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copilot.lua
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---@class CopilotChat.copilot.ask.opts
---@field selection CopilotChat.select.selection?
---@field embeddings table<CopilotChat.context.embed>?
---@field system_prompt string?
---@field model string?
---@field agent string?
---@field temperature number?
---@field no_history boolean?
---@field on_progress nil|fun(response: string):nil
local log = require('plenary.log')
local prompts = require('CopilotChat.prompts')
local tiktoken = require('CopilotChat.tiktoken')
local notify = require('CopilotChat.notify')
local utils = require('CopilotChat.utils')
local class = utils.class
local temp_file = utils.temp_file
--- Constants
local CONTEXT_FORMAT = '[#file:%s](#file:%s-context)'
local LINE_CHARACTERS = 100
local BIG_FILE_THRESHOLD = 2000 * LINE_CHARACTERS
local BIG_EMBED_THRESHOLD = 200 * LINE_CHARACTERS
local EMBED_MODEL = 'text-embedding-3-small'
local TRUNCATED = '... (truncated)'
local TIMEOUT = 30000
local VERSION_HEADERS = {
['editor-version'] = 'Neovim/'
.. vim.version().major
.. '.'
.. vim.version().minor
.. '.'
.. vim.version().patch,
['editor-plugin-version'] = 'CopilotChat.nvim/2.0.0',
['user-agent'] = 'CopilotChat.nvim/2.0.0',
['sec-fetch-site'] = 'none',
['sec-fetch-mode'] = 'no-cors',
['sec-fetch-dest'] = 'empty',
['priority'] = 'u=4, i',
-- ['x-github-api-version'] = '2023-07-07',
}
--- Get the github oauth cached token
---@return string|nil
local function get_cached_token()
-- loading token from the environment only in GitHub Codespaces
local token = os.getenv('GITHUB_TOKEN')
local codespaces = os.getenv('CODESPACES')
if token and codespaces then
return token
end
-- loading token from the file
local config_path = utils.config_path()
if not config_path then
return nil
end
-- token can be sometimes in apps.json sometimes in hosts.json
local file_paths = {
config_path .. '/github-copilot/hosts.json',
config_path .. '/github-copilot/apps.json',
}
for _, file_path in ipairs(file_paths) do
if vim.fn.filereadable(file_path) == 1 then
local userdata = vim.fn.json_decode(vim.fn.readfile(file_path))
for key, value in pairs(userdata) do
if string.find(key, 'github.com') then
return value.oauth_token
end
end
end
end
return nil
end
--- Generate content block with line numbers, truncating if necessary
---@param content string: The content
---@param outline string?: The outline
---@param threshold number: The threshold for truncation
---@param start_line number|nil: The starting line number
---@return string
local function generate_content_block(content, outline, threshold, start_line)
local total_chars = #content
if total_chars > threshold and outline then
content = outline
total_chars = #content
end
if total_chars > threshold then
content = content:sub(1, threshold)
content = content .. '\n' .. TRUNCATED
end
if start_line ~= -1 then
local lines = vim.split(content, '\n')
local total_lines = #lines
local max_length = #tostring(total_lines)
for i, line in ipairs(lines) do
local formatted_line_number =
string.format('%' .. max_length .. 'd', i - 1 + (start_line or 1))
lines[i] = formatted_line_number .. ': ' .. line
end
return table.concat(lines, '\n')
end
return content
end
--- Generate messages for the given selection
--- @param selection CopilotChat.select.selection
local function generate_selection_messages(selection)
