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README

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  <img width="300" alt="Lamatic.ai" src="https://cdn.prod.website-files.com/65ef2805bd1160e6402b86cd/6620e093fe2e54612a3f5843_Logo%20white.svg">

Stack to Build Reliable AI Agents

Opensource SDK ♦️ Collaborative Studio ♦️ Serverless Deployment

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✨ About AgentKit

Deploy intelligent AI agents in minutes with enterprise-grade security, scalable architecture, and seamless integrations. Power everything from customer support to workflow automation with the future of agent-powered business.


📦 Available Kits

All contributions live in a flat kits/ directory. Each entry is a template (single flow), bundle (multi-flow, no UI), or kit (flows + runnable Next.js app) — distinguished by the type field in its lamatic.config.ts.

The section below is auto-generated from registry.json. To refresh it: node scripts/update-readme.mjs.

Total: 70 entries
22 kits (full apps)
6 bundles (multi-flow pipelines)
42 templates (single flows)


🚀 Kits (22)

Name Description Author Live Demo Path
AI Support Triage Engine Automated triage system that categorizes, analyzes sentiment, and drafts responses for customer support tickets. Yash Singhal Live Demo /kits/support-triage
ai-career-copilot AI-powered career assistant that analyzes resumes and provides personalized career guidance including skill analysis, job recommendations, learning roadmaps, project suggestions, and interview preparation. Durvankur Joshi /kits/ai-career-copilot
Blog Writing Automation Automate blog post generation and publishing via webhooks or schedules. Includes SEO optimization and CMS integration steps. Lamatic AI /kits/blog-automation
Code Review Agent Analyzes GitHub PRs for bugs, security vulnerabilities, and style issues using multi-step agentic reasoning. Soumik Live Demo /kits/code-review
Deep Research Customized agentic deep research across both internal and external data sources. Lamatic AI Live Demo /kits/deep-search
Embedded Chat It uses intelligent workflows to index PDFs and webpages, then provides an interactive chat interface where users can ask questions about their documents through a modern Next.js interface. Lamatic AI Live Demo /kits/embed-chat
Embedded Search It uses intelligent workflows to index PDFs and webpages, then provides an interactive chat interface where users can ask questions about their documents through a modern Next.js interface. Lamatic AI Live Demo /kits/embed-search
Embedded Sheets It uses intelligent workflows to analyze resumes, match candidates to job requirements, and provide detailed hiring recommendations through a modern Next.js interface. Lamatic AI Live Demo /kits/embed-sheets
Founder Lens Powerful 7-phase agentic startup research agent. Submit a startup idea and get a brutally honest investor-grade brief built from real web data — market size, competitors, customer complaints, dead startup postmortems, and a contrarian VC take. Then chat with your analysis using RAG-powered persistent memory. Andrew Dosumu Live Demo /kits/founder-lens
Generative AI It uses intelligent workflows to generate text, images, and JSON content through a modern Next.js interface with markdown rendering support. Lamatic AI Live Demo /kits/content-generation
Generative AI Generate text, JSON, or images intelligently based on the given context. Lamatic AI Live Demo /kits/generation
Grammar Assistant It allows you to select any text on any webpage and get real-time grammar corrections and suggestions through an elegant side panel interface. Lamatic AI /kits/grammar-extension
Hiring Automation It uses intelligent workflows to analyze resumes, match candidates to job requirements, and provide detailed hiring recommendations through a modern Next.js interface. Lamatic AI Live Demo /kits/hiring
Hiring Copilot Agent AI-powered recruiter assistant that screens candidates, analyzes resumes, and suggests hiring decisions reducing manual efforts. Anurag Bhoite Live Demo /kits/hiring-copilot-agent
Legal Assistant A legal assistant chatbot that summarizes legal context, provides references, and suggests next steps for informational use. Lamatic AI /kits/legal
Legal Assistant Ask legal research questions against your Lamatic-connected legal corpus and get an informational answer with citations, next steps, and a standing disclaimer. jasperan /kits/legal-assistant
Medical Assistant An AI-powered medical assistant chatbot that provides general medical information, symptom checks, and health guidance through a conversational interface built with Lamatic.ai. Lamatic AI /kits/medical-assistant
PageIndex NotebookLM — Vectorless Tree-Structured RAG Upload any PDF and chat with it using vectorless, tree-structured RAG powered entirely by Lamatic AI flows. No vector database, no external Python server, no chunking — just a hierarchical document index built from the table of contents. Saurabh Tiwari Live Demo /kits/pageindex-notebooklm
Poster Generation Naitik Kapadia /kits/poster-generator
Reddit Scout Search Reddit for real product reviews and opinions. Get structured summaries of what real users are saying about any product or topic. Reddit Scout Live Demo /kits/reddit-scout
Stock Analysis Kit Naitik Kapadia /kits/stock-analysis
System Design Analyzer AI-powered system design analyzer that identifies architectural issues and provides recommendations for scalable, resilient systems. Lamatic.ai /kits/system-design-analyzer

📦 Bundles (6)

