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We getting close to releasing another update and have done a number of tests with Agents app that will make it functional. With any luck the update will be published this week.
In a nutshell, Agents is an app that allows you to create automations and RAG-bots that can be based on different AI models (open-source, or hosted APIs), combined together and given "tasks" that would either run on cron or by triggers (webhooks or UNA events).
Agents use UNA API as a reference resource to create code that would do something in UNA. It can also use external APIs.
The idea is to create a tool that would allow you to add functionality/automations without needing to make new modules or modify existing apps.
For example:
- Create a a Helper based on, say, OpenAI API and prompt/tune it to focus on identifying spam in posts. Call it "SpamGuru".
- Then, create an Automator (you can use OpenAI/AssistantsAPI or another model - like LLama, add the SpamGuru helper to it and prompt it to "look at every new Post or Comment and identify if it is spam, if it is likely spam, hide the post, flag it for review. The Automator will generate PHP code that will run according to your prompt, it will use UNA events and actions. You assign it to a pre-create profile (an admin or a "bot" profile) to attribute this action to an account.
- Then, your can create Assistants, which are more advanced and can "learn" but saving some data to vector to maintain long-term, large context for inference. For example, we'll be looking for more complex automations, like "save all posts that are flagged as spam, check if more than 3 posts by one user are likely spam, then suspend the user. If the user has more posts that are likely not spam than posts that are likely spam, then report the user.
We are also trying a few "built in" interfaces to access Agents. For example, a Studio Assistant which will help to configure UNA, or site-search augmentation which allows people to ask about site content using natural language.
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Hello. Models in UNA Agents can have their own API Keys and Endpoints. Model selector is also available but each model requires its own specific integration and for now we have 2 models integrated. Currently AI Assistant can be used in Studio Help, Site Search and "Ask AI" block. Thank you for the ideas.
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To enable the use of open-source models from various providers, it would be beneficial to allow direct modifications to the OpenAI API base configuration in UNA sdudio. This involves:
- Enabling Direct Modifications:
- Allow configuration of the OpenAI API base so it can be updated to include support for open-source models from different providers.
- Implementing an Endpoint for Model Selection:
- Add an endpoint for selecting from available models, including those from various open-source providers.
- Testing and Validation:
- Ensure that the new configuration allows seamless integration and usage of both OpenAI and open-source models.
Comment: I have directly modified the script to change the OpenAI API address and used local models or models from other free APIs. However, it would be more flexible if the OpenAI address were a variable that can be changed directly from the studio. This would simplify configuration and allow users to set up various local or online providers according to their preferences.
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It seems this feature is locked to OpenAI, there is no place to enter in your own models or own API end points.
It also seems linked to specific user profiles/organizations. It would be good if it were linked to member levels so you can provide an AI integration for members of specific paid levels.
Providers is linked to Shopify - no other option? Can't add custom providers?
Helpers seem to be forced to use OpenAI models with prompts, no option for custom helpers. If you do create on and try "tune" it (whatever that means) it errors :
Fatal error: Uncaught Error: Call to undefined method BxDolAI::getHelper() in /home/XXXXXX/public_html/studio/template/scripts/BxBaseStudioAgents.php:116 Stack trace: #0 /home/XXXXX/public_html/studio/template/scripts/BxBaseStudioWidget.php(121): BxBaseStudioAgents->getHelpers() #1 /home/XXXXX/public_html/studio/agents.php(26): BxBaseStudioWidget->getPageCode() #2 {main} thrown in /home/XXXXX/public_html/studio/template/scripts/BxBaseStudioAgents.php on line 116
Automators : Seem to link Providers to Helpers. So at this stage is limited to Shopify and a gpt with a prompt ?
Note : Even with OpenAI there is no place to insert your API Key?
Comment to 'How is the Agent App used'
Comment to How is the Agent App used