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Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus the trace/span id.
Ontology-driven knowledge-extraction pipeline: paragraphs to a typed, provenance-anchored Knowledge Artifact Graph.
Central task registry and deterministic three-agent orchestrator for doctor-agent, repair-agent and validator-agent.
LLM agent policy for Inspect Robots: frontier LLMs (Claude, GPT, anything OpenAI-compatible) drive any registered embodiment through tool calls.
AxioRank middleware for LangChain agents: govern every tool call and model turn through one Zero-Trust security gateway.
An integration package connecting Bidda source-verified compliance intelligence to LangChain
Make Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph agents.
LangChain tools for Relm - the CRM for LLMs and AI agents
LangGraph checkpointer backed by inspeximus: durable thread state with queryable value history and receipted erasure.
Anthropic Claude agent handler for LaunchDarkly AI SDK
Anthropic Claude messages handler for LaunchDarkly AI SDK
Legal AI agents framework — extension of smolagents with structured, jurisdiction-agnostic legal reasoning (French law example included)
Free-first LLM routing for Python: local Ollama -> OpenRouter free models -> paid Anthropic API, with automatic fallback and a savings ledger.
A tiny, readable circuit breaker for LLM calls: hard budget caps that fail over to a free local model instead of raising or overspending.
Multi-format LLM API compliance testing tool — validates endpoints against OpenAI Chat, Open Responses, Anthropic, and Google GenAI specs.
Fit chat history into any model's context window: token estimation, sliding-window packing with a running summary, and overflow detection. Zero dependencies, no AI inside.
Composable pre-call and post-call hooks for LLM API calls: pricing, budgets, cost caps, rate limits, event log, observability.
Local, cross-provider preflight checks for an LLM model switch
A GitHub Action and CLI that detects risky changes to LLM prompts and AI configuration before they ship to production
Resilient cascading LLM inference across multiple providers with failover, circuit breaking, and retry cooldowns
Client-side rate limiting for the Claude API. Never sees your API key.
Local smoke tests for live LLM models, latency, and cost
Per-query token ledger for LLM pipelines: record what the API reports, answer with one GROUP BY. Zero dependencies, dashboard included.
Lightweight terminal tool to check remaining credits / quota across LLM providers. Zero dependencies.
LLM plugin for ZenMux.ai - OpenAI Chat Completions + Anthropic Messages API
Unified interface to call OpenAI and Anthropic-compatible LLM APIs from Python
AIGP governance adapter for anthropic
Durable Anthropic Messages adapter for the MemoFlow Python SDK
Bit-exact Byzantine-fault-tolerant state layer for federated learning and edge/defence swarms. Three layers — OR-Set CRDT (L1), an epistemic drift + human-in-the-loop layer (L2), and ACFA Q16.16 multi-Krum + G-Set (L3) — keep heterogeneous nodes byte-identical; one prompt-injected or equivocating node can't fork, poison, or move the agreed state. Every write is signed, attributable, and exactly replayable. Architected for large swarms; bit-exact by construction.
This module allows to base replenishments quantities (on stock locations) on average daily sales
OpenTelemetry Anthropic instrumentation
Orqis SDK - one line to stream AI agent traces to Orqis self-healing ops
Unified Agent Core — declarative agent manifests, pluggable registries, and interfaces for the AgentForge harness.
Production-grade LLM agent framework — reliable, observable, and secure by default
Read-only staleness/orphan/duplicate/retrievability checks for a single pgvector, Qdrant, or Chroma index.
Bi-temporal RAG platform: cited, temporally-correct answers plus system-time replay. Self-hostable memory and audit layer for AI agents.
Build semantic search, multi-provider question answering, and REST APIs over your documents in a few lines of Python.
Sentinel AI — client SDK for AI agent governance & identity. Sign agent actions with Ed25519 and enforce them through the Sentinel authorization gateway. Private beta: [email protected]
Anthropomorphic psychology engine built on SPL Pure Core V8.0 — deterministic emotion, trauma, memory, trust, and defense mechanisms.
Swap between LLM providers (Groq, OpenAI, Anthropic) through one interface, with automatic fallback and optional schema validation.
