brain-agent 0.1.4

Cognitive processing system for HEAVEN - Handles knowledge synthesis across any corpus size

Brain Agent

Neural-inspired knowledge retrieval system built on heaven-base.

Overview

Brain Agent provides a sophisticated system for organizing and querying knowledge from document collections. It uses a "neural" metaphor where documents become "neurons" that can be activated based on relevance to queries.

Components

• BrainAgent: Main agent class for knowledge retrieval
• CognizeTool: Identifies relevant neurons for a query
• InstructTool: Generates instructions from activated neurons
• QueryBrainTool: Simple interface for querying registered brains
• SynthesizerReplicant: Alternative replicant-based interface

Installation

# Install heaven-base first
pip install git+https://github.com/sancovp/heaven-base.git@v1.2.0

# Install brain-agent
pip install -e .

Usage

from brain_agent import BrainAgent, register_brain

# Register a brain (document collection)
register_brain(
    directory="/path/to/documents",
    brain_name="my_knowledge_base",
    chunk_size=-1  # whole files
)

# Create and query brain agent
agent = BrainAgent()
result = await agent.query("brain=my_knowledge_base query=What is machine learning?")

Dependencies

• heaven-base>=1.2.0 (for core agent framework)
• langchain-core (for message types)
• Various LLM providers (OpenAI, Google, etc.)

License

Private - All rights reserved.