3. Get your estimated token count based on your words Calculate Estimated Tokens This is a simple calculator created to help you estimate the number of tokens based on the known number of words you expect to feed into GPT. Tokens are pieces of words that the OpenAI language models breaks ...
Token通常是一个由数字和字母组成的长字符串,用于验证API请求的身份。 使用Java计算OpenAI Token 下面是一个使用Java编程语言计算OpenAI Token的示例代码: importjava.security.MessageDigest;importjava.security.NoSuchAlgorithmException;publicclassOpenaiTokenCalculator{publicstaticStringcalculateToken(StringapiKey,StringapiSe...
You can combine the openai-gpt-token-counter module with this one to estimate the cost of processing text using a specific OpenAI model.Before we begin, make sure that you have openai-token-cost-calculator-updated installed. If not, you can install it using npm:...
GPT language models provide human-like responses to text prompts. Accessing the API has associated costs based on tokens and words. This site contains a calculator to estimate costs using OpenAI language models.
OpenAI tokens calculator, with function calls, images, and messages in one call Token Estimation This package provides a utility function to estimate the token count for OpenAI chat completions. Installation To install the package, run the following command: ...
It is important to remember that the cost increases with the number of tokens used, and every request, regardless of its size, is charged at least for 1 token. OpenAI API Costing Different OpenAI models have different pricing structures, and some subcategories may also have varying costs. A ...
如果只是 Calculator 或查天气这样的 API,工作量很大但产品覆盖面不够全面。 他们的重点是提升对 prompt 里面 tool 的 function 理解和调用能力。 研究验证表明,在真实生产环境中这个事情做得很好,只要有非常强的 prompt 理解和 reasoning 能力,提供完善的说明文档,模型就能在适当时候正确调用这些 tool 并返回好的...
o3 也进一步验证了 RL 和test-time scaling的价值，在高质量预训练数据基本耗尽，模型能力 “撞墙” 的...
比如我们将一份300页的 pdf 发给 openai api,让他进行总结,他肯定会报超过最大 Token 错。所以这里就需要使用文本分割器去分割我们 loader 进来的 Document。 Vectorstores 向量数据库 因为数据相关性搜索其实是向量运算。所以,不管我们是使用 openai api embedding 功能还是直接通过向量数据库直接查询,都需要将我们的...
比如我们将一份300页的 pdf 发给 openai api,让他进行总结,他肯定会报超过最大 Token 错。所以这里就需要使用文本分割器去分割我们 loader 进来的 Document。 Vectorstores 向量数据库 因为数据相关性搜索其实是向量运算。所以,不管我们是使用 openai api embedding 功能还是直接通过向量数据库直接查询,都需要将我们的...