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Hexel Studio provides the infrastructure to build AI applications with persistent memory and searchable knowledge.

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What is Hexel Studio?

  • Knowledge Stores - Searchable document collections for RAG
  • Memory Stores - Persistent memory for AI agents and users
  • Data Sources - Connectors to sync external data

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Getting Started

Quickstart

Get up and running in 5 minutes

Platform Overview

Understand the architecture

Python SDK

Install and use the SDK

API Reference

Explore the API endpoints

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Quick Example

from hx import Client

client = Client()

# Search knowledge
results = client.knowledge.search(
    store_id="ks-your-store-id",
    query="How do I reset my password?",
    top_k=5
)

# Store memory
client.memory.add(
    store_id="ms-your-store-id",
    user_id="user_123",
    messages=[{"role": "user", "content": "My name is Alex."}]
)

# Search memory
memories = client.memory.search(
    store_id="ms-your-store-id",
    query="What is my name?",
    user_id="user_123"
)

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Key Concepts

ConceptDescription
OrganizationTop-level container for your company
WorkspaceProject container within an org
EnvironmentDev/staging/prod isolation
Knowledge StoreSearchable document collection
Memory StorePersistent user/agent memory