LangChain integration for Pythia Oracle — on-chain calculated crypto indicators (EMA, RSI, Bollinger, Volatility) via Chainlink
Project description
langchain-pythia
LangChain integration for Pythia Oracle — on-chain calculated crypto indicators via Chainlink.
Access EMA, RSI, Bollinger Bands, Volatility, and more for 22 crypto tokens directly from your LangChain agents. Pythia is the first oracle delivering calculated technical indicators on-chain, not just prices. Includes Pythia Events (indicator alert subscriptions) and Pythia Visions (AI-calibrated market intelligence).
Installation
pip install langchain-pythia
Quick Start
from langchain_pythia import PythiaListTokensTool, PythiaTokenFeedsTool
# Use with any LangChain agent
tools = [PythiaListTokensTool(), PythiaTokenFeedsTool()]
# Or call directly
list_tool = PythiaListTokensTool()
print(list_tool.invoke(""))
feeds_tool = PythiaTokenFeedsTool()
print(feeds_tool.invoke({"engine_id": "bitcoin"}))
With a LangChain Agent
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
from langchain_pythia import (
PythiaListTokensTool,
PythiaTokenFeedsTool,
PythiaHealthCheckTool,
PythiaContractsTool,
PythiaPricingTool,
PythiaEventsInfoTool,
PythiaSubscribeInfoTool,
PythiaVisionsInfoTool,
PythiaVisionHistoryTool,
)
tools = [
PythiaListTokensTool(),
PythiaTokenFeedsTool(),
PythiaHealthCheckTool(),
PythiaContractsTool(),
PythiaPricingTool(),
PythiaEventsInfoTool(),
PythiaSubscribeInfoTool(),
PythiaVisionsInfoTool(),
PythiaVisionHistoryTool(),
]
llm = ChatOpenAI(model="gpt-4o")
agent = create_react_agent(llm, tools)
# Ask about on-chain indicators
response = agent.invoke(
{"messages": [{"role": "user", "content": "What RSI feeds does Pythia have for Bitcoin?"}]}
)
Available Tools
| Tool | Description |
|---|---|
PythiaListTokensTool |
List all 22 tracked tokens with status, uptime, and data sources |
PythiaTokenFeedsTool |
Get all indicator feed names (EMA, RSI, Bollinger, Volatility) for a token |
PythiaHealthCheckTool |
Per-token 30-day uptime, data source health, incident report |
PythiaContractsTool |
Contract addresses (operator, consumers, faucet, LINK) for on-chain integration |
PythiaPricingTool |
Pricing tiers and free trial faucet info |
PythiaEventsInfoTool |
Pythia Events overview — indicator alert subscriptions |
PythiaSubscribeInfoTool |
Plan a specific event subscription with cost and exact calls |
PythiaVisionsInfoTool |
Pythia Visions overview — 6 backtested patterns, accuracy, integration guide |
PythiaVisionHistoryTool |
Recent Visions fired for a token with pattern breakdown |
What Pythia Provides
- 484 indicator feeds across 22 tokens (BTC, SOL, TAO, RENDER, ONDO, AAVE, UNI, and more)
- 5 indicator types: EMA, RSI, Bollinger (upper/lower), Volatility, USD Price
- 4 timeframes: 5-minute, 1-hour, 1-day, 1-week
- On-chain delivery via Chainlink on Polygon
- Free trial via PythiaFaucet — no LINK needed, 5 requests/day
- Pythia Events: Subscribe to indicator conditions (ABOVE/BELOW thresholds), get triggered on-chain
- Pythia Visions: AI-calibrated market intelligence — 6 backtested patterns with 74-89% accuracy, FREE
Use Cases
- AI trading agents that need on-chain technical signals
- DeFi vault rebalancing based on RSI or volatility thresholds
- Risk management using Bollinger Band width
- Portfolio analysis with real-time calculated metrics
Related
- Pythia MCP Server — MCP integration for Claude, Cursor, VS Code
- Integration Examples — Solidity contracts with Hardhat
- Website & Feed Explorer
License
MIT
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file langchain_pythia-0.3.0.tar.gz.
File metadata
- Download URL: langchain_pythia-0.3.0.tar.gz
- Upload date:
- Size: 11.3 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.14.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
016191b63afda4e67d3cfd4e975d5a6b734e3b9fa9c88257c75b79bdb643febf
|
|
| MD5 |
afaf3c562a3d747165dca1b6797c98f9
|
|
| BLAKE2b-256 |
99919762b26897bf6faf23a1bbb3dd88335df2784f880b8ccd2ad86b2ef5c775
|
File details
Details for the file langchain_pythia-0.3.0-py3-none-any.whl.
File metadata
- Download URL: langchain_pythia-0.3.0-py3-none-any.whl
- Upload date:
- Size: 12.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.14.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
96eb022885a258ff45aa7f66f24d5bdc1d8a790753505283875189bcbcf1b2f0
|
|
| MD5 |
40bad4d3989696fc876d6a32cf1137ec
|
|
| BLAKE2b-256 |
ae085c09eab963c4fa2d2af3741a99f816c489afb77d6ebb96598be668ce7fc2
|