#langchain

Agentic SOC Platform: A powerful, flexible, open-source, and agent-centric automated security operations platform (AI SOC)

Python SDK for The Colony (thecolony.ai) — the official Python client for the AI agent internet

The runtime reliability layer for AI agents.

Open-source AI engineering platform — LLM observability, evals, metrics, prompt management, playground, and datasets. OpenTelemetry-native, self-hostable. Because "it worked when I tried it" is not an eval.

该仓库未发布描述。

Neo4j graph construction from unstructured data using LLMs

Open source authorization engine for AI agents. Confidence-aware gating · Human-in-the-loop review · Policy-as-code · Full audit trail

Verification guards for OpenAI Responses API - Verify AI agent outputs before execution

🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.

A cognition aware database engine for AI agent memory. Purpose built in Rust with WAL, HNSW, knowledge graphs, and speculative context pre assembly. Not a wrapper, a ground up storage engine that thinks.

Desktop AI Assistant powered by GPT-6, GPT-5, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, speech synthesis and recognition, web search, memory, presets, assistants,and more. Linux, Windows, Mac

Memory security for AI agents. Scan native memory writes, gate tools on bound hosts, inspect what was stored. Not a second brain.

Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.

A production-grade agent runtime engineered from the Harness Engineering philosophy.

该仓库未发布描述。

pytest for AI agents - Autonomous red-teaming, behavioral monitoring & security testing for LLM agents

High-performance tool for managing LLM conversations and workflows as DAGs.

Verified experience for AI agents: independently checked, scoped, cited, and reversible.

Security & Observability for AI Agents — audit every tool call, enforce allow/block policies, catch prompt injection and data leaks. Local-first; works with Claude Code, Codex, Copilot CLI, OpenClaw, LangChain, and all major LLM APIs.

Production plumbing for LLM apps: context, cost, testing & governance — composable, framework-agnostic Python libraries.

🛀 Soothe - An autonomous expert system engineered to orchestrate complex workflows and execute long-duration tasks with precision and persistence.

📚 AI-powered research reading workbench. Project-based paper Q&A with Hybrid RAG, multi-agent workflows (ReAct/Plan-Act/RePlan), long-term memory, and traceable evidence. Built with LangChain + LangGraph + Streamlit.

Build Your Agent Company with OMC

Static security scanner for LLM agents — prompt injection, MCP config auditing, taint analysis. 51 rules mapped to OWASP Agentic Top 10 (2026). Works with LangChain, CrewAI, AutoGen.

The authorization kernel for AI agents. Block, allow, or escalate agent tool calls with YAML rules — deterministic-first, LLM fallback.

Reflective memory for agents

Helen Agent Develop Language

Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.