local filename = selection.filename or 'unknown'
local filetype = selection.filetype or 'text'
local content = selection.content
if not content or content == '' then
return {}
end
local out = string.format('# FILE:%s CONTEXT\n', filename:upper())
out = out .. "User's active selection:\n"
if selection.start_line and selection.end_line then
out = out
.. string.format(
'Excerpt from %s, lines %s to %s:\n',
filename,
selection.start_line,
selection.end_line
)
end
out = out
.. string.format(
'```%s\n%s\n```',
filetype,
generate_content_block(content, nil, BIG_FILE_THRESHOLD, selection.start_line)
)
if selection.diagnostics then
local diagnostics = {}
for _, diagnostic in ipairs(selection.diagnostics) do
table.insert(
diagnostics,
string.format(
'%s line=%d-%d: %s',
diagnostic.severity,
diagnostic.start_line,
diagnostic.end_line,
diagnostic.content
)
)
end
out = out
.. string.format(
"\nDiagnostics in user's active selection:\n%s",
table.concat(diagnostics, '\n')
)
end
return {
{
context = string.format(CONTEXT_FORMAT, filename, filename),
content = out,
role = 'user',
},
}
end
--- Generate messages for the given embeddings
--- @param embeddings table<CopilotChat.context.embed>
local function generate_embeddings_messages(embeddings)
return vim.tbl_map(function(embedding)
return {
context = string.format(CONTEXT_FORMAT, embedding.filename, embedding.filename),
content = string.format(
'# FILE:%s CONTEXT\n```%s\n%s\n```',
embedding.filename:upper(),
embedding.filetype or 'text',
generate_content_block(embedding.content, embedding.outline, BIG_FILE_THRESHOLD)
),
role = 'user',
}
end, embeddings)
end
local function generate_ask_request(
history,
prompt,
system_prompt,
generated_messages,
model,
temperature,
max_output_tokens,
stream
)
local is_o1 = vim.startswith(model, 'o1')
local messages = {}
local system_role = is_o1 and 'user' or 'system'
local contexts = {}
if system_prompt ~= '' then
table.insert(messages, {
content = system_prompt,
role = system_role,
})
end
for _, message in ipairs(generated_messages) do
table.insert(messages, {
content = message.content,
role = message.role,
})
if message.context then
contexts[message.context] = true
end
end
for _, message in ipairs(history) do
table.insert(messages, message)
end
if not vim.tbl_isempty(contexts) then
prompt = table.concat(vim.tbl_keys(contexts), '\n') .. '\n' .. prompt
end
table.insert(messages, {
content = prompt,
role = 'user',
})
local out = {
messages = messages,
model = model,
stream = stream,
n = 1,
}
if max_output_tokens then
out.max_tokens = max_output_tokens
end
if not is_o1 then
out.temperature = temperature
out.top_p = 1
end
return out
end
local function generate_embedding_request(inputs, model, threshold)
return {
dimensions = 512,
input = vim.tbl_map(function(embedding)
local content =
generate_content_block(embedding.outline or embedding.content, nil, threshold, -1)
if embedding.filetype == 'raw' then
return content
else
return string.format(
'File: `%s`\n```%s\n%s\n```',
embedding.filename,
embedding.filetype,
content
)
end
end, inputs),
model = model,
}
end
---@class CopilotChat.Copilot : Class
---@field history table
---@field embedding_cache table<CopilotChat.context.embed>
---@field policies table<string, boolean>
---@field models table<string, table>?
---@field agents table<string, table>?
---@field current_job string?
---@field github_token string?
---@field token table?
---@field sessionid string?
