AI Chatbot Builder

What is openchat.so?

OpenChat is a project designed to streamline the utilization of large language models for chatbot development. It offers various versions of OpenChat, including:

• OpenChat: LLMs custom-chatbots console: This is a web-based platform that enables users to create and personalize chatbots using GPT-3 and GPT-4 models. Users have the flexibility to incorporate data sources like PDF files, websites, or codebases to fine-tune their chatbots. Additionally, users can integrate these chatbots as widgets on their websites or internal tools. You can experience it firsthand by visiting openchat.so or refer to a Chinese video tutorial for guidance.
• OpenChat: Advancing Open-source Language Models: This version comprises a collection of open-source language models that have been fine-tuned using the C-RLFT strategy, inspired by offline reinforcement learning. These models are trained on a diverse range of data, without relying on preference labels. They demonstrate impressive performance comparable to ChatGPT, even when utilizing a 7B model that is suitable for consumer-grade GPUs. The code and models for this version can be found on platforms like Hugging Face or GitHub.

How does openchat.so work?

Openchat.so is a website offering the capability to design and tailor chatbots using large language models like GPT-3 and GPT-4. Users have the option to input data sources, including PDF files, websites, or codebases, for the purpose of refining their chatbots. Moreover, they can seamlessly integrate these chatbots as widgets within their websites or internal tools. Openchat.so employs robust web crawlers to gather data and apply language models to convert it into actionable knowledge, facilitating the creation of customized customer support chatbots trained on specific data sources.

It is worth noting that Openchat.so is a component of the broader OpenChat project, which encompasses a repository of open-source language models. These models have been fine-tuned using the C-RLFT strategy, inspired by offline reinforcement learning. They are trained on a diverse dataset of varying quality, without relying on preference labels. Notably, these models exhibit impressive performance levels comparable to ChatGPT, even when using a 7B model optimized for consumer-grade GPUs. For access to the code and models, interested parties can refer to platforms such as Hugging Face or GitHub.

How much does openchat.so cost?

As per information gathered from web search results, OpenChat is a cost-free and open-source initiative that empowers users to design and personalize chatbots utilizing extensive language models. It is important to note that OpenChat itself is offered without any charges, but users may incur cloud computing fees for executing the models. Further details about OpenChat can be accessed through their official website, their GitHub repository, their Hugging Face repository, or an informative review available on Futurepedia.

How can I get started with openchat.so?

To initiate the setup process for OpenChat, you can follow these outlined steps:

• Visit the OpenChat website and proceed to sign up for a complimentary account.
• Select a desired large language model from the available options, such as GPT-3 or GPT-4.
• Input data sources for your chatbot, which may include PDF files, websites, or codebases. Alternatively, you can utilize the default data sources provided by OpenChat.
• Customize your chatbot by assigning it a name, description, and personality. Additionally, you have the flexibility to adjust decoding options, such as temperature, top-k, and top-p.
• Evaluate your chatbot's performance by entering messages in the console. You will have access to information regarding response time, confidence scores, and the source of the answer.
• Embed your chatbot into your website or internal tool by copying and pasting the HTML code provided by OpenChat.

In summary, by following these steps, you will have successfully created your own chatbot using large language models with OpenChat. Furthermore, you can generate multiple chatbots as needed and share them with others. You also have the option to explore OpenChat's library of open-source language models, fine-tuned using the C-RLFT strategy inspired by offline reinforcement learning. Additional resources and models can be found on platforms like Hugging Face or GitHub.

For further assistance, you can refer to a Chinese video tutorial or consult the documentation available on GitHub. We trust that this guidance will assist you in getting started with OpenChat.

What are the limitations of openchat.so?

Openchat.so, while offering valuable features, does come with certain limitations that users should be aware of:

• Dependency on Data Quality and Quantity: The effectiveness of your chatbot is heavily reliant on the quality and quantity of the data sources you provide. Incomplete, inaccurate, outdated, or biased data sources may result in subpar performance or the generation of inappropriate responses.
• Limitations of Foundation Models: Openchat.so builds upon foundation models like GPT-3 and GPT-4. These models, while powerful, may struggle with tasks involving complex reasoning, mathematical or arithmetic challenges, programming and coding tasks, or other specialized domains that demand specific knowledge or skills.
• Handling of Inputs: The tool may not be equipped to handle certain types of user inputs, such as images, audio, video, or emojis. Additionally, it may have difficulty understanding languages, dialects, or slang terms that are not well-represented in its data sources or foundation models.
• Privacy and Security Considerations: Openchat.so cannot guarantee the privacy, security, or reliability of your chatbot or the data it processes. Users are advised to exercise caution when sharing information with their chatbots or granting them permissions to perform actions on their behalf. Regular data backups and monitoring for errors or issues are recommended.

It is important to keep these limitations in mind when using openchat.so. Nevertheless, it's worth noting that openchat.so is a free and open-source project continually enhancing its offerings by adding new features and models. For more detailed information about openchat.so, you can refer to their official website, GitHub repository, Hugging Face repository, or Futurepedia review.