ChatGPT免费使用!了解OpenGPT技术
Table of Contents
- Introduction
- What is Open GPT?
- Installation options
- Installing open GPT locally
- Using the hosted version of open GPT
- Creating a GPT model
- Choosing the GPT model
- Adding instructions to the system message
- Selecting tools and functionalities
- Adding files to the GPT
- Examples of using open GPT
- Example 1: Retrieving news about chat GPT
- Example 2: Extracting information from PDF files
- Future developments and possibilities
- Conclusion
Introduction
Open GPT is an open-source framework developed by longchain for building AI-Based applications. It offers an alternative to chat GPT models with the added AdVantage of local usage and customization options. In this article, we will explore how to use open GPT for free and Create a personalized assistant with features like internet search and document retrieval.
What is open GPT?
Open GPT is a local version of chat GPT models that allows users to create customized assistants. It is based on the GPT 3.5 model and offers the flexibility of adding desired functionalities and tuning with specific data. With open GPT being open-source, users can deploy it on their preferred platforms and enhance it with additional features.
Installation options
To use open GPT, there are two options: installing it locally or using the hosted version provided by longchain.
Installing open GPT locally
Installing open GPT locally is a straightforward process with detailed installation instructions available on the project's GitHub page. By following the instructions, users can set up open GPT on their preferred platforms, such as Mistral or Liama 2. This option allows for complete customization and integration of desired functionalities.
Using the hosted version of open GPT
Longchain provides a hosted version of open GPT that users can utilize for free. To use the hosted version, users can simply access the provided link and start creating their GPT models without the need for local installation. This option is ideal for users who prefer a quick and hassle-free setup.
Creating a GPT model
When creating a GPT model, users have several steps to follow, including choosing the GPT model, adding system message instructions, selecting desired tools and functionalities, and incorporating Relevant files.
Choosing the GPT model
Open GPT offers three models: GPT 3.5, GPT 4, and Cloud 2. Users can select the desired model based on their requirements. For simplicity, we will focus on the GPT 3.5 model in this article.
Adding instructions to the system message
The system message section is where users can provide instructions to their GPT model. These instructions can include specific tasks or requests that the assistant should perform. For example, users can create Prompts for their GPT models to retrieve the latest news about chat GPT from the internet and summarize it.
Selecting tools and functionalities
Open GPT provides a range of tools and functionalities that can be incorporated into the GPT model. These include internet search with platforms like DocDooGGo, research paper search with platforms like Harvix, and medical paper search with platforms like PubM. Users can choose the relevant tools based on the desired capabilities of their GPT assistant. For example, if the aim is to retrieve news, enabling the DocDooGGo search functionality would be beneficial.
Adding files to the GPT
Similar to chat GPT, open GPT allows users to add files to the model. These files serve as a knowledge base for the GPT assistant, providing it with specific information and data. Users can add files in formats like PDF, which can be used for extracting information in response to user queries. For example, a user can add the documentation of a tool like n8n as a PDF file to enable the GPT assistant to answer questions related to that tool.
Examples of using open GPT
To illustrate the capabilities of open GPT, let's explore two examples: retrieving news about chat GPT and extracting information from PDF files.
Example 1: Retrieving news about chat GPT
Suppose a user wants to create an assistant that gathers the latest news about chat GPT from the internet and summarizes it. By providing the necessary instructions and enabling the DocDooGGo search functionality, the GPT assistant can retrieve relevant articles, blog discussions, and summaries. The user can then Interact with the assistant to obtain summarized news about chat GPT.
Example 2: Extracting information from PDF files
In another Scenario, a user wants to create a GPT assistant to help them with a specific tool like n8n. They can add PDF files containing the documentation of n8n to the GPT model. With the retrieval functionality enabled, the GPT assistant will search for information within these PDF files and provide detailed responses to user queries. This example demonstrates how open GPT can be customized to extract information from specific documents.
Future developments and possibilities
Open GPT is a relatively new tool in the market, and being open-source, it offers great potential for future developments and integrations. Users and developers can contribute to the project by adding new features and functionalities. The ability to run open GPT locally and handle sensitive information opens up possibilities for using it in various domains, such as internal documentation in organizations.
Conclusion
Open GPT provides an exciting alternative to chat GPT models by offering local usage and customization options. Whether installed locally or used via the hosted version, open GPT allows users to create personalized GPT models with desired functionalities. With its open-source nature, users can contribute to the project's development and explore new possibilities in the field of AI assistants.
Highlights
- Open GPT is an open-source framework for creating AI-based applications.
- Users can choose between installing open GPT locally or using the hosted version provided by longchain.
- Creating a GPT model involves selecting the GPT model, adding instructions, choosing relevant tools, and incorporating files.
- Open GPT offers possibilities like internet search, research paper search, and Data Extraction from files like PDFs.
- Users can create personalized GPT models for tasks like retrieving news or extracting information from specific documents.
- Open GPT's open-source nature allows for future developments and integration possibilities.
- Open GPT's local usage and ability to handle sensitive information make it a versatile tool for various domains.
FAQ
Q: What is the difference between open GPT and chat GPT?
A: Open GPT is a local version of chat GPT models that provides flexibility and customization options. Users can install it locally or use the hosted version, whereas chat GPT models are limited to usage on specific platforms.
Q: Can open GPT be used for commercial purposes?
A: Yes, open GPT can be used for both personal and commercial purposes. Users have the freedom to deploy it locally or utilize the hosted version for their applications.
Q: Is there any limit to the number of functionalities that can be added to a GPT model?
A: There is no predefined limit to the number of functionalities that can be added to a GPT model. Users can select and enable the desired tools and functionalities based on their requirements.
Q: Can open GPT handle sensitive information?
A: Yes, open GPT can handle sensitive information since it can be deployed locally and does not rely on external servers. Users can provide information like internal documentation securely to the GPT model.
Q: Can open GPT be integrated with other AI frameworks?
A: Yes, open GPT is an open-source framework, and users can explore possibilities for integration with other AI frameworks based on their requirements and the project's compatibility.