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Copy pathtiktoken.lua
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89 lines (77 loc) · 1.99 KB
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local curl = require('plenary.curl')
local tiktoken_core = nil
---Get the path of the cache directory
---@return string
local function get_cache_path()
return vim.fn.stdpath('cache') .. '/cl100k_base.tiktoken'
end
local function file_exists(name)
local f = io.open(name, 'r')
if f ~= nil then
io.close(f)
return true
else
return false
end
end
--- Load tiktoken data from cache or download it
local function load_tiktoken_data(done)
local async
async = vim.loop.new_async(function()
local cache_path = get_cache_path()
if not file_exists(cache_path) then
curl.get('https://openaipublic.blob.core.windows.net/encodings/cl100k_base.tiktoken', {
output = cache_path,
})
end
done(cache_path)
async:close()
end)
async:send()
end
local M = {}
function M.setup()
local ok, core = pcall(require, 'tiktoken_core')
if not ok then
return
end
load_tiktoken_data(function(path)
local special_tokens = {}
special_tokens['<|endoftext|>'] = 100257
special_tokens['<|fim_prefix|>'] = 100258
special_tokens['<|fim_middle|>'] = 100259
special_tokens['<|fim_suffix|>'] = 100260
special_tokens['<|endofprompt|>'] = 100276
local pat_str =
"(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+"
core.new(path, special_tokens, pat_str)
tiktoken_core = core
end)
end
function M.available()
return tiktoken_core ~= nil
end
function M.encode(prompt)
if not tiktoken_core then
return nil
end
if not prompt or prompt == '' then
return nil
end
-- Check if prompt is a string
if type(prompt) ~= 'string' then
error('Prompt must be a string')
end
return tiktoken_core.encode(prompt)
end
function M.count(prompt)
if not tiktoken_core then
return math.ceil(#prompt * 0.5) -- Fallback to 1/2 character count
end
local tokens = M.encode(prompt)
if not tokens then
return 0
end
return #tokens
end
return M