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Langchain Tools
an open-source replacement for OpenAI functions
nlp
python
Although LLM are very capable models, they have a difficulty with certain tasks. One of them can be counting the number of words in the input. To increase their reliability, we can prepare functions that help them overcome these difficult tasks. OpenAI Functions are one way to do this. In the input, we describe which functions it can call in the input. Output of the model is call of the function and its parameters. However, these functions are OpenAI-specific and other LLM models do not implement them. Hence, we can use a very similar technology that could be utilized by all open-source models: Langchain Tools. In this post, we explore how to use them.
Customizing Dev Containers
docker
dev-container
Docker is the industry standard in deploying the application.…
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