| Name | langchain-aisearchapi JSON |
| Version |
1.0.5
JSON |
| download |
| home_page | None |
| Summary | LangChain integration for AI Search API (LLM, Chat, tools, and chains). |
| upload_time | 2025-08-30 20:18:17 |
| maintainer | None |
| docs_url | None |
| author | AI Search API Team |
| requires_python | >=3.9 |
| license | MIT License
Copyright (c) 2025 aisearchapi
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE. |
| keywords |
ai agents
ai chatbot
ai search api
aisearchapi
automation
chat models
contextual ai
contextual search
fact checking
intelligent agents
langchain
langchain-extension
langchain-integration
langchain-tools
large language models
llm
nlp
python ai
question answering
research chain
search api
semantic search
summarization api
summary api
web search api
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
# 🚀 LangChain + AI Search API Integration
[](https://pypi.org/project/langchain-aisearchapi/)
[](https://www.python.org/)
[](LICENSE)
Official **LangChain integration** for the [AI Search API](https://aisearchapi.io?utm_source=pypi).
Bring **semantic search**, **contextual answers**, **summarization**, and **intelligent agents** to your LangChain apps in minutes.
---
## ✨ 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
---
## 🔑 Get Started
1. [🆕 Sign Up](https://app.aisearchapi.io/join?utm_source=pypi)
2. [🔑 Log In](https://app.aisearchapi.io/login?utm_source=pypi)
3. [📊 Dashboard](https://app.aisearchapi.io/dashboard?utm_source=pypi) → Copy your API key
---
## ⚡ Installation
```bash
pip install langchain-aisearchapi
```
---
## 🚀 Quick Examples
### LLM Usage
```python
from langchain_aisearchapi import AISearchLLM
llm = AISearchLLM(api_key="your-key")
print(llm("Explain semantic search in simple terms"))
```
### Conversational Chat
```python
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
```python
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
```python
from langchain_aisearchapi import create_research_chain
research = create_research_chain(api_key="your-key")
print(research.run("Breakthroughs in AI search 2024"))
```
### Summarization
```python
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)
```
---
## 🛠️ 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](https://docs.aisearchapi.io?utm_source=pypi)
---
## ❗ Troubleshooting
- **No API key?** → [Sign up](https://app.aisearchapi.io/join?utm_source=pypi)
- **Issues with key?** → Check [Dashboard](https://app.aisearchapi.io/dashboard?utm_source=pypi)
- **Rate limited?** → Add retries (e.g. with [tenacity](https://pypi.org/project/tenacity/))
---
## 📚 Resources
- [🌐 Homepage](https://aisearchapi.io?utm_source=pypi)
- [📘 Documentation](https://docs.aisearchapi.io?utm_source=pypi)
- [📦 PyPI](https://pypi.org/project/langchain-aisearchapi/)
- [📝 Blog](https://aisearchapi.io/blog/)
---
## 🎉 Get Started Now
```bash
pip install langchain-aisearchapi
```
👉 [Join now](https://app.aisearchapi.io/join?utm_source=pypi) for a free API key and start building!
---
Made with ❤️ for LangChain developers using the AI Search API.
