<p align="center">
  <a href="https://agentic.so">
    <img alt="Agentic" src="/docs/media/agentic-header.jpg" width="308">
  </a>
</p>

<p align="center">
  <em>AI agent stdlib that works with any LLM and TypeScript AI SDK.</em>
</p>

<p align="center">
  <a href="https://github.com/transitive-bullshit/agentic/actions/workflows/main.yml"><img alt="Build Status" src="https://github.com/transitive-bullshit/agentic/actions/workflows/main.yml/badge.svg" /></a>
  <a href="https://www.npmjs.com/package/@agentic/stdlib"><img alt="NPM" src="https://img.shields.io/npm/v/@agentic/stdlib.svg" /></a>
  <a href="https://github.com/transitive-bullshit/agentic/blob/main/license"><img alt="MIT License" src="https://img.shields.io/badge/license-MIT-blue" /></a>
  <a href="https://prettier.io"><img alt="Prettier Code Formatting" src="https://img.shields.io/badge/code_style-prettier-brightgreen.svg" /></a>
</p>

# Agentic <!-- omit from toc -->

- [Intro](#intro)
  - [Under the hood](#under-the-hood)
- [Docs](#docs)
- [AI SDKs](#ai-sdks)
  - [Vercel AI SDK](#vercel-ai-sdk)
  - [Mastra](#mastra)
  - [LangChain](#langchain)
  - [LlamaIndex](#llamaindex)
  - [Firebase Genkit](#firebase-genkit)
  - [Dexa Dexter](#dexa-dexter)
  - [OpenAI](#openai)
  - [GenAIScript](#genaiscript)
- [Tools](#tools)
- [Contributors](#contributors)
- [License](#license)

## Intro

Agentic is a **standard library of AI functions / tools** which are **optimized for both normal TS-usage as well as LLM-based usage**. Agentic works with all of the major TS AI SDKs (Vercel AI SDK, Mastra, LangChain, LlamaIndex, OpenAI SDK, etc).

Agentic clients like `WeatherClient` can be used as normal TS classes:

```ts
import { WeatherClient } from '@agentic/stdlib'

// Requires `process.env.WEATHER_API_KEY` (free from weatherapi.com)
const weather = new WeatherClient()

const result = await weather.getCurrentWeather({
  q: 'San Francisco'
})
console.log(result)
```

Or you can use these clients as **LLM-based tools** where the LLM decides when and how to invoke the underlying functions for you.

This works across all the leading AI SDKs via adapters. Here's an example using [Vercel's AI SDK](https://github.com/vercel/ai):

```ts
// sdk-specific imports
import { openai } from '@ai-sdk/openai'
import { generateText } from 'ai'
import { createAISDKTools } from '@agentic/ai-sdk'

// sdk-agnostic imports
import { WeatherClient } from '@agentic/stdlib'

const weather = new WeatherClient()

const result = await generateText({
  model: openai('gpt-4o-mini'),
  // this is the key line which uses the `@agentic/ai-sdk` adapter
  tools: createAISDKTools(weather),
  toolChoice: 'required',
  prompt: 'What is the weather in San Francisco?'
})

console.log(result.toolResults[0])
```

You can use our standard library of thoroughly tested AI functions with your favorite AI SDK – without having to write any glue code!

### Under the hood

All of the adapters (like `createAISDKTools` in this example) accept a very flexible var args of `AIFunctionLike` parameters, so you can pass as many tools as you'd like. An `AIFunctionLike` can be any agentic client instance, a single `AIFunction` selected from the client's `.functions` property (which holds an `AIFunctionSet` of available AI functions), or an AI function created manually via `createAIFunction`.

`AIFunctionLike` and `AIFunctionSet` are implementation details that you likely won't have to touch directly, but they're important primitives because they're designed to maximize flexibility when working with various AI functions coming from different places.

## Docs

Full docs are available at [agentic.so](https://agentic.so).

## AI SDKs

### Vercel AI SDK

[Agentic adapter docs for the Vercel AI SDK](https://agentic.so/sdks/ai-sdk)

### Mastra

[Agentic adapter docs for the Mastra AI Agent framework](https://agentic.so/sdks/mastra)

### LangChain

[Agentic adapter docs for LangChain](https://agentic.so/sdks/langchain)

### LlamaIndex

[Agentic adapter docs for LlamaIndex](https://agentic.so/sdks/llamaindex)

### Firebase Genkit

[Agentic adapter docs for Genkit](https://agentic.so/sdks/genkit)

### Dexa Dexter

[Agentic adapter docs for Dexter](https://agentic.so/sdks/dexter)

### OpenAI

[Agentic adapter docs for OpenAI](https://agentic.so/sdks/openai)

### GenAIScript

[Agentic support in GenAIScript](https://agentic.so/sdks/genaiscript)