TAPM v2 hook for Anthropic (in-process library instrumentation)
TechTide Swarm 357 — layered orchestration, durable memory bridge, and observability hooks.
Time-aware semantic LLM cache — automatically invalidates stale AI answers
THEMIS — Retrieval-grounded LLM for Indian statutory law (BNS, BNSS, BSA, IPC, RTI)
Library to systematically track and evaluate LLM based applications.
Client SDK for Warden — build and sign canonical Warden delegation tokens, and route agent frameworks through the Warden MCP proxy.
Own your LLM's web search: a local search -> fetch -> rank pipeline that replaces hosted web_search tools at a fraction of the cost
Phronesis review: compare features, pricing, use cases, access model, and alternatives for this Model Context Protocol (MCP) agent in 2026. A neutral decision-assurance layer for autonomous agent actions.
ApparelHub MCP server: workflow-level tools that let an AI agent design apparel, build products, and sync them to sales channels through the ApparelHub platform.
Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion for the verified caller.
Loopback bidirectional Anthropic/OpenAI API proxy with tool-call validation and multi-provider routing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Next-Generation Non-Custodial M-of-N MPC Security & x402 USDC Payment Infrastructure for Autonomous AI Agents
This package contains the LangChain.js integrations for Anthropic via the anthropic-ai/sdk package.
NexusGenesis Agent Autonomous Key Security — PQC (Dilithium2) keys, AES-256-GCM encryption, three-tier key derivation, and human takeover. Private keys never leave the agent/browser.
Klyrune — agentic terminal assistant with multi-provider support (OpenAI, Anthropic, DeepSeek, 9Router, custom endpoints), tools, sessions, memory, todos and plan/build modes.
TypeScript agents you can ship this week — with a clean path to production controls when you need them. Simple Agent API (createAgent) plus advanced Agent Framework.
Noir model — optional bounded single-shot LLM layer (anthropic / openai / openai-compatible); agent loops are impossible by design.
OpenAI Agents SDK-backed AgentHarness implementation for @salesforce/sfdx-agent-sdk
A lightweight terminal chat agent built on the OpenAI Responses API through the official @eliware/openai client.
TypeScript runner for Sovara — wrap a script in a single function to record every LLM call, tool invocation, and log line into a structured run graph.
Provider adapters for AgentsKit.
Offline BPE tokenizer for OpenAI, Anthropic, and Gemini — zero dependencies
Open-source CRM control plane and safety toolbox for AI agents: deterministic audits, reviewable patch plans, approval-gated write-back, conflict detection, and entity resolution for HubSpot and Salesforce.
Outlook Assistant — MCP server with 22 tools for email, calendar, contacts, and settings via Microsoft Graph API
<div align="center"> <h1>Nx Plugin for AWS</h1> <h3>Build full-stack AWS apps in minutes</h3> <a href="https://opensource.org/licenses/Apache-2.0"> <img src="https://img.shields.io/badge/License-Apache%202.0-yellowgreen.svg" alt="Apa
Umbrella package for the Agent Framework (TypeScript): one install for the core, the OpenAI / Anthropic / Foundry providers, MCP, A2A and hosting, each re-exported under a subpath.
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing.
Type-safe LLM-powered functions. Write intelligent functions with decorators, not agents.
A deterministic Python library for parsing, normalizing, and validating brokerage statements across brokers and statement formats.
Local multi-client RAG server over the Model Context Protocol
Local-first, LLM-first graph knowledgebase: embedded Cypher engine, MCP tool contract, token-frugal GraphRAG retrieval
LiteLLM proxy logging callback that appends request telemetry to DuckLake tables through an Arrow Flight SQL endpoint
Resilient Multi-Provider LLM Fallback Router (DeepSeek, OpenAI, Ollama, Anthropic).
Local collector for LLM token usage emitted through OpenTelemetry
Zero-dependency, stdlib-only Python client for rusty-server (threads, runs, SSE streaming, time travel, assistants, crons, KV store, durable tasks)
Synchronous and asynchronous WebSocket client transport for Swarmauri.
Offline-LLM natural-language control layer for the sweep stack. Routes user intent (chat / files) through a local LLM (vLLM/Ollama/llama.cpp) into validated sweep-tasks specs and executes them.