vanaras-agent-framework 2.1.0

A lightweight, local-first agent framework for programmatic code execution and orchestration.

Vanaras AI — Agent Framework

Vanaras is a Local First, extensible agent framework for programmatic code tasks, tool execution, and memory-backed context. It provides a minimal planner, a code executor, a memory store (FAISS), and a sandboxed tools layer that agents call to read/write files, run code, and apply patches.

📚 Documentation

Full documentation is available at vanaras.ai (or run locally with npm start in website/).

• Getting Started
• Core Concepts
• API Reference

🚀 Key Features

• Local First: Designed to run with local LLMs (Ollama/Llama 3.1) by default. Privacy by design.
• Agentic Workflow: Don't just run scripts—orchestrate Planner, Developer, Critic, and Validator agents.
• Templates: 9 built-in templates for common use cases (RAG, Web Scraper, ETL, etc.).
• Memory: Built-in vector memory (FAISS) for long-term context.
• Dashboard: Real-time UI to monitor agent activities.

🛠️ Installation

pip install vanaras-agent-framework

Configure LLM (Local First)

1. Install Ollama: ollama.com
2. Pull Model: ollama pull llama3.1
3. Run: Vanaras connects to localhost:11434 automatically.

(Optional: Set VANARAS_LLM_URL and VANARAS_API_KEY for OpenAI)

⚡ Quick Start with CLI

The Interactive CLI is the heart of Vanaras. Just type what you want:

vanaras init my_agent
cd my_agent
vanaras run

Example Session:

🤖 Vanaras Agent Framework
💬 How can I help you today?
> Create a stock price tracker for AAPL and GOOGL. Save the report to markdown.

✨ Working on it...
[Planner] Creating plan...
[Developer] Writing code...
[Critic] Reviewing code...
✅ Done!

📖 Tutorials

We have comprehensive, fully agentic tutorials for every template:

1. Financial Analyst: Build an ETL pipeline.
2. Web Scraper: Track competitor prices.
3. Doc Generator: Auto-generate documentation.
4. RAG Agent: Chat with legal documents.
5. Code Analyzer: Audit legacy code.
6. Multi-Agent Crew: Orchestrate a marketing team.
7. Testing Framework: Auto-generate test suites.
8. API Client: Generate SDKs from OpenAPI.
9. CLI App: Build custom CLI tools.

Enterprise Features 🔒

Vanaras Enterprise provides:

• Security: SSO, RBAC, Audit Logging
• Scalability: Distributed execution
• Compliance: SOC 2, GDPR
• Support: 24/7 SLA

Contact Sales

License

Open Source: Apache 2.0 Enterprise: Proprietary

Community

• Discord
• GitHub Discussions
• Twitter

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Made with ❤️ by Vanaras AI