## Tools

| Service / Tool                                                           | Package                     | Docs                                              | Description                                                                                                                                                                                                                                                    |
| ------------------------------------------------------------------------ | --------------------------- | ------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [Apollo](https://docs.apollo.io)                                         | `@agentic/apollo`           | [docs](https://agentic.so/tools/apollo)           | B2B person and company enrichment API.                                                                                                                                                                                                                         |
| [Bing](https://www.microsoft.com/en-us/bing/apis/bing-web-search-api)    | `@agentic/bing`             | [docs](https://agentic.so/tools/bing)             | Bing web search.                                                                                                                                                                                                                                               |
| [Calculator](https://github.com/josdejong/mathjs)                        | `@agentic/calculator`       | [docs](https://agentic.so/tools/calculator)       | Basic calculator for simple mathematical expressions.                                                                                                                                                                                                          |
| [Clearbit](https://dashboard.clearbit.com/docs)                          | `@agentic/clearbit`         | [docs](https://agentic.so/tools/clearbit)         | Resolving and enriching people and company data.                                                                                                                                                                                                               |
| [Dexa](https://dexa.ai)                                                  | `@agentic/dexa`             | [docs](https://agentic.so/tools/dexa)             | Answers questions from the world's best podcasters.                                                                                                                                                                                                            |
| [Diffbot](https://docs.diffbot.com)                                      | `@agentic/diffbot`          | [docs](https://agentic.so/tools/diffbot)          | Web page classification and scraping; person and company data enrichment.                                                                                                                                                                                      |
| [E2B](https://e2b.dev)                                                   | `@agentic/e2b`              | [docs](https://agentic.so/tools/e2b)              | Hosted Python code interpreter sandbox which is really useful for data analysis, flexible code execution, and advanced reasoning on-the-fly.                                                                                                                   |
| [Exa](https://docs.exa.ai)                                               | `@agentic/exa`              | [docs](https://agentic.so/tools/exa)              | Web search tailored for LLMs.                                                                                                                                                                                                                                  |
| [Firecrawl](https://www.firecrawl.dev)                                   | `@agentic/firecrawl`        | [docs](https://agentic.so/tools/firecrawl)        | Website scraping and structured data extraction.                                                                                                                                                                                                               |
| [Gravatar](https://docs.gravatar.com/api/profiles/rest-api/)             | `@agentic/gravatar`         | [docs](https://agentic.so/tools/gravatar)         | Gravatar profile API.                                                                                                                                                                                                                                          |
| [HackerNews](https://github.com/HackerNews/API)                          | `@agentic/hacker-news`      | [docs](https://agentic.so/tools/hacker-news)      | Official HackerNews API.                                                                                                                                                                                                                                       |
| [Hunter](https://hunter.io)                                              | `@agentic/hunter`           | [docs](https://agentic.so/tools/hunter)           | Email finder, verifier, and enrichment.                                                                                                                                                                                                                        |
| [Jina](https://jina.ai/reader)                                           | `@agentic/jina`             | [docs](https://agentic.so/tools/jina)             | URL scraper and web search.                                                                                                                                                                                                                                    |
| [LeadMagic](https://leadmagic.io)                                        | `@agentic/leadmagic`        | [docs](https://agentic.so/tools/leadmagic)        | B2B person, company, and email enrichment API.                                                                                                                                                                                                                 |
| [Midjourney](https://www.imagineapi.dev)                                 | `@agentic/midjourney`       | [docs](https://agentic.so/tools/midjourney)       | Unofficial Midjourney client for generative images.                                                                                                                                                                                                            |
| [Novu](https://novu.co)                                                  | `@agentic/novu`             | [docs](https://agentic.so/tools/novu)             | Sending notifications (email, SMS, in-app, push, etc).                                                                                                                                                                                                         |
| [People Data Labs](https://www.peopledatalabs.com)                       | `@agentic/people-data-labs` | [docs](https://agentic.so/tools/people-data-labs) | People & company data (WIP).                                                                                                                                                                                                                                   |
| [Perigon](https://www.goperigon.com/products/news-api)                   | `@agentic/perigon`          | [docs](https://agentic.so/tools/perigon)          | Real-time news API and web content data from 140,000+ sources. Structured and enriched by AI, primed for LLMs.                                                                                                                                                 |
