Packages

An unofficial Braintree client for Rust.

This crate allows easy access to the [Braintree](https://www.braintreepayments.com) API via the GraphQL interface.

Rust SDK for Braintrust logging and tracing

Braintu platform CLI

Rust library and TUI for Brain Products BrainVision RDA EEG streams over TCP/IP

The Brainwires Agent Framework — build any AI application in Rust

Agent-to-Agent (A2A) protocol — JSON-RPC, REST, and gRPC bindings

Agent coordination primitives + multi-agent patterns for the Brainwires Agent Framework — communication hub, file/resource locks, task manager/queue, git coordination, contract net, saga, optimistic concurrency, market allocation, workflow graph, three-state model. LLM-driven workhorses live in `brainwires-inference`.

Agent-to-agent networking — IPC, remote bridge, mesh networking, routing, and discovery for Brainwires

DEPRECATED: renamed to `brainwires-agent` (singular) — see README

Unified analytics collection, persistence, and query for the Brainwires Agent Framework

Audio I/O, speech-to-text, and text-to-speech for the Brainwires Agent Framework

Autonomous agent operations — self-improvement, Git workflows, and human-out-of-loop execution

DEPRECATED: use brainwires-cognition with feature "knowledge" instead

Resilience middleware (retry, circuit breaker, budget, cache, error classification) for the Brainwires Agent Framework

Universal messaging channel contract for the Brainwires Agent Framework

Sandboxed code execution for multiple languages (Rhai, Lua, JavaScript, Python)

Unified intelligence layer — knowledge graphs, adaptive prompting, RAG, spectral math, and code analysis for the Brainwires Agent Framework

Core types, traits, and error handling for the Brainwires Agent Framework

Training data pipelines for the Brainwires Agent Framework — JSONL I/O, tokenization, deduplication, format conversion

Evaluation harness for the Brainwires Agent Framework — fixtures, regression suites, stability tests, adversarial cases, ranking metrics (NDCG / MRR / precision@k), recorder.

Cloud fine-tune APIs (OpenAI, Anthropic, Together, Fireworks, Anyscale, Bedrock, Vertex AI) + dataset pipelines for the Brainwires Agent Framework. Local LoRA/QLoRA/DoRA fine-tuning and training-from-scratch live in the sibling `rullama` workspace (`rullama-finetune`, `rullama-training`).

Hardware I/O for the Brainwires Agent Framework — audio, GPIO, Bluetooth, and network

LLM-driven workhorses for the Brainwires Agent Framework — chat agent, planner / judge / validator helpers, task agent, cycle orchestrator, summarization, system-prompt registry. Built on brainwires-agent for coordination primitives.

Knowledge layer — knowledge graphs, BKS/PKS, brain client, entity extraction for the Brainwires Agent Framework. RAG / spectral / code-analysis live in `brainwires-rag`; prompting lives in `brainwires-prompting`.

DEPRECATED: renamed to `brainwires-mcp-client` to match `brainwires-mcp-server`'s naming. See README.

MCP client, transport, and protocol types for the Brainwires Agent Framework

MCP server framework with middleware pipeline for the Brainwires Agent Framework

Multi-Dimensional Adaptive Planning (MAKER voting framework) for the Brainwires Agent Framework — k-out-of-n voting, recursive decomposition, microagent dispatch, red-flag validation, scaling estimation

Tiered hot/warm/cold agent memory orchestration for the Brainwires Agent Framework — `TieredMemory` multi-factor adaptive search across the schema stores in `brainwires-stores`, plus the `dream` offline consolidation engine (summarisation, fact extraction, tier demotion).

DEPRECATED: use brainwires-agent-network with feature "mesh" instead

Agent-to-agent networking — IPC, remote bridge, mesh networking, routing, and discovery for Brainwires

Permission policies, audit logging, and trust profiles for the Brainwires Agent Framework

DEPRECATED: renamed to `brainwires-permission` (singular) — see README

Adaptive prompting techniques, K-means task clustering, and temperature optimization for the Brainwires Agent Framework

LLM provider implementations (Anthropic, OpenAI Chat + Responses, Google Gemini, Ollama, Bedrock, Vertex AI, local llama.cpp) for the Brainwires Agent Framework. Speech (TTS/STT) providers live in `brainwires-provider-speech`.

Speech (TTS / STT) provider clients for the Brainwires Agent Framework — Azure Speech, Cartesia, Deepgram, ElevenLabs, Fish Audio, Google TTS, Murf, plus browser-native `web_speech` (wasm32)

DEPRECATED: renamed to `brainwires-provider` (singular) and split — speech (TTS / STT) extracted to `brainwires-provider-speech`. See README.

Protocol-agnostic proxy framework for debugging app traffic

Codebase indexing + hybrid retrieval (vector + BM25) for the Brainwires Agent Framework. Includes AST-aware chunking via tree-sitter (12 languages), Git history search, and reranking via spectral diversity / cross-encoder.

Layer 3 reasoning — plan/output parsers + provider-agnostic local-inference scorers (router, complexity, relevance, retrieval, strategy, summariser, validator, entity enhancer) for the Brainwires Agent Framework

DEPRECATED: renamed to brainwires-agent-network

DEPRECATED: renamed to `brainwires-call-policy` to actually describe what it does (policies on outbound calls — retry / circuit / budget / cache). See README.

Container-based sandboxing (Docker/Podman/host) for tool execution in the Brainwires framework

Self-Evolving Agentic Learning (SEAL) for the Brainwires Agent Framework — coreference resolution, query-core extraction, learned-pattern store (LanceDB-backed), reflection, knowledge integration

SKILL.md skills system for the Brainwires Agent Framework — manifest parsing, registry, smart routing, sandboxed execution. Optional ed25519 manifest signing + remote registry client.

Backend-agnostic storage, tiered memory, and document management for the Brainwires Agent Framework

Opinionated minimum data-store set for the Brainwires Agent Framework — sessions, conversations, tasks, plans, locks, images, and tiered hot/warm/cold memory. All built on the brainwires-storage StorageBackend trait.

Generic OS-level primitives — filesystem event watching and system service management

Unified telemetry for the Brainwires Agent Framework — analytics events, SQLite persistence, cost/usage queries, and a `BillingHook` trait consumed by `brainwires-billing`