Name Description Author Live Demo Path
Document Parsing Extract valuable insights from documents and unstructured information at scale. Naitik Kapadia /kits/document-parsing
GitHub Manager Extract information from the repository docs and use that to answer questions related to the project, automate issue triaging Vasistha Yadav /kits/github-manager
Internal Assistant Build an internal chatbot that finds precise answers within your company’s knowledge base. Naitik Kapadia /kits/assistants
Knowledge Chatbot A chat bundle that combines data source indexing with a knowledge chatbot interface. Naitik Kapadia /kits/sample-chatbot
RAG (Retrieval-Augmented Generation) Generate accurate responses using large volumes of structured and unstructured data Naitik Kapadia /kits/knowledge-chatbot
Semantic Search Perform natural language search ( aka vector search ) across structured and unstructured data effortlessly. Naitik Kapadia /kits/semantic-search

🧩 Templates (42)

Name Description Author Live Demo Path
Advertisement Poster Generation This intakes an image to provide analysis and advertisement poster as the output using multimodal and image generation models Naitik Kapadia /kits/advertisement-poster-generation
Article Summariser This workflow automates summarizing articles. It takes URLs, extracts content using Firecrawl, and generates concise summaries using an LLM, making it easier to quickly understand key points of long articles. Naitik Kapadia /kits/article-summariser
Blog Writer Agent This automation generates a blog on any given topic by searching the internet for the most relevant source, then writing the blog in the user's desired tone. Naitik Kapadia /kits/blog-writer-agent
Candidate Screener This AI-powered GitHub profile screening system automatically analyzes candidates' repositories, matches their experience and skills to job requirements, and generates personalized email responses - congratulating qualified candidates or providing feedback to those who don't meet the criteria. Naitik Kapadia /kits/candidate-screener
Caption Image This API accepts an image and metadata, then uses the image content to generate a caption. It enables systematic, consistent, and efficient captioning of large numbers of photographs, screenshots, or other images. Naitik Kapadia /kits/caption-image
Combined Keyword Search This flow adds keyword search (BM25 Search) to your website. It combines results from different vector databases, runs parallel searches, and returns the combined results to users. Naitik Kapadia /kits/combined-keyword-search
Currency Converter This flow builds a currency converter that fetches real-time exchange rates, enabling users to accurately convert between any currencies. Naitik Kapadia /kits/currency-converter
Custom Media Chatbot This flow builds a custom media-based chatbot that can answer questions based on your media file content in a ready-made chat interface, supporting text, JSON, HTML, and/or PDF files. Naitik Kapadia /kits/custom-media-chatbot
Document Chatbot This flow integrates a chatbot widget into your local application, enabling users to get answers based on provided docume

Extension points exported contracts — how you extend this code

AnalysisResult (Interface)
(no doc)
kits/review-analyzer/apps/app/popup/page.tsx
State (Interface)
(no doc)
kits/hiring/apps/components/ui/use-toast.ts
AddColumnDialogProps (Interface)
(no doc)
kits/embed-sheets/apps/components/add-column-dialog.tsx
Props (Interface)
(no doc)
kits/pageindex-notebooklm/apps/components/DocumentList.tsx
StockSuggestion (Interface)
(no doc)
kits/stock-analysis/apps/actions/orchestrate.ts
State (Interface)
(no doc)
kits/reddit-scout/apps/hooks/use-toast.ts
ShinyTextProps (Interface)
(no doc)
kits/mou-drafter/apps/components/ShinyText.tsx
TextareaProps (Interface)
(no doc)
kits/sre-incident-postmortem-agent/apps/components/ui/textarea.tsx

Core symbols most depended-on inside this repo

cn
called by 267
kits/stock-analysis/apps/lib/utils.ts
cn
called by 263
kits/embed-sheets/apps/lib/utils.ts
cn
called by 263
kits/legal/apps/lib/utils.ts
cn
called by 262
kits/review-analyzer/apps/lib/utils.ts
cn
called by 262
kits/hiring/apps/lib/utils.ts
cn
called by 262
kits/reddit-scout/apps/lib/utils.ts
cn
called by 262
kits/generation/apps/lib/utils.ts
cn
called by 262
kits/weekly-routine-coach/apps/lib/utils.ts

Shape

Function 4,826
Interface 134

Languages

TypeScript100%

Modules by API surface

kits/weekly-routine-coach/apps/components/ui/sidebar.tsx25 symbols
kits/stock-analysis/apps/components/ui/sidebar.tsx25 symbols
kits/review-analyzer/apps/components/ui/sidebar.tsx25 symbols
kits/reddit-scout/apps/components/ui/sidebar.tsx25 symbols
kits/legal/apps/components/ui/sidebar.tsx25 symbols
kits/hiring/apps/components/ui/sidebar.tsx25 symbols
kits/hiring-copilot-agent/apps/components/ui/sidebar.tsx25 symbols
kits/generation/apps/components/ui/sidebar.tsx25 symbols
kits/embed-sheets/apps/components/ui/sidebar.tsx25 symbols
kits/embed-search/apps/components/ui/sidebar.tsx25 symbols
kits/embed-chat/apps/components/ui/sidebar.tsx25 symbols
kits/deep-search/apps/components/ui/sidebar.tsx25 symbols

For agents

$ claude mcp add AgentKit \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact