While you seem to be providing up to Opus 4.5, we are already at Opus 4.7, with another one around the corner. I know that, as technology progresses and new models are being released, it's hard to stay on top of things. However, some competitors already have Opus 4.7 and other models. I'm wondering how quickly you plan to add these models—specifically Opus 4.7—and whether there is a reason it...
Founder Team
Hira_PluralityNetwork
May 11, 2026
A: We have an integration with AWS Bedrock on the back in the EU region. We keep adding the newer models as they get rolled out.
Regarding images, videos and audios to be ingested as context, this is on the roadmap and will be added as we continue developing the product. I cannot say an exact ETA as the next few sprints are fully planned out but definitely within 6 months.
I am looking for a vector database to provide context to an LLM as part of a coaching app for our members. As you develop your OCL, will this become possible. My understanding is that right now, AI Context Flow is a private or personal storage only..
Founder Team
Hira_PluralityNetwork
Edited May 11, 2026
A: For business cases, we will create a specific package in the future.
But for now, you can use your app email to create an MCP connection with Access Tokens and then use that for your app's context.
Do you have the option to connect via MCP in your LLM? what's your setup?
Yes I do, for the mockup we are using Pickaxe.co ..
When you say "for business cases, you will create a specific package".. do you mean custom solutions or there is a new model that is generic but designed to support customer facing applications.
And of course, will this be available to LTD customers... This would make your app an essential for us, so fingers crossed.
I mean that if you end up with an application that needs more credits than what our current tiers offer and you keep hitting into limits, we will design specific token usage based packages for people building applications using our MCP as the memory/context layer.
But tier 3 should be a good starting point for you if you intend to go down this path.
Does API is ready? Can access to knowledge base via API? can connect with memory via API also? or simple say can access to all feature via API?
Founder Team
Hira_PluralityNetwork
May 10, 2026
A: You can connect via MCP but not REST API right now. What's your usecase? MCP is sufficient for programmatic access in most cases through use of personal access tokens.
If you have specific rules that you add into the knowledge base and then connect via MCP, it should pick up those rules.
You can try out the free version first to see if it suits your needs. If something feels off or you have any issues, reach out to me at [email protected]
Q: Viewing Request and Roadmap
Hey Support Team,
How about is your improvements PDF Viewing Request and Viewing for full details are saved in the platform? And how can users assess the roadmap?
Thank you.
Share AI Context Flow
Q: Opus 4.7, etc
While you seem to be providing up to Opus 4.5, we are already at Opus 4.7, with another one around the corner. I know that, as technology progresses and new models are being released, it's hard to stay on top of things. However, some competitors already have Opus 4.7 and other models. I'm wondering how quickly you plan to add these models—specifically Opus 4.7—and whether there is a reason it...
Hira_PluralityNetwork
May 11, 2026A: We have an integration with AWS Bedrock on the back in the EU region. We keep adding the newer models as they get rolled out.
Regarding images, videos and audios to be ingested as context, this is on the roadmap and will be added as we continue developing the product. I cannot say an exact ETA as the next few sprints are fully planned out but definitely within 6 months.
Share AI Context Flow
Verified purchaser
Do you have a public roadmap or anything? We can kind of see what maybe the timeline is.
Q: OCL - Public Facing App Development
I am looking for a vector database to provide context to an LLM as part of a coaching app for our members. As you develop your OCL, will this become possible. My understanding is that right now, AI Context Flow is a private or personal storage only..
Hira_PluralityNetwork
Edited May 11, 2026A: For business cases, we will create a specific package in the future.
But for now, you can use your app email to create an MCP connection with Access Tokens and then use that for your app's context.
Do you have the option to connect via MCP in your LLM? what's your setup?
Share AI Context Flow
Yes I do, for the mockup we are using Pickaxe.co ..
When you say "for business cases, you will create a specific package".. do you mean custom solutions or there is a new model that is generic but designed to support customer facing applications.
And of course, will this be available to LTD customers... This would make your app an essential for us, so fingers crossed.
I mean that if you end up with an application that needs more credits than what our current tiers offer and you keep hitting into limits, we will design specific token usage based packages for people building applications using our MCP as the memory/context layer.
But tier 3 should be a good starting point for you if you intend to go down this path.
Q: API ready?
Does API is ready? Can access to knowledge base via API? can connect with memory via API also? or simple say can access to all feature via API?
Hira_PluralityNetwork
May 10, 2026A: You can connect via MCP but not REST API right now. What's your usecase? MCP is sufficient for programmatic access in most cases through use of personal access tokens.
Share AI Context Flow
Verified purchaser
i am thinking if Ai context flow is suit to auto vocabulary detection and auto correction by feeding the context into the knowledge base.
If you have specific rules that you add into the knowledge base and then connect via MCP, it should pick up those rules.
You can try out the free version first to see if it suits your needs. If something feels off or you have any issues, reach out to me at [email protected]
Q: How do you edit a memory
I have tried your free version. Looked good on the surface.
There is little guidance other than a basic onboarding sequence. Or please direct me to where there is something deeper.
I have added one memory .. I cant seem to edit it or even read it...
How do I view and manage items?
Hira_PluralityNetwork
May 9, 2026A: Edit and detailed viewing features are being worked on right now. They will be available in our next release (next week).
For detailed demo tutorial of the browser extension, see here: https://www.youtube.com/watch?v=VO7Ro1uFiVQ
For detailed docs of how to use the MCP Server, see here: https://docs.plurality.network/the-plurality-mcp-server
Share AI Context Flow
thank you