MervinPraison/PraisonAI

PraisonAI supports agents that research, plan, code, and execute tasks, with memory and RAG features.

github.com/MervinPraison/PraisonAI
MervinPraison/PraisonAI homepage screenshot

About MervinPraison/PraisonAI

PraisonAI is an open source Python framework for building agents that research, plan, code and execute tasks. It provides memory, knowledge input with RAG, support for 100+ LLMs, and controls for tools, guardrails, approvals, sandboxing and multi-agent handoffs.

Setup uses pip install and Python code, with examples showing use of an external LLM API key such as OPENAI_API_KEY. Described uses include research, code generation, content creation, data pipelines, support bots for Telegram, Discord and Slack, and multi-step workflow automation.

Key features

  • Build agents that research, plan, code and execute tasks
  • Built-in memory and knowledge-based RAG support
  • Connects to 100+ LLMs
  • Multi-agent task handoff with verification and self-correction
  • Tools, guardrails, approvals, hooks and sandbox controls
  • Deploy knowledge-backed bots on Telegram, Discord, Slack
Best for: Developers building Python-based autonomous agents and multi-agent workflows.
Good for
  • Open source Python code installable with pip
  • Built-in memory, knowledge input and RAG-related retrieval
  • Includes tool use, guardrails, approvals and sandbox options
Watch out for
  • Requires Python setup and an external LLM API key to run

MervinPraison/PraisonAI at a glance

Type
Open-source project
Pricing
Not confirmed. Check the site
Open source
Yes · Source code
Language
English
Last checked
Oct 6, 2026 · Online when checked
Listed
Oct 5, 2026

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MervinPraison/PraisonAI FAQ

How do I run a first agent?
Install praisonaiagents with pip, set OPENAI_API_KEY, then create an Agent in Python and call start with a task.
What tasks is it described for?
Research and analysis, code generation, content creation, data pipelines, support bots, and workflow automation.
Is the code open source?
Yes, it is distributed as a public GitHub repository.
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