VAPA Technology Stack Implemented in the DFA Network.
This online implementation of VAPA connects five websites to a common Vectorised databased with chatbots/ Assistants created locally on each website with each potentially having access to all the data across the five websites. Data is stored in a separate Pinecone database. Any LLM can used via an API.
| LEVEL: | Name & Description: | LOCATION: |
|---|---|---|
| USER DATA | Defined by a VAPA data file heading providing automation (Alter-Ego and locate and load automatically) You can always reference anything as data manually. | VAPA User data is stored in a special VAPA repository but can also be stored locally (Joplin) and either pasted or uploaded to VAPA prompt |
| USER CONTROL | These are user controlled instructions that can override and control every aspect of what is included in the prompt. There are four user controlled slot files: ALTER‑EGO: project files with style/persona overlays. ASSISTANT: functional expert systems/modes. CUSTOM: user persistent preferences and project umbrella. PATCH: temporary hot‑fixes and overrides. | Same storage options as USER DATA |
| VAPA DATA | VAPA System data file required for VAPA operation. Contains extended instructions and command sets and default settings. | Should be stored in local repository |
| VAPA SYSTEM | The VAPA system that controls what is included in the prompt. Provide an interface to a range of tools and res | |
| CUSTOMISATION LEVEL | Had to write custom code to get AI Engine to scan and include data from ACF’s. Was not happy with the AI Engine data summary so wrote a script to bypass and write directly to Pinecone | Online file system – created as a VAPA plugin for WordPress. |
| AI INTERFACE | Using AI Engine from MEOW Apps This is a WordPress Plugin that provides the ability to create your own locally stored chatbots and assistants with a shared database | Part of file system |
| API | AI Engine can connect to a large number of different LLMs that provide the language processing and a backup database. | Connects to External Services |
| DB CONNECTION | AI Engine is installed on all five websites and scans all the content and stores in the shared Pinecone Database in real time | Connects to External Services |