if json.candidates and #json.candidates > 0 then
local candidate = json.candidates[1]
---@type AvanteLLMToolUse[]
local tool_use_list = {}
if candidate.content.parts ~= nil then
-- Check if candidate.content and candidate.content.parts exist before iterating
if candidate.content and candidate.content.parts then
for _, part in ipairs(candidate.content.parts) do
if part.text then
if opts.on_chunk then opts.on_chunk(part.text) end
@@ -155,51 +216,56 @@ function M:parse_response(ctx, data_stream, _, opts)
end
end
end
if candidate.finishReason and candidate.finishReason == "STOP" then
-- Check for finishReason to determine if this candidate's stream is done.
if candidate.finishReason then
OpenAI:finish_pending_messages(ctx, opts)
if #tool_use_list > 0 then
opts.on_stop({ reason = "tool_use", tool_use_list = tool_use_list })
else
opts.on_stop({ reason = "complete" })
local reason_str = candidate.finishReason
local stop_details = { finish_reason = reason_str }
if reason_str == "TOOL_CODE" then
-- Model indicates a tool-related stop.
-- The tool_use list is added to the table in llm.lua
opts.on_stop(vim.tbl_deep_extend("force", { reason = "tool_use" }, stop_details))
elseif reason_str == "STOP" then
if #tool_use_list > 0 then
-- Natural stop, but tools were found in this final chunk.
opts.on_stop(vim.tbl_deep_extend("force", { reason = "tool_use" }, stop_details))
else
-- Natural stop, no tools in this final chunk.
-- llm.lua will check its accumulated tools if tool_choice was active.
opts.on_stop(vim.tbl_deep_extend("force", { reason = "complete" }, stop_details))
end
elseif reason_str == "MAX_TOKENS" then
opts.on_stop(vim.tbl_deep_extend("force", { reason = "max_tokens" }, stop_details))
elseif reason_str == "SAFETY" or reason_str == "RECITATION" then
opts.on_stop(
vim.tbl_deep_extend(
"force",
{ reason = "error", error = "Generation stopped: " .. reason_str },
stop_details
)
)
else -- OTHER, FINISH_REASON_UNSPECIFIED, or any other unhandled reason.
opts.on_stop(
vim.tbl_deep_extend(
"force",
{ reason = "error", error = "Generation stopped with unhandled reason: " .. reason_str },
stop_details
)
)
end
end
else
OpenAI:finish_pending_messages(ctx, opts)
opts.on_stop({ reason = "complete" })
-- If no finishReason, it's an intermediate chunk; do not call on_stop.
end
end
function M:parse_curl_args(prompt_opts)
local provider_conf, request_body = Providers.parse_config(self)
local disable_tools = provider_conf.disable_tools or false
request_body = vim.tbl_deep_extend("force", request_body, {
generationConfig = {
temperature = request_body.temperature,
maxOutputTokens = request_body.max_tokens,
},
})
request_body.temperature = nil
request_body.max_tokens = nil
local api_key = self.parse_api_key()
local api_key = self:parse_api_key()
if api_key == nil then error("Cannot get the gemini api key!") end
local function_declarations = {}
if not disable_tools and prompt_opts.tools then
for _, tool in ipairs(prompt_opts.tools) do
table.insert(function_declarations, self:transform_to_function_declaration(tool))
end
end
if #function_declarations > 0 then
request_body.tools = {
{
functionDeclarations = function_declarations,
},
}
end
return {
url = Utils.url_join(
provider_conf.endpoint,
@@ -208,7 +274,7 @@ function M:parse_curl_args(prompt_opts)
proxy = provider_conf.proxy,
insecure = provider_conf.allow_insecure,
headers = { ["Content-Type"] = "application/json" },
body = vim.tbl_deep_extend("force", {}, self:parse_messages(prompt_opts), request_body),
body = M.prepare_request_body(self, prompt_opts, provider_conf, request_body),
}
end

View File

@@ -14,6 +14,7 @@ M.role_map = {
M.is_disable_stream = Gemini.is_disable_stream
M.parse_messages = Gemini.parse_messages
M.parse_response = Gemini.parse_response
M.transform_to_function_declaration = Gemini.transform_to_function_declaration
local function execute_command(command)
local handle = io.popen(command)
@@ -34,23 +35,17 @@ end
function M:parse_curl_args(prompt_opts)
local provider_conf, request_body = P.parse_config(self)
local location = vim.fn.getenv("LOCATION")
local project_id = vim.fn.getenv("PROJECT_ID")
local model_id = provider_conf.model or "default-model-id"
if location == nil or location == vim.NIL then location = "default-location" end
if project_id == nil or project_id == vim.NIL then project_id = "default-project-id" end
local url = provider_conf.endpoint:gsub("LOCATION", location):gsub("PROJECT_ID", project_id)
local url = provider_conf.endpoint:gsub("LOCATION", location):gsub("PROJECT_ID", project_id)
url = string.format("%s/%s:streamGenerateContent?alt=sse", url, model_id)
request_body = vim.tbl_deep_extend("force", request_body, {
generationConfig = {
temperature = request_body.temperature,
maxOutputTokens = request_body.max_tokens,
},
})
request_body.temperature = nil
request_body.max_tokens = nil
local bearer_token = M.parse_api_key()
return {
@@ -61,7 +56,7 @@ function M:parse_curl_args(prompt_opts)
},
proxy = provider_conf.proxy,
insecure = provider_conf.allow_insecure,
body = vim.tbl_deep_extend("force", {}, self:parse_messages(prompt_opts), request_body),
body = Gemini.prepare_request_body(self, prompt_opts, provider_conf, request_body),
}
end