heartbit-core 2026.505.1

The Rust agentic framework — agents, tools, LLM providers, memory, evaluation.
Documentation

heartbit-core

The Rust agentic framework — agents, tools, LLM providers, memory, guardrails, workflow agents, evaluation. Type-safe, async-native, runtime-agnostic.

cargo add heartbit-core

use std::sync::Arc;
use heartbit_core::{AgentRunner, AnthropicProvider, BoxedProvider, RetryingProvider};

#[tokio::main]
async fn main() -> Result<(), heartbit_core::Error> {
    let api_key = std::env::var("ANTHROPIC_API_KEY")
        .expect("set ANTHROPIC_API_KEY environment variable");

    let provider = Arc::new(BoxedProvider::new(
        RetryingProvider::with_defaults(
            AnthropicProvider::new(api_key, "claude-sonnet-4-20250514"),
        ),
    ));

    let agent = AgentRunner::builder(provider)
        .system_prompt("You are a helpful assistant.")
        .build()?;

    let output = agent.execute("What is Rust?").await?;
    println!("{}", output.result);
    Ok(())
}

What's in the box

  • ReAct agent loop with parallel tool execution via tokio::JoinSet.
  • LLM providers — Anthropic, OpenRouter, Google Gemini, any OpenAI-compatible endpoint. Composable wrappers: RetryingProvider (exponential backoff on 429/5xx), CascadingProvider (cheapest model first, escalate on gate rejection), Anthropic prompt caching.
  • Tools — Tool trait, ToolDefinition, ToolOutput. The crate ships a small core set used by the agent loop; the umbrella heartbit crate adds the full builtin suite (bash, read/write/edit/ patch, web_fetch, web_search, MCP, …).
  • Memory — Memory trait, InMemoryStore, NamespacedMemory. MemGPT-style composite recall (recency + importance + relevance + strength), Ebbinghaus decay, optional vector retrieval.
  • Guardrails — Guardrail trait with four hooks (pre_llm, post_llm, pre_tool, post_tool). Built-ins: LLM-as-judge, secret scanner, PII, content fence, action budget, behavioral monitor, tool policy, injection classifier, sensor security, plus composition (chain, conditional, warn-to-deny).
  • Workflow agents — deterministic orchestration with no LLM cost: SequentialAgent, ParallelAgent, LoopAgent, DagAgent, VotingAgent, DebateAgent, MixtureOfAgentsAgent, BatchExecutor.
  • Orchestrator — Orchestrator<P> for multi-agent runs with flat hierarchy. Three delegation tools: delegate_task (parallel subtasks), form_squad (collaborative via Blackboard), spawn_agent (dynamic specialists).
  • Eval — EvalRunner, EvalCase, scorers (trajectory, keyword, similarity, cost, latency, tool count, safety), EvalComparison for A/B regression testing.
  • Templates & skills — 15 agent archetypes and 10 domain skills ready to compose into prompts.
  • Observability — 29 streaming AgentEvent variants, OnEvent callback, OnText for token streaming, OnApproval for human-in-the-loop.

Optional integrations

For Postgres-backed memory, Telegram / Discord / Slack chat adapters, fastembed local embeddings, sandboxed workspaces, JWT auth, vault, multi-tenant daemon mode, and Restate-durable execution, add the heartbit umbrella crate:

cargo add heartbit --features full

The umbrella does pub use heartbit_core::*;, so library code remains import-compatible regardless of which crate you depend on.

Repository

License

Dual-licensed under MIT or Apache-2.0, at your option.