---@field machineid string
---@field request_args table<string>
local Copilot = class(function(self, proxy, allow_insecure)
self.history = {}
self.embedding_cache = {}
self.policies = {}
self.models = nil
self.agents = nil
self.current_job = nil
self.github_token = nil
self.token = nil
self.sessionid = nil
self.machineid = utils.machine_id()
self.github_token = get_cached_token()
self.request_args = {
timeout = TIMEOUT,
proxy = proxy,
insecure = allow_insecure,
raw = {
-- Retry failed requests twice
'--retry',
'2',
-- Wait 1 second between retries
'--retry-delay',
'1',
-- Keep connections alive for better performance
'--keepalive-time',
'60',
-- Disable compression (since responses are already streamed efficiently)
'--no-compressed',
-- Connect timeout of 10 seconds
'--connect-timeout',
'10',
-- Streaming optimizations
'--tcp-nodelay',
'--no-buffer',
},
}
end)
--- Authenticate with GitHub and get the required headers
---@return table<string, string>
function Copilot:authenticate()
if not self.github_token then
error(
'No GitHub token found, please use `:Copilot auth` to set it up from copilot.lua or `:Copilot setup` for copilot.vim'
)
end
if
not self.token or (self.token.expires_at and self.token.expires_at <= math.floor(os.time()))
then
local sessionid = utils.uuid() .. tostring(math.floor(os.time() * 1000))
local headers = vim.tbl_extend('force', {
['authorization'] = 'token ' .. self.github_token,
['accept'] = 'application/json',
}, VERSION_HEADERS)
local response, err = utils.curl_get(
'https://api.github.com/copilot_internal/v2/token',
vim.tbl_extend('force', self.request_args, {
headers = headers,
})
)
if err then
error(err)
end
if response.status ~= 200 then
error('Failed to authenticate: ' .. tostring(response.status))
end
self.sessionid = sessionid
self.token = vim.json.decode(response.body)
end
local headers = {
['authorization'] = 'Bearer ' .. self.token.token,
['x-request-id'] = utils.uuid(),
['vscode-sessionid'] = self.sessionid,
['vscode-machineid'] = self.machineid,
['copilot-integration-id'] = 'vscode-chat',
['openai-organization'] = 'github-copilot',
['openai-intent'] = 'conversation-panel',
['content-type'] = 'application/json',
}
for key, value in pairs(VERSION_HEADERS) do
headers[key] = value
end
return headers
end
--- Fetch models from the Copilot API
---@return table<string, table>
function Copilot:fetch_models()
if self.models then
return self.models
end
notify.publish(notify.STATUS, 'Fetching models')
local response, err = utils.curl_get(
'https://api.githubcopilot.com/models',
vim.tbl_extend('force', self.request_args, {
headers = self:authenticate(),
})
)
if err then
error(err)
end
if response.status ~= 200 then
error('Failed to fetch models: ' .. tostring(response.status))
end
-- Find chat models
local models = vim.json.decode(response.body)['data']
local out = {}
for _, model in ipairs(models) do
if not model['policy'] or model['policy']['state'] == 'enabled' then
self.policies[model['id']] = true
end
if model['capabilities']['type'] == 'chat' then
out[model['id']] = model
end
end
log.trace(models)
self.models = out
return out
end
--- Fetch agents from the Copilot API
---@return table<string, table>
function Copilot:fetch_agents()
if self.agents then
return self.agents
end
notify.publish(notify.STATUS, 'Fetching agents')
local response, err = utils.curl_get(
'https://api.githubcopilot.com/agents',
vim.tbl_extend('force', self.request_args, {
headers = self:authenticate(),
})
)
if err then
error(err)
end
if response.status ~= 200 then
error('Failed to fetch agents: ' .. tostring(response.status))
end
local agents = vim.json.decode(response.body)['agents']
local out = {}
for _, agent in ipairs(agents) do
out[agent['slug']] = agent
end
out['copilot'] = { name = 'Copilot', default = true, description = 'Default noop agent' }
log.trace(agents)
self.agents = out
return out
end
--- Enable policy for the given model if required
---@param model string: The model to enable policy for
function Copilot:enable_policy(model)
if self.policies[model] then
return
end
notify.publish(notify.STATUS, 'Enabling ' .. model .. ' policy')
local response, err = utils.curl_post(