| [Polygon](https://polygon.io)                                            | `@agentic/polygon`          | [docs](https://agentic.so/tools/polygon)          | Stock market and company financial data.                                                                                                                                                                                                                       |
| [PredictLeads](https://predictleads.com)                                 | `@agentic/predict-leads`    | [docs](https://agentic.so/tools/predict-leads)    | In-depth company data including signals like fundraising events, hiring news, product launches, technologies used, etc.                                                                                                                                        |
| [Proxycurl](https://nubela.co/proxycurl)                                 | `@agentic/proxycurl`        | [docs](https://agentic.so/tools/proxycurl)        | People and company data from LinkedIn & Crunchbase.                                                                                                                                                                                                            |
| [RocketReach](https://rocketreach.co/api/v2/docs)                        | `@agentic/rocketreach`      | [docs](https://agentic.so/tools/rocketreach)      | B2B person and company enrichment API.                                                                                                                                                                                                                         |
| [Searxng](https://docs.searxng.org)                                      | `@agentic/searxng`          | [docs](https://agentic.so/tools/searxng)          | OSS meta search engine capable of searching across many providers like Reddit, Google, Brave, Arxiv, Genius, IMDB, Rotten Tomatoes, Wikidata, Wolfram Alpha, YouTube, GitHub, [etc](https://docs.searxng.org/user/configured_engines.html#configured-engines). |
| [SerpAPI](https://serpapi.com/search-api)                                | `@agentic/serpapi`          | [docs](https://agentic.so/tools/serpapi)          | Lightweight wrapper around SerpAPI for Google search.                                                                                                                                                                                                          |
| [Serper](https://serper.dev)                                             | `@agentic/serper`           | [docs](https://agentic.so/tools/serper)           | Lightweight wrapper around Serper for Google search.                                                                                                                                                                                                           |
| [Slack](https://api.slack.com/docs)                                      | `@agentic/slack`            | [docs](https://agentic.so/tools/slack)            | Send and receive Slack messages.                                                                                                                                                                                                                               |
| [SocialData](https://socialdata.tools)                                   | `@agentic/social-data`      | [docs](https://agentic.so/tools/social-data)      | Unofficial Twitter / X client (readonly) which is much cheaper than the official Twitter API.                                                                                                                                                                  |
| [Tavily](https://tavily.com)                                             | `@agentic/tavily`           | [docs](https://agentic.so/tools/tavily)           | Web search API tailored for LLMs.                                                                                                                                                                                                                              |
| [Twilio](https://www.twilio.com/docs/conversations/api)                  | `@agentic/twilio`           | [docs](https://agentic.so/tools/twilio)           | Twilio conversation API to send and receive SMS messages.                                                                                                                                                                                                      |
| [Twitter](https://developer.x.com/en/docs/twitter-api)                   | `@agentic/twitter`          | [docs](https://agentic.so/tools/twitter)          | Basic Twitter API methods for fetching users, tweets, and searching recent tweets. Includes support for plan-aware rate-limiting. Uses [Nango](https://www.nango.dev) for OAuth support.                                                                       |
| [Weather](https://www.weatherapi.com)                                    | `@agentic/weather`          | [docs](https://agentic.so/tools/weather)          | Basic access to current weather data based on location.                                                                                                                                                                                                        |
| [Wikidata](https://www.wikidata.org/wiki/Wikidata:Data_access)           | `@agentic/wikidata`         | [docs](https://agentic.so/tools/wikidata)         | Basic Wikidata client.                                                                                                                                                                                                                                         |
| [Wikipedia](https://www.mediawiki.org/wiki/API)                          | `@agentic/wikipedia`        | [docs](https://agentic.so/tools/wikipedia)        | Wikipedia page search and summaries.                                                                                                                                                                                                                           |
| [Wolfram Alpha](https://products.wolframalpha.com/llm-api/documentation) | `@agentic/wolfram-alpha`    | [docs](https://agentic.so/tools/wolfram-alpha)    | Wolfram Alpha LLM API client for answering computational, mathematical, and scientific questions.                                                                                                                                                              |
| [ZoomInfo](https://api-docs.zoominfo.com)                                | `@agentic/zoominfo`         | [docs](https://agentic.so/tools/zoominfo)         | Powerful B2B person and company data enrichment.                                                                                                                                                                                                               |

> [!NOTE]
> All Agentic clients have been hand-crafted for minimal size, with very few relying on external dependencies aside from our native `fetch` wrapper, [ky](https://github.com/sindresorhus/ky).

For more details, see the [docs](https://agentic.so).

## Contributors

- [Travis Fischer](https://x.com/transitive_bs)
- [David Zhang](https://x.com/dzhng)
- [Philipp Burckhardt](https://x.com/burckhap)
- And all of these [amazing OSS contributors](https://github.com/transitive-bullshit/agentic/graphs/contributors):

<p align="center">
  <a href="https://github.com/transitive-bullshit/agentic/graphs/contributors">
    <img src="https://contrib.rocks/image?repo=transitive-bullshit/agentic&max=150" width="600" />
  </a>
</p>

## License

MIT © [Travis Fischer](https://x.com/transitive_bs)

To stay up to date or learn more, follow [@transitive_bs](https://x.com/transitive_bs) on Twitter.
