Trudo AI is a no-code platform aimed at simplifying the process of fine-tuning OpenAI GPT3 models. With Trudo, users can train, deploy and track the performance of their OpenAI projects in real-time using an intuitive user-interface.

The platform allows users to fine-tune their models and enhance them with memory using spreadsheets, without requiring coding skills. Additionally, Trudo enables users to generate accurate results by fine-tuning models using relevant data in their CSV files with two or more columns.Trudo AI supports both prompt and completion and converts multiple columns for prompt or completion into JSON format automatically.

This allows users to obtain structured data from OpenAI easily. The platform supports multiple integrations and can interface directly with OpenAI API, as well as with other APIs like Zapier and Make.com.

Trudo AI also enables users to store and extract data based on text similarity by using embeddings to create long-term memory.The platform has been successfully used in several AI-based tasks, including natural language processing and computer vision.

Trudo AI has gained the reputation of being the preferred platform for fine-tuning GPT3 models among technical and non-technical individuals, allowing users to go to production within hours instead of weeks.

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Trudo AI was manually vetted by our editorial team and was first featured on March 13th 2023.

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Pros and Cons

Pros

Fine-tunes without coding

Real-time performance tracking

Model enhancement using spreadsheets

Auto JSON conversion with multiple columns

Fine-tuning through CSV files

Memory enhancement through embeddings

Text similarity recognition

Multiple integration support

Prompt and completion support

Automatic structured data generation

Platform used for NLP tasks

Platform used for Computer Vision tasks

Fast production deployment

Cost of fine-tuning preview

Natural language processing support

Embeddings for long-term memory

API for data search

Share knowledge via URL

Supports most integrations

User-friendly

No design experience required

Helps create content faster

Speeds up tax filing

Improves email writing

Helps build chatbots

Supports data transformations

Assists in constructing advanced chatbots

Supports thousands of API integrations

Can handle complex business use cases

Capabilities extend beyond mentioned use cases

Cons

Limited to GPT3 models

No code customization

Dependant on external APIs

Lacks variety in integrations

Possible output predictability issues

Potential limitations in long-term memory

Complex UI for non-technical users

Dependent on CSV files

Real-time tracking might lag

Spreadsheet-based enhancement limits

Q&A

What is Trudo AI?

Trudo AI is a no-code platform specializing in the fine-tuning of OpenAI GPT3 models. Users can train, deploy, and track their OpenAI projects in real time while easily fine-tuning models using spreadsheets, without any coding skills required. It also supports prompt and completion, automatically converts data into JSON format, and offers long-term memory for stored data.

What does no-code platform mean in the context of Trudo AI?

A no-code platform, in the context of Trudo AI, means that users can perform complex AI model training and deployment tasks without needing to write code. This includes training, deploying and tracking OpenAI GPT3 models, with an intuitive user interface making the process accessible to users regardless of their technical skill level.

How can I fine-tune my GPT3 models using Trudo AI?

To fine-tune your GPT3 models using Trudo AI, you first select the relevant data in your CSV file with two or more columns. Next, Trudo AI runs the fine-tuning process using this data, enhancing the capabilities of your model. The platform provides an estimate of the cost of fine-tuning before proceeding, and no coding is required.

What data can I use for fine-tuning models in Trudo AI?

For fine-tuning models in Trudo AI, you can use relevant data contained in CSV files. The CSV file should have two or more columns, allowing the fine-tuning process to accurately match entries and create a more robust model.

Does Trudo AI support both prompt and completion?

Yes, Trudo AI supports both prompt and completion. When you select multiple columns for prompt or completion, Trudo AI automatically converts the information into a structured JSON format.

How does Trudo AI convert my data into JSON format?

Trudo AI converts data into JSON format by automatically transforming multiple selected columns for prompt or completion from your CSV file. The platform simplifies this task, ensuring that you obtain structured and predictable data every time.

