MisakaNet LlamaIndex Integration

Search MisakaNet failure memory from LlamaIndex agents and query engines.

Installation

pip install llama-index-core

Quick Start

from integrations.llamaindex.misakanet_tool import misakanet_search

# Direct function call
result = misakanet_search("TypeErrCannot read property of undefined")
print(result)

With LlamaIndex Agent

from llama_index.core.agent import ReActAgent
from llama_index.llms.openai import OpenAI
from integrations.llamaindex.misakanet_tool import get_misakanet_tool

# Create tool and LLM
tool = get_misakanet_tool()
llm = OpenAI(model="gpt-4")

# Create agent with MisakaNet tool
agent = ReActAgent.from_tools([tool], llm=llm, verbose=True)

# Agent will search MisakaNet when encountering errors
response = agent.chat("Fix this error: CUDA out of memory")
print(response)

Module-Level Tool Instance

from integrations.llamaindex.misakanet_tool import misakanet_search_tool

if misakanet_search_tool:
    # Tool is ready to use
    result = misakanet_search_tool("npm ERESOLVE dependency conflict")

Configuration

Environment Variable	Description	Default
MISAKANET_SEARCH_URL	Search API endpoint	https://misakanet.dev/api/search
MISAKANET_API_KEY	API key for authenticated requests	None

Programmatic Configuration

from integrations.llamaindex.misakanet_tool import misakanet_search

result = misakanet_search(
    query="Docker permission denied",
    endpoint="http://localhost:8000/api/search",
    api_key="your-api-key",
    max_results=5,
)

API Reference

misakanet_search(query, max_results=3, endpoint=None, api_key=None)

Search MisakaNet for failure lessons matching the query.

Parameters:

• query (str): Error description or failure pattern
• max_results (int): Max results to return (1-10, default: 3)
• endpoint (str, optional): Custom search endpoint URL
• api_key (str, optional): API key for authenticated requests

Returns: Formatted string with matching lessons and solutions.

get_misakanet_tool()

Create a LlamaIndex FunctionTool for MisakaNet search.

Returns: FunctionTool instance ready for use with LlamaIndex agents.

Raises: ImportError if llama_index is not installed.

Related Issues

• Implements #1178