LLM Integration for workplace Chatbot functionality
Bespoke LLM solutions integrated with existing chat interfaces
The Floquet team will add LLM functionality within exisitng company chat interfaces, taking full advantage of the best open-source and AWS cloud platform toolsets. Whether it’s document Q&A, code generation and explanation, or chat summarisation, Floquet has the expertise to establish and optimise the utility of the underlying AI/ML mechanisms.
Technical Aspects of Mattermost-LLM Integrations
LLM Access and Integration
- LLM access from within your company chat interface – interact with an LLM as if it were a team member
Simple Access Controls
- Add LLM functionality on a room-by-room, or user-by-user basis
- Granular access control for agent tools and features
Custom Functionality
- Custom data sources and repositories
- Access to internal or custom APIs
Cost Effectiveness
- Model selection advice
- Model routing for intelligent cost/performance balancing
- Response caching
Support & Monitoring
- Performance and security monitoring
- In-built metrics and analysis to support model explainability and fairness