Skip to content

Latest commit

 

History

History
197 lines (131 loc) · 6.3 KB

README.md

File metadata and controls

197 lines (131 loc) · 6.3 KB
Raw

logo

Dria Oracle Node

Dria Oracle Node serves LLM workflow tasks directly from smart-contracts.

Installation

Install Dria Oracle Node with:

cargo install --git https://github.com/firstbatchxyz/dria-oracle-node

Setup

Create an .env file by copying .env.example. You have to fill the following variables:

  • Get an RPC URL from a provider such as Alchemy or Infura, and set it as RPC_URL.
  • Provide an Ethereum wallet secret koy to SECRET_KEY, make sure it has funds to pay for gas and tokens.

Optionally, you can save gas costs using Arweave:

  • Provide an Arweave wallet so that you can use Arweave for large results. Alternatively, dont provide a wallet but instead set ARWEAVE_BYTE_LIMIT to a very large value. TODO: this should be done automatically if wallet does not exist

As for the LLM providers:

  • If you are using Ollama, make sure it is running and the host & port are correct.
  • If you are using OpenAI, make sure you provide the OPENAI_API_KEY.
  • If you are using Gemini, make sure you provide the GEMINI_API_KEY.
  • If you are using OpenRouter, make sure you provide the OPENROUTER_API_KEY.

Usage

After installatioon, a binary called dria-oracle will be created. You can see the available commands with:

dria-oracle help

The CLI provides several methods to interact with the oracle contracts.

Registration

To serve oracle requests, you MUST first register as your desired oracle type, i.e. generator or validator. These are handled by the registration commands register and unregister which accepts multiple arguments to register at once. You can then see your registrations with registrations command.

Here is an example:

# 1. Register as both generator and validator
dria-oracle register generator validator

# 2. See that you are registered
dria-oracle registrations

# 3. Unregister from validator
dria-oracle unregister validator

Note

You will need to have some tokens in your balance, which will be approved automatically if required by the register command.

Launching the Node

We launch our node using the start command, followed by models of our choice and the oracle type that we would like to serve. If we provide no oracle types, it will default to the ones that we are registered to.

dria-oracle start -m=gpt-4o-mini -m=llama3.1:latest

You can terminate the application from the terminal as usual (e.g. CTRL+C) to quit the node.

Using Arweave

To save from gas fees, an Oracle node can upload its response to Arweave and then store the transaction id of that upload to the contract instead. This is differentiated by looking at the response, and see that it is exactly 64 hexadecimal characters. It is then decoded from hex and encoded to base64url format, which can then be used to access the data at https//arweave.net/{txid-here}. This requires an Arweave wallet.

Following the same logic, the Oracle node can read task inputs from Arweave as well. This does not require an Arweave a wallet.

Viewing Tasks

You can view the status of a task by its task id:

dria-oracle view <task-id>

You can also view the task status updates between blocks with the tasks command. It accepts --from and --to arguments to indicate block numbers or tags, defaults from earliest block to latest block.

dria-oracle tasks                      # earliest to latest
dria-oracle tasks --from=100           # 100      to latest
dria-oracle tasks --to=100             # earliest to 100
dria-oracle tasks --from=100 --to=200  # 100      to 200

Balance & Rewards

At any time, you can see your balance with:

dria-oracle balance

As you respond to tasks, you will have rewards available to you. You can see & claim them using your node:

# print rewards
dria-oracle rewards

# claim all rewards
dria-oracle claim

Making a Request

Although the oracle is only supposed to serve requests made from other parties, it is also able to make requests from the CLI. See usage with the help option:

dria-oracle request -h

It mainly takes an input argument, followed by multiple model arguments:

dria-oracle request "What is 2+2?" gpt-4o-mini phi3:3.8b

The request command takes the following options:

  • --difficulty for the proof-of-work difficulty for oracles that are responding to this request; the higher this is the more fees it will take to make the request.
  • --num-gens number of generations requested.
  • --num-vals number of validations required per request.

Note

Making a request from the Oracle node is mainly for testing purposes, and you are not expected to use this command at all. Furthermore, it is only used to make plaintext requests, instead of larger ones via Arweave or more complex ones via Workflows.

There are 3 types of requests:

  • String: simple text
  • Chat: an object of the form {history_id: number, content: string} which uses a previous task as history; TODO: history > nextTaskId handled?
  • Workflow: a stringified Workflow object

Development

If you would like to contribute, please create an issue first! To start developing, clone the repository:

git clone https://github.com/firstbatchxyz/dria-oracle-node.git

Testing

Run tests with:

make test

Note that the tests make use of existing contracts, accessed via their contract addresses. The blockchain is forked locally to Anvil and tests are executed over them. Always make sure that you are using the latest contract addresses at src/contracts/addresses.rs. This is especially important if you keep getting "execution reverted" for no reason!

Documentation

You can view the inline documentation with:

make docs

Styling

Lint and format with:

make lint   # clippy
make format # rustfmt

License

This project is licensed under the Apache License 2.0.