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Business agents
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Business agents — page 26 of 39
Visual Agent Workflow Engine — run AI agent pipelines from YAML configuration
The babysitter for your AI agents. Watches costs 24/7 and alerts you if something goes wrong.
A Python SDK for building multi-agent worlds that communicate through Slack.
Python SDK for the AgentTax API — sales tax, use tax, and capital gains for AI agents
The pytest of AI agents. Eval-driven testing for LLM applications.
Analyze AI agents to understand their performance and get improvement suggestions to make them better
Analyze AI agents to understand their performance and get improvement suggestions to make them better
Create a customer simulator (twin) based on a set of real conversations.
Production-grade multi-agent harness with LLM routing, memory, safety, and observability
Observability SDK for AI Agent Execution — catches hallucinations, silent failures, and missing executions
Production-grade AI agent framework — the Next.js for AI agents
A formal framework for governing autonomous AI agents through explicit resource constraints and temporal boundaries
A high-throughput and memory-efficient inference and serving engine for LLMs
Intelligent routing of LLM API calls across multiple providers with automatic fallbacks, cost optimization, and monitoring
Local knowledge base CLI with vector + keyword hybrid search and MCP support
A minimal, generic client for AI models (OpenAI, Anthropic, Google, xAI) with middleware support.
Package implementing adapter from DIAL Chat Completions API to Anthropic API
Python SDK for AINative Agent APIs - agents, swarm, memory, graph, vectors, chat, files, tables, threads, events
An asynchronous Python API client for LANraragi, written with aiohttp and pydantic for type validation.
Asynchronous object storage
LangChain toolkit for AiPayGent — 123 AI endpoints via x402 micropayments (USDC on Base)
LlamaIndex ToolSpec for AiPayGent — 123 AI endpoints via x402 micropayments (USDC on Base)
Anthropic provider for Airbender Python SDK
Specific software for Mistral beamline at ALBA Synchrotron
The LLM-Agnostic Agentic Framework
A reusable RAG package and optional Streamlit app for academic question answering.
The official Python library for the anthropic API
Unofficial Python SDK for Anthropic Admin API
MCP server for the Anthropic Admin API — manage your Claude org from any MCP-compatible client.
The official Python library for the anthropic API
The official Python library for the anthropic-bedrock API
Bridge Anthropic API to OpenRouter and OpenAI models.
A command-line tool for interacting with the Anthropic API
Drop-in replacement for the Anthropic SDK that silently handles Claude 4.6 breaking changes
An integration of Anthropic Claude models into the Haystack framework.
A lightweight wrapper around the Anthropic Python client for testing purposes
The official Python library for the anthropic API
Anthropic Tokens Counter - count tokens for Claude models
Fast local Claude tokenizer (Rust + PyO3). Falls back from Anthropic count_tokens API to embedded BPE tokenizer.
Simplifies the usage of Anthropic Claude's tool use by generating the schemas and parsing the responses for you.
Enterprise-grade RAG with Claude: Anthropic's reasoning AI + ZeusDB's high-performance vector storage with built-in safety.
Anthropic Auto Docstrings Generator
A thin, unified LLM abstraction layer. Call any LLM with a single API.
Anthropic Claude integration for APE (AI Programmatic Execution)
High-accuracy Structural RAG library using Abstract Syntax Trees (AST) for precise document navigation.
Python SDK for Aragora multi-agent debate framework
ArbitrageLab is a collection of algorithms from the best academic journals and graduate-level textbooks, which focuses on the branch of statistical arbitrage known as pairs trading. We have extended the implementations to include the latest methods that trade a portfolio of n-assets (mean-reverting portfolios).
The arc connecting you to every LLM. Minimal dependencies, maximum performance.
Provider-neutral asyncio toolkit for concurrent LLM calls with retries, coordinated rate limits, bounded streaming, resumable checkpoints, and deadlines.
An asynchronous handler for multiple LLM APIs
A Python library for making asynchronous LLM calls
ATE-GPT ('Ask, Think, Evaluate', powered by GPT) is a lightweight module for guiding a GPT-based LLM through a comprehensive thought process on any subject.
Universal LLM memory integration via LiteLLM - works with 100+ providers
Python SDK for Aura LLM Gateway - Open Responses API
A Python SDK for MCP tool integration with LLM providers
This is an autogen>=0.4 extension for integrating external models through the OpenAI API.