---
## 🔍 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
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"description": "# \ud83d\ude80 LangChain + AI Search API Integration\n\n[](https://pypi.org/project/langchain-aisearchapi/) \n[](https://www.python.org/) \n[](LICENSE)\n\nOfficial **LangChain integration** for the [AI Search API](https://aisearchapi.io?utm_source=pypi). \nBring **semantic search**, **contextual answers**, **summarization**, and **intelligent agents** to your LangChain apps in minutes.\n\n---\n\n## \u2728 Features\n\n- \ud83d\udd11 **One-Line Install** \u2013 `pip install langchain-aisearchapi` \n- \ud83e\udd16 **LLM Interface** \u2013 Use AI Search API directly as a LangChain LLM \n- \ud83d\udcac **Chat Model** \u2013 Build conversations with memory & context \n- \ud83d\udee0\ufe0f **Agent Tools** \u2013 Add AI Search, Web Search, Summarization APIs as tools \n- \ud83d\udcda **Prebuilt Chains** \u2013 Research, Q&A, fact-checking, and summaries out of the box \n\n---\n\n## \ud83d\udd11 Get Started\n\n1. [\ud83c\udd95 Sign Up](https://app.aisearchapi.io/join?utm_source=pypi) \n2. [\ud83d\udd11 Log In](https://app.aisearchapi.io/login?utm_source=pypi) \n3. [\ud83d\udcca Dashboard](https://app.aisearchapi.io/dashboard?utm_source=pypi) \u2192 Copy your API key \n\n---\n\n## \u26a1 Installation\n\n```bash\npip install langchain-aisearchapi\n```\n\n---\n\n## \ud83d\ude80 Quick Examples\n\n### LLM Usage\n```python\nfrom langchain_aisearchapi import AISearchLLM\n\nllm = AISearchLLM(api_key=\"your-key\")\nprint(llm(\"Explain semantic search in simple terms\"))\n```\n\n### Conversational Chat\n```python\nfrom langchain_aisearchapi import AISearchChat\nfrom langchain.schema import HumanMessage\n\nchat = AISearchChat(api_key=\"your-key\")\nmessages = [\n HumanMessage(content=\"What is LangChain?\"),\n HumanMessage(content=\"Why do developers use it?\")\n]\nresponse = chat(messages)\nprint(response.content)\n```\n\n### Tool + Agent\n```python\nfrom langchain_aisearchapi import AISearchTool, AISearchLLM\nfrom langchain.agents import initialize_agent, AgentType\n\ntool = AISearchTool(api_key=\"your-key\")\nllm = AISearchLLM(api_key=\"your-key\")\n\nagent = initialize_agent(\n tools=[tool],\n llm=llm,\n agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION,\n verbose=True\n)\nprint(agent.run(\"Find the latest SpaceX launch details\"))\n```\n\n### Research Chain\n```python\nfrom langchain_aisearchapi import create_research_chain\n\nresearch = create_research_chain(api_key=\"your-key\")\nprint(research.run(\"Breakthroughs in AI search 2024\"))\n```\n\n### Summarization\n```python\nfrom langchain_aisearchapi import AISearchLLM\n\nllm = AISearchLLM(api_key=\"your-key\")\nsummary = llm(\"Summarize this text: AI search connects context and meaning in queries.\")\nprint(summary)\n```\n\n---\n\n## \ud83d\udee0\ufe0f Components\n\n| Component | Description | Use Case |\n|-----------|-------------|----------|\n| **AISearchLLM** | AI Search API as an LLM | Completions, text generation |\n| **AISearchChat** | Chat model with context | Assistants, multi-turn chats |\n| **AISearchTool** | Search / Web Search API tool | Agents, workflows |\n| **create_research_chain()** | Prebuilt chain | Research & reporting |\n| **Summarization API** | Text summarization | Notes, abstracts |\n\n\ud83d\udcd8 Docs: [AI Search API Documentation](https://docs.aisearchapi.io?utm_source=pypi)\n\n---\n\n## \u2757 Troubleshooting\n\n- **No API key?** \u2192 [Sign up](https://app.aisearchapi.io/join?utm_source=pypi) \n- **Issues with key?** \u2192 Check [Dashboard](https://app.aisearchapi.io/dashboard?utm_source=pypi) \n- **Rate limited?** \u2192 Add retries (e.g. with [tenacity](https://pypi.org/project/tenacity/)) \n\n---\n\n## \ud83d\udcda Resources\n\n- [\ud83c\udf10 Homepage](https://aisearchapi.io?utm_source=pypi) \n- [\ud83d\udcd8 Documentation](https://docs.aisearchapi.io?utm_source=pypi) \n- [\ud83d\udce6 PyPI](https://pypi.org/project/langchain-aisearchapi/) \n- [\ud83d\udcdd Blog](https://aisearchapi.io/blog/) \n\n---\n\n## \ud83c\udf89 Get Started Now\n\n```bash\npip install langchain-aisearchapi\n```\n\n\ud83d\udc49 [Join now](https://app.aisearchapi.io/join?utm_source=pypi) for a free API key and start building!\n\n---\n\nMade with \u2764\ufe0f for LangChain developers using the AI Search API.\n\n---\n\n## \ud83d\udd0d SEO Keywords\n\nLangChain 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\n",
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