{"repo":"run-llama/llama-agents","free":true,"listed":false,"github":"https://github.com/run-llama/llama-agents","clone":"git clone https://github.com/run-llama/llama-agents.git","description":"Llama Agents + Workflows are an event-driven, async-first, step-based way to control the execution flow of AI applications like agents.","language":"Python","stars":442,"topics":["agentic-ai","agentic-framework","agentic-rag","agentic-workflow","agents","ai","event-driven","orchestration"],"license":"MIT","category":"ai-agents","readme_excerpt":"LlamaAgents An open-source framework for building and shipping document-centric agents in Python. Document workflows are messy. You're stitching together OCR, LLMs, structured extraction, classification, custom validation, and human review into pipelines that have to run reliably in production. The steps are slow and the payloads are heavy. A lot of the work is in-process Python: embedding models, image analysis, vision calls, custom heuristics that don't want to be a microservice. Standing up durable orchestration for that kind of workload is a project on its own, so most teams end up shoving the pipeline into a side process nobody else wants to integrate with. LlamaAgents is built on Agent Workflows , an event-driven orchestration library where steps are async Python functions that emit and consume events. Branch, loop, parallelize, persist state, recover from failures, all in plain Python with no DSL. Grows with you Document workloads have a wide range of shapes. Sometimes you're parsing five contracts in a notebook to prove a point. Others you're running a million invoices a month behind a customer's firewall, or you're iterating on extraction quality and shipping a new version every day. Agent Workflows is built to follow you across all of that without a rewrite. Start as a function you call from a script. Wrap it in a server when you need an API. Connect a coordination backend when you need durability. Turn on replication when you need to scale. And because it's a libra","default_branch":null,"files":null,"tree":[],"storefront":"/r/run-llama","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/run-llama/llama-agents/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}