langchain-aisearchapi 1.0.5

LangChain integration for AI Search API (LLM, Chat, tools, and chains).

🚀 LangChain + AI Search API Integration

Official LangChain integration for the AI Search API.
Bring semantic search, contextual answers, summarization, and intelligent agents to your LangChain apps in minutes.

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✨ Features

• 🔑 One-Line Install – pip install langchain-aisearchapi
• 🤖 LLM Interface – Use AI Search API directly as a LangChain LLM
• 💬 Chat Model – Build conversations with memory & context
• 🛠️ Agent Tools – Add AI Search, Web Search, Summarization APIs as tools
• 📚 Prebuilt Chains – Research, Q&A, fact-checking, and summaries out of the box

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🔑 Get Started

1. 🆕 Sign Up
2. 🔑 Log In
3. 📊 Dashboard → Copy your API key

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⚡ Installation

pip install langchain-aisearchapi

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🚀 Quick Examples

LLM Usage

from langchain_aisearchapi import AISearchLLM

llm = AISearchLLM(api_key="your-key")
print(llm("Explain semantic search in simple terms"))

Conversational Chat

from langchain_aisearchapi import AISearchChat
from langchain.schema import HumanMessage

chat = AISearchChat(api_key="your-key")
messages = [
    HumanMessage(content="What is LangChain?"),
    HumanMessage(content="Why do developers use it?")
]
response = chat(messages)
print(response.content)

Tool + Agent

from langchain_aisearchapi import AISearchTool, AISearchLLM
from langchain.agents import initialize_agent, AgentType

tool = AISearchTool(api_key="your-key")
llm = AISearchLLM(api_key="your-key")

agent = initialize_agent(
    tools=[tool],
    llm=llm,
    agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION,
    verbose=True
)
print(agent.run("Find the latest SpaceX launch details"))

Research Chain

from langchain_aisearchapi import create_research_chain

research = create_research_chain(api_key="your-key")
print(research.run("Breakthroughs in AI search 2024"))

Summarization

from langchain_aisearchapi import AISearchLLM

llm = AISearchLLM(api_key="your-key")
summary = llm("Summarize this text: AI search connects context and meaning in queries.")
print(summary)

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🛠️ Components

Component	Description	Use Case
AISearchLLM	AI Search API as an LLM	Completions, text generation
AISearchChat	Chat model with context	Assistants, multi-turn chats
AISearchTool	Search / Web Search API tool	Agents, workflows
create_research_chain()	Prebuilt chain	Research & reporting
Summarization API	Text summarization	Notes, abstracts

📘 Docs: AI Search API Documentation

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❗ Troubleshooting

• No API key? → Sign up
• Issues with key? → Check Dashboard
• Rate limited? → Add retries (e.g. with tenacity)

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📚 Resources

• 🌐 Homepage
• 📘 Documentation
• 📦 PyPI
• 📝 Blog

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🎉 Get Started Now

pip install langchain-aisearchapi

👉 Join now for a free API key and start building!

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Made with ❤️ for LangChain developers using the AI Search API.

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🔍 SEO Keywords

LangChain AI Search API integration, AI Search API Python package, semantic search LangChain, contextual AI LangChain, AI chatbot LangChain, summarization API LangChain, web search API LangChain, AI Search API key setup, summary API integration