Docs.rs

Agent system for langchainrust — ReAct, FunctionCalling, PlanExecute, CRAG, AdaptiveRAG, DeepResearch, Handoffs, Streaming

Session management for langchainrust

LangGraph - Graph-based orchestration framework for building stateful LLM applications

The SnapFire FSR application host: binds a plan file to the implementations that answer it.

API mocking server & rust unit tests library to mimic external 3rd party API endpoints

A developer's switchyard: point local apps at any backend stand, keep servers and secrets at hand, build and deploy from any directory

An asynchronous pure Rust client library for NFSv3, experimental NFSv4.0, and NFSv4.1

The recogniser for SnapFire FSR: reads a TypeScript loader or actions module and lowers each body to the IR, naming the line that stops it.

The plan file for SnapFire FSR: routes and their plans as a build artifact.

RAG (Retrieval-Augmented Generation) module for langchainrust — BM25, Hybrid Retrieval, GraphRAG, HyDE, Reranking, MultiQuery, Document Loaders

The lowered form of a loader or action body for SnapFire FSR, and the interpreter that runs it over the value model.

Kubernetes CRD wire formats for the caixa ecosystem — Caixa, Lacre, CaixaBuild.

caixa-tatara — typed renderer that emits a tatara Process CR with Intent::Aplicacao + Lifetime::Ephemeral from an :kind Aplicacao caixa. Bridges caixa-helm's chart output to tatara-reconciler's ephemeral envelope.

Reasoning layer for caixa — walks TeiaManifest through iac-forge's policy engine to prove invariants BEFORE any cloud API call.

caixa-actions — typed renderer that validates a Caixa's :kind Acao :ci slot (a canteiro_types::CiRun) by decomposing it into a shigoto DAG. M0 is validate-only; full GitHub Actions workflow emission (emit_gha) is a named next step, deliberately deferred (see crate docs).