'https://api.githubcopilot.com/models/' .. model .. '/policy',
vim.tbl_extend('force', self.request_args, {
headers = self:authenticate(),
body = vim.json.encode({ state = 'enabled' }),
})
)
self.policies[model] = true
if err or response.status ~= 200 then
log.warn('Failed to enable policy for ', model, ': ', (err or response.body))
return
end
end
--- Ask a question to Copilot
---@param prompt string: The prompt to send to Copilot
---@param opts CopilotChat.copilot.ask.opts: Options for the request
function Copilot:ask(prompt, opts)
opts = opts or {}
prompt = vim.trim(prompt)
local embeddings = opts.embeddings or {}
local selection = opts.selection or {}
local system_prompt = vim.trim(opts.system_prompt or prompts.COPILOT_INSTRUCTIONS)
local model = opts.model or 'gpt-4o-2024-05-13'
local agent = opts.agent or 'copilot'
local temperature = opts.temperature or 0.1
local no_history = opts.no_history or false
local on_progress = opts.on_progress
local job_id = utils.uuid()
self.current_job = job_id
log.trace('System prompt: ', system_prompt)
log.trace('Selection: ', selection.content)
log.debug('Prompt: ', prompt)
log.debug('Embeddings: ', #embeddings)
log.debug('Model: ', model)
log.debug('Agent: ', agent)
log.debug('Temperature: ', temperature)
local history = no_history and {} or self.history
local models = self:fetch_models()
local agents = self:fetch_agents()
local agent_config = agents[agent]
if not agent_config then
error('Agent not found: ' .. agent)
end
local model_config = models[model]
if not model_config then
error('Model not found: ' .. model)
end
local capabilities = model_config.capabilities
local max_tokens = capabilities.limits.max_prompt_tokens -- FIXME: Is max_prompt_tokens the right limit?
local max_output_tokens = capabilities.limits.max_output_tokens
local tokenizer = capabilities.tokenizer
log.debug('Max tokens: ', max_tokens)
log.debug('Tokenizer: ', tokenizer)
tiktoken.load(tokenizer)
local generated_messages = {}
local selection_messages = generate_selection_messages(selection)
local embeddings_messages = generate_embeddings_messages(embeddings)
local generated_tokens = 0
for _, message in ipairs(selection_messages) do
generated_tokens = generated_tokens + tiktoken.count(message.content)
table.insert(generated_messages, message)
end
-- Count required tokens that we cannot reduce
local prompt_tokens = tiktoken.count(prompt)
local system_tokens = tiktoken.count(system_prompt)
local required_tokens = prompt_tokens + system_tokens + generated_tokens
-- Reserve space for first embedding
local reserved_tokens = #embeddings_messages > 0
and tiktoken.count(embeddings_messages[1].content)
or 0
-- Calculate how many tokens we can use for history
local history_limit = max_tokens - required_tokens - reserved_tokens
local history_tokens = 0
for _, msg in ipairs(history) do
history_tokens = history_tokens + tiktoken.count(msg.content)
end
-- If we're over history limit, truncate history from the beginning
while history_tokens > history_limit and #history > 0 do
local removed = table.remove(history, 1)
history_tokens = history_tokens - tiktoken.count(removed.content)
end
-- Now add as many files as possible with remaining token budget (back to front)
local remaining_tokens = max_tokens - required_tokens - history_tokens
for i = #embeddings_messages, 1, -1 do
local message = embeddings_messages[i]
local tokens = tiktoken.count(message.content)
if remaining_tokens - tokens >= 0 then
remaining_tokens = remaining_tokens - tokens
table.insert(generated_messages, message)
else
break
end
end
local last_message = nil
local errored = false
local finished = false
local full_response = ''
local full_references = ''
local function finish_stream(err, job)
if err then
errored = true
full_response = err
end
log.debug('Finishing stream', err)
finished = true
job:shutdown(0)
end
local function parse_line(line, job)
if not line then
return
end
notify.publish(notify.STATUS, '')
local ok, content = pcall(vim.json.decode, line, {
luanil = {
object = true,
array = true,
},
})
if not ok then
if job then
finish_stream(
'Failed to parse response: ' .. utils.make_string(content) .. '\n' .. line,
job
)
end
return
end
if content.copilot_references then
