syntha 0.2.7

Prompt-based multi-agent context framework

Syntha SDK

The context-based multi‑agent framework. Build agents that share, route, and persist context — with first‑class tooling for prompts, tools, and popular LLM frameworks.

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Why Syntha

• Context Mesh with topic routing and user isolation
• ToolHandler with adapters (OpenAI, Anthropic, LangChain, Agno)
• Prompt builders for system and message prompts
• Pluggable persistence (SQLite, PostgreSQL)
• Lightweight, framework‑agnostic, production‑ready

Install

pip install syntha

60‑second Quick Start

from syntha import ContextMesh, ToolHandler, build_system_prompt

# 1) Shared context, isolated per user
context = ContextMesh(user_id="demo_user")

# 2) Agents interact via tools (no manual data passing)
handler = ToolHandler(context, "AssistantAgent")
context.push("project", "AI Customer Support")
context.push("status", "active", topics=["support"])  # topic‑routed

# 3) Context‑aware prompts for your LLM
system_prompt = build_system_prompt("AssistantAgent", context)
print(system_prompt[:200] + "...")

Framework Integrations

• OpenAI function calling: handler.get_openai_functions()
• Anthropic tool use: handler.get_anthropic_tools()
• LangChain BaseTool: handler.get_langchain_tools()
• Agno Functions: handler.get_tools_for_framework("agno")

See the docs for concise, copy‑paste examples.

Agno in 30 seconds

from syntha import ContextMesh, ToolHandler

mesh = ContextMesh(user_id="demo")
handler = ToolHandler(mesh, agent_name="Assistant")
agno_tools = handler.get_tools_for_framework("agno")

try:
    from agno.agent import Agent
    agent = Agent(
        name="Assistant",
        tools=agno_tools,
        instructions="Use tools to read/write context.",
        model="gpt-4o",
    )
    # response = agent.run("List context keys and fetch 'project'")
except ImportError:
    print("pip install agno to enable Agent integration")

Documentation

• Docs: https://doc.syntha.ca
• Quick Start: https://doc.syntha.ca/user-guide/introduction/quick-start/
• Examples: https://doc.syntha.ca/examples/overview/
• API Reference: https://doc.syntha.ca/api/overview/

License

Apache 2.0 © Syntha. See LICENSE.