🇵🇭 Custom AI for the Philippines

AI Assistants Built for the Everyday Filipino

Create, customize, and deploy autonomous AI agents that understand Taglish, navigate local services like SSS & PhilHealth, and manage daily business operations with ease.

kita-ui // Agent Chat Panel
Active (kita-api)
U
Magkano po ba ang minimum contribution sa SSS ngayon, at paano ako magbabayad gamit ang GCash? Salamat!
K
Agent invoked search_memory tool (Query: "SSS contribution table 2026")

Hello! Para sa mga Self-Employed o Voluntary members ngayong 2026, ang pinakamababang buwanang contribution ay nagsisimula sa ₱560 (para sa Monthly Salary Credit na ₱4,000).

Para naman magbayad gamit ang GCash:

  1. Buksan ang SSS Mobile App o portal at kunin ang iyong PRN (Payment Reference Number).
  2. Buksan ang GCash at pumunta sa Bills > Government > SSS.
  3. I-enter ang PRN, halaga ng contribution, at membership type. tapos i-click ang Confirm!

Designed for Filipino Realities

Traditional AI often fails to understand local contexts. Kita Agents bridges the gap by focusing on everyday local workflows and native communication styles.

Negosyo Partner

Automate customer replies, check product availability, draft shipping details, and explain payment options via GCash or Maya in standard Taglish. Perfect for local online sellers.

Government Navigator

Answer complicated questions about SSS benefits, Pag-IBIG housing loans, PhilHealth contributions, and business permits. Helps your community navigate local agency processes without confusion.

Taglish & Dialect Support

Our agents are optimized to blend Tagalog and English naturally, adjusting their tone based on user input. No more rigid translations; talk to AI like you would to a neighbor.

The Technology Behind Kita

Kita Agents is powered by two lightweight, open-source components working in perfect synchronization.

Backend Engine

kita-api

A modern, hyper-fast FastAPI backend designed to handle the brainpower of your agents.

  • RAG Memory: Keeps long-term database memories of interactions.
  • Dynamic Toolset: Connects agents to web searches and system commands.
  • Resumable Uploads: TUS integration to upload massive guide files.
Frontend Panel

kita-ui

A beautiful, responsive Next.js web application to build, configure, and monitor your AI agents.

  • Agent Playground: Real-time streaming interface for testing prompts.
  • Knowledge Manager: Visual dashboard to upload and vector-embed files.
  • Execution Logs: Visual step-by-step display of what tools agents run.

System Architecture Flow

User / Operator kita-ui Dashboard kita-api Engine FastAPI Core Router LLM & Tool Orchestrator RAG Memory Vector Storage (PGVector) Background Tasks Hatchet Workflows Webhooks / SSE

Interact with Local Agents

Try out simulated, real-world examples of everyday Filipino agents in action. Select an assistant below to start the conversation.

Chat with Ate JoyceNegosyo Partner
kita-api // Execution Logs

Built for Developers and Creators

Setting up Kita in your project is simple. Deploy the FastAPI service and configure agents using our intuitive JSON schema.

import httpx

# Define SSS Government Navigator Agent
agent_data = {
    "name": "Kuya Dan - Gov Guide",
    "system_prompt": "You are an assistant helping Filipinos navigate SSS and Pag-IBIG benefits. Answer in Taglish.",
    "model": "gpt-4o-mini",
    "tools": ["search_memory", "web_search"]
}

# Register agent via local kita-api
response = httpx.post("http://localhost:8000/agents/", json=agent_data)
agent = response.json()
print(f"Created Agent: {agent['id']}")

# Run chat session
chat_response = httpx.post(
    f"http://localhost:8000/chat/{agent['id']}/message",
    json={"message": "Paano mag-claim ng SSS sickness benefit?"}
)
print(chat_response.json()["response"])
# Create agent with tools enabled
curl -X POST "http://localhost:8000/agents/" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "Ate Joyce - Negosyo Assistant",
    "system_prompt": "Help local businesses write customer replies and explain GCash payments. Speak Taglish.",
    "model": "gpt-4o-mini",
    "tools": ["search_memory"]
  }'

# Ask the agent a question
curl -X POST "http://localhost:8000/chat/agent-123/message" \
  -H "Content-Type: application/json" \
  -d '{
    "message": "May umorder po, paano ko ipadala GCash QR?"
  }'
{
  "id": "agent_sss_helper_01",
  "name": "Kuya Dan",
  "status": "active",
  "temperature": 0.3,
  "model_config": {
    "provider": "openai",
    "model_name": "gpt-4o-mini"
  },
  "knowledge_base": [
    "sss_contribution_brackets_2026.pdf",
    "pag_ibig_housing_loan_rates.txt"
  ]
}

Get in Touch

Have a question about Kita Agents or want to collaborate? Reach out through any of the channels below!

Contact Information

Let's discuss how we can build autonomous AI agents tailored for your business or local workflows.