Agents hub
Everything you need to build, integrate, and deploy Meridian agents. Start with the core concepts, explore framework integrations, then copy production-ready recipes.
Concepts
Agent recipe
The anatomy of a Meridian agent — system prompt, tools, memory, and guardrails composed into a single deployable unit.
Function calling
How agents invoke typed tools via JSON Schema, stream partials, and recover from schema violations without dropping context.
Router pattern
Classify intent before execution — route to specialised sub-agents or skill chains based on lightweight zero-shot classifiers.
Two-stage prompting
Separate planning from generation. Stage one produces a structured plan; stage two executes it with tool access and citation grounding.
Integrations
With AutoGen
Wire Meridian agents into Microsoft AutoGen multi-agent conversations — shared bus, turn-taking, and hand-off signals.
With CrewAI
Embed Meridian agents as CrewAI crew members with role-based delegation, sequential task execution, and shared scratchpad memory.
With TaskWeaver
Use Meridian agents as code-first planners inside TaskWeaver sessions — generate, execute, and reflect on dataframes and scripts.
Recipes
Tutor agent
A Socratic tutor that scaffolds learning through guided questions, misconception detection, and adaptive hint generation.
Customer support
Triage, knowledge-base retrieval, ticket creation, and escalation — a complete support agent with human-in-the-loop hand-off.
Onboarding agent
Personalised new-user onboarding that adapts pace and content based on role, progress signals, and in-product behaviour.
Build your first agent
Follow the agent recipe to create a working agent in under ten minutes.