Guardrails for AI agents — hallucination detection, tool call validation, circuit breakers, rate limiting, and budget enforcement. One decorator. Any LLM framework.
A unified wrapper for multiple LLM APIs including OpenAI, Gemini, and Anthropic
Async Python wrapper for AWS Bedrock LLMs with caching, retries, and structured outputs
Anthropic Claude transport for Axio (direct API and Vertex AI)
Production RAG pipeline — grounded retrieval, source-cited answers, Precision@k + MRR eval
A simple, elegant Python framework for building AI agents with decorators, MCP support, and powerful utilities
General-purpose open-source RAG engine with multi-LLM, hybrid retrieval, GraphRAG, and MCP support
A Python package that provides an easier user interface for multiple LLM providers.
High-throughput scheduler & resilience toolkit for Azure OpenAI endpoints (queueing, rate-limit smoothing, backoff, tracing).
High-throughput parallel LLM agent execution with tool deduplication, structured output, and self-hosted inference support.
Unified LLM framework — 8 providers, reasoning models (thinking_budget), VLM-OCR, GraphRAG, ORPO fine-tuning, 80% test coverage
LangChain middleware for routing sensitive tool calls through Beav3r approvals.
Client library for the anthropic API with the AWS Bedrock endpoint.
Python client for AWS Bedrock Gateway with IAM authentication
Small, opinionated AWS Bedrock client wrapper: adaptive throttle, cache-aware cost tracking, and structured-output parse-and-repair. Single-cloud, single-purpose.
Audit and fix Anthropic prompt caching on AWS Bedrock through any abstraction stack.
Python SDK and CLI for BedrockRouter — use every AWS Bedrock model through a self-hosted proxy with friendly aliases and cost tracking
Low-level Python ergonomics for AWS Bedrock + Anthropic Claude: retries, cost ledger, streaming-error normalization.
Pythonic framework for AI agents. Build single agents or multi-agent teams with streaming events, parallel execution, and full observability.
High-performance JAX-based filtering for Dynamic Factor Stochastic Volatility (DFSV) models with functional architecture
A comprehensive Python library for managing AWS Bedrock Converse API interactions with multi-model support, intelligent retry logic, and parallel processing capabilities
BibleMate AI - Automate Your Bible Study; A headless version of BibleMate AI Agent Mode
BibleMate AI - Automate Your Bible Study; A headless version of BibleMate AI Agent Mode
Compatibility alias package for bijux-canon-agent. Preserves installs, imports, and the legacy bijux-agent PyPI package name and CLI command at the same synchronized version.
Compatibility alias package for bijux-canon-ingest. Preserves installs, imports, and the legacy bijux-rag PyPI package name and CLI command at the same synchronized version.
Bog Agents — a still-water agent framework. Patient by default, opinionated where it matters, batteries included. Build agents on top of any major LLM provider (Anthropic, OpenAI, Bedrock, Google, Mistral, Groq, DeepSeek) or run local with Ollama. 80+ middlewares, real subagents, file-system + shell + sandbox backends, MCP tooling, a typed config surface. Built on LangGraph; pass through in harmony.
Bog Agents Daemon — the patient watcher. Runs your bog-agents on cron schedules, file-change triggers, webhooks, and git push events; survives reboots, persists state, and reports back. Use it when you want an agent that wakes itself rather than waiting for you. Pass through in harmony.
SDK for scientific agents
Provider-agnostic LLM client with agentic capabilities. One interface, any provider.
Browser Bridge server and CLI for controlling a Chrome extension over WebSocket
A Python module for analyzing Bluesky posts and threads using AI models
An agent is just a for-loop. The simplest possible agent framework.
BuddyAI CLI — LLM-driven agentic framework powered by Claude
Library of modules used throughout the BugSwarm toolset
This is a reserved placeholder package to mitigate dependency confusion risks.
Auto-optimize LLM prompt caching. Save 60-90% on Claude, GPT & Gemini API costs.
Asynchronous, concurrent requests to the LLM REST APIs.
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines
Anthropic provider package for Celeste AI
Validate LLM responses with composable, production-ready checks
Pytest for your prompts — test, version and audit LLM outputs in pure Python
Chroma MCP server with Ollama embedding configuration
Interact with Google Chrome local storage