langchain-veroq 1.1.0

LangChain tools for VEROQ Intelligence API

langchain-veroq

LangChain tools for the VEROQ Intelligence API -- verified intelligence with confidence scores, bias ratings, and source analysis.

Installation

pip install langchain-veroq

Quick Start

from langchain_veroq import VeroqAskTool, VeroqVerifyTool

tools = [VeroqAskTool(), VeroqVerifyTool()]
# Use with any LangChain agent

Two tools cover 90% of use cases:

• VeroqAskTool -- ask any financial question in natural language
• VeroqVerifyTool -- fact-check any claim against verified intelligence

Full Agent Example

from langchain_openai import ChatOpenAI
from langchain.agents import AgentExecutor, create_openai_tools_agent
from langchain_core.prompts import ChatPromptTemplate
from langchain_veroq import VeroqAskTool, VeroqVerifyTool, VeroqSearchTool

tools = [
    VeroqAskTool(api_key="your-api-key"),
    VeroqVerifyTool(api_key="your-api-key"),
    VeroqSearchTool(api_key="your-api-key"),
]

prompt = ChatPromptTemplate.from_messages([
    ("system", "You are a financial research assistant with access to verified intelligence."),
    ("human", "{input}"),
    ("placeholder", "{agent_scratchpad}"),
])

llm = ChatOpenAI(model="gpt-4o")
agent = create_openai_tools_agent(llm, tools, prompt)
executor = AgentExecutor(agent=agent, tools=tools)

# Ask anything
result = executor.invoke({"input": "How is NVDA doing?"})
print(result["output"])

# Verify a claim
result = executor.invoke({"input": "Is it true that NVIDIA beat Q4 earnings?"})
print(result["output"])

Environment Variables

The tools accept api_key in the constructor. If omitted, the SDK checks these environment variables in order:

1. VEROQ_API_KEY
2. POLARIS_API_KEY

RAG with VeroqRetriever

from langchain_openai import ChatOpenAI
from langchain_core.prompts import ChatPromptTemplate
from langchain_core.runnables import RunnablePassthrough
from langchain_core.output_parsers import StrOutputParser
from langchain_veroq import VeroqRetriever

retriever = VeroqRetriever(api_key="your-api-key", category="ai_ml", limit=5)

chain = (
    {"context": retriever, "question": RunnablePassthrough()}
    | ChatPromptTemplate.from_template(
        "Answer based on these verified briefs:\n\n{context}\n\nQuestion: {question}"
    )
    | ChatOpenAI(model="gpt-4o")
    | StrOutputParser()
)

print(chain.invoke("Latest developments in AI?"))

Available Tools

Tool	Description
VeroqAskTool	Ask any financial question in natural language
VeroqVerifyTool	Fact-check a claim against verified intelligence
VeroqSearchTool	Search verified intelligence across 18 verticals
VeroqFullTool	Cross-reference data from 9 sources
VeroqFeedTool	Get latest briefs, filtered by category or source
VeroqBriefTool	Get a specific brief by ID with full analysis
VeroqEntityTool	Look up entities mentioned in coverage
VeroqExtractTool	Extract clean article content from URLs
VeroqCompareTool	Compare outlet coverage of the same story
VeroqForecastTool	AI-generated forecast for a topic
VeroqResearchTool	Deep research report on a query
VeroqTrendingTool	Trending topics across categories
VeroqContradictionsTool	Find contradictions across sources
VeroqEventsTool	Key events timeline for a topic
VeroqWebSearchTool	Search the open web
VeroqCrawlTool	Crawl and extract from a URL
VeroqTickerTool	Market data for a stock/crypto ticker
VeroqTickerResolveTool	Resolve company name to ticker symbol
VeroqTickerScoreTool	Sentiment score for a ticker
VeroqSectorsTool	Sector-level market analysis
VeroqPortfolioFeedTool	News feed filtered to a portfolio
VeroqEventsCalendarTool	Upcoming market-moving events
VeroqCandlesTool	OHLCV candle data
VeroqTechnicalsTool	Technical indicators for a ticker
VeroqMarketMoversTool	Top market movers
VeroqEconomyTool	Economic indicators (GDP, CPI, etc.)
VeroqCryptoTool	Crypto market data
VeroqDefiTool	DeFi protocol data
VeroqInsiderTool	Insider trading data
VeroqFilingsTool	SEC filings
VeroqAnalystsTool	Analyst ratings and price targets
VeroqCongressTool	Congressional trading data
VeroqInstitutionsTool	Institutional holdings
VeroqRunAgentTool	Run a marketplace agent
VeroqRetriever	LangChain retriever for RAG pipelines

Backward Compatibility

This package also exports all tools under their original Polaris* names for backward compatibility. Both VeroqSearchTool and PolarisSearchTool work identically.

Documentation

Full API docs at veroq.ai/docs