for _, reference in ipairs(content.copilot_references) do
local metadata = reference.metadata
if metadata and metadata.display_name and metadata.display_url then
full_references = full_references
.. '\n'
.. '['
.. metadata.display_name
.. ']'
.. '('
.. metadata.display_url
.. ')'
end
end
end
if not content.choices or #content.choices == 0 then
return
end
last_message = content
local choice = content.choices[1]
content = choice.message and choice.message.content or choice.delta and choice.delta.content
if content then
full_response = full_response .. content
end
if content and on_progress then
on_progress(content)
end
if choice.finish_reason and job then
finish_stream(nil, job)
end
end
local function parse_stream_line(line, job)
line = vim.trim(line)
if not vim.startswith(line, 'data:') then
return
end
line = line:gsub('^data:', '')
line = vim.trim(line)
if line == '[DONE]' then
if job then
finish_stream(nil, job)
end
return
end
parse_line(line, job)
end
local function stream_func(err, line, job)
if not line or errored or finished then
return
end
if self.current_job ~= job_id then
finish_stream(nil, job)
return
end
if err then
finish_stream('Failed to get response: ' .. utils.make_string(err and err or line), job)
return
end
parse_stream_line(line, job)
end
local is_stream = not vim.startswith(model, 'o1')
local body = vim.json.encode(
generate_ask_request(
history,
prompt,
system_prompt,
generated_messages,
model,
temperature,
max_output_tokens,
is_stream
)
)
self:enable_policy(model)
local url = 'https://api.githubcopilot.com/chat/completions'
if not agent_config.default then
url = 'https://api.githubcopilot.com/agents/' .. agent .. '?chat'
end
local args = vim.tbl_extend('force', self.request_args, {
headers = self:authenticate(),
body = temp_file(body),
})
if is_stream then
args.stream = stream_func
end
notify.publish(notify.STATUS, 'Thinking')
local response, err = utils.curl_post(url, args)
if self.current_job ~= job_id then
return nil, nil, nil
end
self.current_job = nil
if err then
error(err)
return
end
if not response then
error('Failed to get response')
return
end
log.debug('Response status: ', response.status)
log.debug('Response body: ', response.body)
log.debug('Response headers: ', response.headers)
if response.status ~= 200 then
if response.status == 401 then
local ok, content = pcall(vim.json.decode, response.body, {
luanil = {
object = true,
array = true,
},
})
if ok and content.authorize_url then
error(
'Failed to authenticate. Visit following url to authorize '
.. content.slug
.. ':\n'
.. content.authorize_url
)
return
end
end
error('Failed to get response: ' .. tostring(response.status) .. '\n' .. response.body)
return
end
if errored then
error(full_response)
return
end
if is_stream then
if full_response == '' then
for _, line in ipairs(vim.split(response.body, '\n')) do
parse_stream_line(line)
end
end
else
parse_line(response.body)
end
if full_response == '' then
error('Failed to get response: empty response')
return
end
if full_references ~= '' then
full_references = '\n\n**`References:`**' .. full_references
full_response = full_response .. full_references
if on_progress then
on_progress(full_references)
end
end
log.trace('Full response: ', full_response)
log.debug('Last message: ', last_message)
table.insert(history, {
content = prompt,
role = 'user',
})
table.insert(history, {
content = full_response,
role = 'assistant',
})
if not no_history then
log.debug('History size increased to ' .. #history)
self.history = history
end
return full_response,
last_message and last_message.usage and last_message.usage.total_tokens,
max_tokens
end
--- List available models
---@return table<string, string>
function Copilot:list_models()
local models = self:fetch_models()
local version_map = {}
for id, model in pairs(models) do
local version = model.version
if not version_map[version] or #id < #version_map[version] then
version_map[version] = id
end
end
local result = vim.tbl_values(version_map)
table.sort(result)
local out = {}
for _, id in ipairs(result) do
out[id] = models[id].name
end
return out
end
--- List available agents
---@return table<string, string>
function Copilot:list_agents()