What kind of integrations does Trudo AI support?

Trudo AI can interface directly with the OpenAI API, and it also supports integration with other APIs such as Zapier and Make.com. This makes it easier to feed data directly into your AI models and incorporate AI capabilities into a broader range of applications.

Can I directly interface Trudo AI with OpenAI API?

Yes, Trudo AI does allow for direct interfacing with the OpenAI API. This ensures straightforward interaction and ease of data exchange between your AI project and OpenAI's capabilities.

How does the long-term memory feature in Trudo AI work?

The long-term memory feature in Trudo AI is powered by embeddings. This feature allows for the storage and extraction of data based on text similarity. You can store and retrieve data with text, CSV, or through the API, making it easier to manage large data sets and retrieve specific information when you need it.

What are some use cases of Trudo AI?

Trudo AI has been used in a variety of cases, including natural language processing and computer vision. Other specific use cases highlighted are: aiding in content generation, improving the quality of AI-generated content, creating chatbots, building more effective email tools, and even enhancing tax filing software.

Why should I choose Trudo AI for fine-tuning my GPT3 models?

You should choose Trudo AI for fine-tuning your GPT3 models due to its straightforward, non-technical approach that simplifies the process, saving you time and resources. Its predictive cost feature allows you to see the cost of fine-tuning before proceeding, and it also facilitates direct interfacing with the OpenAI API as well as other APIs like Zapier and Make.com.

How does Trudo AI help non-technical individuals in model fine-tuning?

Trudo AI helps non-technical individuals in model fine-tuning by providing a no-code platform with an intuitive user interface. This allows non-technical users to build complex AI applications top of OpenAI without requiring coding skills. Trudo AI automatically converts fine-tuning data into a structured and predictable JSON format, simplifying the fine-tuning process for non-technical users.

How can Trudo AI help me go to production faster?

Trudo AI helps you go to production faster by greatly simplifying the process of model fine-tuning. Users can fine-tune, train, and deploy models within hours, rather than the weeks it can often take using other methods. This quicker turnaround time allows you to implement your AI projects much faster.

Is there a free trial of Trudo AI that I can sign up for?

Yes, Trudo AI does offer a free trial. You can sign up for it directly from their website and start experiencing how the no-code platform can assist you in making the most out of your OpenAI GPT3 models.

Can I use Trudo AI for tasks other than natural language processing and computer vision?

Absolutely. Apart from natural language processing and computer vision, Trudo AI can be used for a wide range of AI-based tasks. Examples given include data transformation and advanced chatbot construction, and the platform's integration with various APIs enables a broad spectrum of possible applications.

Can I track the performance of my OpenAI projects in real-time with Trudo AI?

Yes, Trudo AI provides a platform where you can track the performance of your OpenAI projects in real-time. This feature allows you to react quickly to changes, making it easier to manage and optimize your OpenAI models.

What type of data does the API integration in Trudo AI support?

Trudo AI’s API integration supports data in JSON format. The platform's fine-tuning models convert data, allowing integrations with thousands of APIs, simplifying the process of data exchange and integration across platforms.

How can Trudo AI aid in data transformation?

Trudo AI can assist in data transformation through its support of JSON format. It can extract JSON from HTML, clean up datasets, combine multiple items into one, and perform other transformations. Thanks to the JSON format, these modifications are easier to carry out, whether for individual tasks or integration into larger projects.

Does Trudo AI support building advanced chatbots?

Yes, Trudo AI does support the construction of advanced chatbots. It allows for the control of various parameters associated with creating sophisticated chatbots, making it a powerful tool in developing interactive AI communication platforms.

How does Trudo AI help in automating business processes?

Trudo AI helps in automating business processes by enabling the use of AI in diverse business challenges. It streamlines the process of fine-tuning, training, deploying, and even tracking the performance of AI models. Combined with easy integrations with various APIs and long-term memory feature, Trudo AI can automate various business tasks.