Tools

Galadriel framework comes with a set of tools out of the box. New tools are regularly added to the framework.

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Web3 Tools

Here is the list of market data API available as tools in the framework:

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Coingecko

Current provided set of tools related with Coingecko:

• GetCoinPriceTool: Retrieves the current price, market cap, 24hr volume, and 24hr change for a given cryptocurrency.
• GetCoinMarketDataTool: Retrieves market data for a given cryptocurrency.
• GetCoinHistoricalDataTool: Retrieves historical market data for a given cryptocurrency.
• FetchMarketDataPerCategoriesTool: Retrieves market data for cryptocurrencies in specific categories.
• FetchTrendingCoinsTool: Retrieves the current trending coins on CoinGecko.

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Dexscreener

Tools for interacting with the Dexscreener API to retrieve token information and market data.

• GetTokenDataTool: Retrieves and formats token data from the DexScreener API.

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Devnet mock

Tools for interacting with the Dexscreener API to retrieve token information and market data.

• fetch_mock_market_data: Fetches mocked market data for the Solana Devnet.

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Jupiter

Tool for swapping tokens on the Solana blockchain using the Jupiter Aggregator:

• SwapTokenTool: This tool allows an agent to swap one token for another.

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Solana

Set of tools for managing user token balances on the Solana blockchain

• GetUserBalanceTool: Updates the balance of a specific token for a given user.
• GetAdminWalletAddressTool: Retrieves the wallet address of the admin.
• BuyTokenWithSolTool (Raydium CPMM): Tool for buying tokens using SOL on Raydium CPMM.
• SellTokenForSolTool (Raydium CPMM): Tool for selling tokens for SOL using Raydium CPMM.
• BuyTokenWithSolTool (Raydium AMM V4): Tool for buying tokens using SOL on Raydium AMM V4.
• SellTokenForSolTool (Raydium AMM V4): Tool for selling tokens for SOL using Raydium AMM V4.

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Composio Tools

Composio is a service for connecting AI Agents to hundreds external tools like Gmail, GitHub, Salesforce, etc. Each of these tools can be added by it’s name by using convert_action helper.

Galadriel framework empowers you to use any tool from Composio, here’s how to do it:

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How to use

from galadriel.tools.composio_converter import convert_action
composio_weather_tool = convert_action(
    os.getenv("COMPOSIO_API_KEY"), "WEATHERMAP_WEATHER"
)

agent = CodeAgent(
    model=model,
    tools=[composio_weather_tool],
)

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Langchain Tools

Galadriel framework allows you to use any tool from Langchain.

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How to use

Take the following example where we convert the langchain’s wikipedia tool:

from galadriel.core_agent import Tool
from langchain_community.tools import WikipediaQueryRun
from langchain_community.utilities import WikipediaAPIWrapper

api_wrapper = WikipediaAPIWrapper(top_k_results=1, doc_content_chars_max=100)
tool = WikipediaQueryRun(api_wrapper=api_wrapper)
wikipedia_tool = Tool.from_langchain(langchain_tool=tool)

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Retriever tool

Retriever provides access to loaded documents, which can be queried to retrieve knowledge.

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How to use

# Load documents: https://python.langchain.com/docs/tutorials/rag/#loading-documents
# Split documents: https://python.langchain.com/docs/tutorials/rag/#splitting-documents

retriever_tool = RetrieverTool(docs)
agent = CodeAgent(
    tools=[retriever_tool], model=model, max_steps=4, verbosity_level=2
)

Check out Agentic RAG where RetrieverTool is used to build an agent that leverages a knowledge base.

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Twitter/X Tools

Galadriel provided multiple tools to build Twitter/X agents:

• TwitterPostTool for posting a new tweet
• TwitterRepliesTool for replying to existing tweet
• TwitterGetPostTool for fetching a specific tweet by its ID
• TwitterSearchTool which searches tweets based on a provided query

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Conclusion

Galadriel provides a robust set of built-in tools, covering Web3, AI-powered integrations, retrieval-augmented generation, and social media automation. With support for external platforms like Composio and Langchain, the framework enables seamless interaction with a wide range of services. As new tools continue to be added, Galadriel remains a powerful and evolving solution for building AI-driven applications. Stay updated with the latest additions and enhancements by following the official repository.