local agents = self:fetch_agents()
local result = vim.tbl_keys(agents)
table.sort(result)
local out = {}
for _, id in ipairs(result) do
out[id] = agents[id].description
end
return out
end
--- Generate embeddings for the given inputs
---@param inputs table<CopilotChat.context.embed>: The inputs to embed
---@return table<CopilotChat.context.embed>
function Copilot:embed(inputs)
if not inputs or #inputs == 0 then
return {}
end
notify.publish(notify.STATUS, 'Generating embeddings for ' .. #inputs .. ' inputs')
-- Initialize essentials
local model = EMBED_MODEL
local to_process = {}
local results = {}
local initial_chunk_size = 10
-- Process each input, using cache when possible
for _, input in ipairs(inputs) do
input.filename = input.filename or 'unknown'
input.filetype = input.filetype or 'text'
if input.content then
local cache_key = input.filename .. utils.quick_hash(input.content)
if self.embedding_cache[cache_key] then
table.insert(results, self.embedding_cache[cache_key])
else
table.insert(to_process, input)
end
end
end
-- Process inputs in batches with adaptive chunk size
while #to_process > 0 do
local chunk_size = initial_chunk_size -- Reset chunk size for each new batch
local threshold = BIG_EMBED_THRESHOLD -- Reset threshold for each new batch
-- Take next chunk
local batch = {}
for _ = 1, math.min(chunk_size, #to_process) do
table.insert(batch, table.remove(to_process, 1))
end
-- Try to get embeddings for batch
local success = false
local attempts = 0
while not success and attempts < 5 do -- Limit total attempts to 5
local body = vim.json.encode(generate_embedding_request(batch, model, threshold))
local response, err = utils.curl_post(
'https://api.githubcopilot.com/embeddings',
vim.tbl_extend('force', self.request_args, {
headers = self:authenticate(),
body = temp_file(body),
})
)
if err or not response or response.status ~= 200 then
attempts = attempts + 1
-- If we have few items and the request failed, try reducing threshold first
if #batch <= 5 then
threshold = math.max(5 * LINE_CHARACTERS, math.floor(threshold / 2))
log.debug(string.format('Reducing threshold to %d and retrying...', threshold))
else
-- Otherwise reduce batch size first
chunk_size = math.max(1, math.floor(chunk_size / 2))
-- Put items back in to_process
for i = #batch, 1, -1 do
table.insert(to_process, 1, table.remove(batch, i))
end
-- Take new smaller batch
batch = {}
for _ = 1, math.min(chunk_size, #to_process) do
table.insert(batch, table.remove(to_process, 1))
end
log.debug(string.format('Reducing batch size to %d and retrying...', chunk_size))
end
else
success = true
-- Process and cache results
local ok, content = pcall(vim.json.decode, response.body)
if not ok then
error('Failed to parse embedding response: ' .. response.body)
end
for _, embedding in ipairs(content.data) do
local result = vim.tbl_extend('keep', batch[embedding.index + 1], embedding)
table.insert(results, result)
local cache_key = result.filename .. utils.quick_hash(result.content)
self.embedding_cache[cache_key] = result
end
end
end
if not success then
error('Failed to process embeddings after multiple attempts')
end
end
return results
end
--- Stop the running job
---@return boolean
function Copilot:stop()
if self.current_job ~= nil then
self.current_job = nil
return true
end
return false
end
--- Reset the history and stop any running job
---@return boolean
function Copilot:reset()
local stopped = self:stop()
self.history = {}
self.embedding_cache = {}
return stopped
end
--- Save the history to a file
---@param name string: The name to save the history to
---@param path string: The path to save the history to
function Copilot:save(name, path)
local history = vim.json.encode(self.history)
path = vim.fn.expand(path)
vim.fn.mkdir(path, 'p')
path = path .. '/' .. name .. '.json'
local file = io.open(path, 'w')
if not file then
log.error('Failed to save history to ' .. path)
return
end
file:write(history)
file:close()
log.info('Saved Copilot history to ' .. path)
end
--- Load the history from a file
---@param name string: The name to load the history from
---@param path string: The path to load the history from
---@return table
function Copilot:load(name, path)