Full-stack templates

Starter Templates

Complete, downloadable RAG applications — a chat frontend (Next.js or Streamlit) wired to a runnable backend pipeline, with a Docker Compose setup and a step-by-step guide. Pick the combination that fits your use case and ship.

Docs Chatbot

Documentation Q&A

A streaming docs assistant — Next.js + hybrid RAG, grounded with citations.

FRONTENDNext.js
PIPELINEStandard RAG
STORAGEQdrant
COMPLEXITY
DEPLOY

Support Assistant

Customer support

An agentic support bot that decides when and what to retrieve — Next.js.

FRONTENDNext.js
PIPELINEAgentic RAG
STORAGEQdrant
COMPLEXITY
DEPLOY

Quick Chatbot

Internal Q&A

Zero-infra internal assistant — Streamlit + embedded Chroma.

FRONTENDStreamlit
PIPELINEStandard RAG
STORAGEChroma
COMPLEXITY
DEPLOY

No-DB Mini Bot

Tiny corpus, no infrastructure

BM25-only chatbot — Streamlit, no vector database at all.

FRONTENDStreamlit
PIPELINEVectorless
STORAGEBM25
COMPLEXITY
DEPLOY

Knowledge Assistant

Build-once knowledge base

Synthesized-wiki assistant for static corpora — Next.js + LLM Wiki.

FRONTENDNext.js
PIPELINELLM Wiki
STORAGEQdrant
COMPLEXITY
DEPLOY

Cloud Docs Bot

Managed / serverless deployment

Next.js + LlamaIndex over managed Pinecone — deploy without running infra.

FRONTENDNext.js
PIPELINEStandard RAG
STORAGEPinecone
COMPLEXITY
DEPLOY

Support Widget

Embeddable support

A floating support bot you can drop onto any app — Next.js, streaming.

FRONTENDNext.js
PIPELINEStandard RAG
STORAGEChroma
COMPLEXITY
DEPLOY

Sales Concierge

Lead gen & sales

A floating concierge over your landing page that answers and converts — Next.js.

FRONTENDNext.js
PIPELINEStandard RAG
STORAGEPinecone
COMPLEXITY
DEPLOY

Help Widget

In-app help

In-app help that answers without sending users away — Next.js, streaming.

FRONTENDNext.js
PIPELINEStandard RAG
STORAGEQdrant
COMPLEXITY
DEPLOY

Multimodal Analyst

PDF & Image Q&A

Vision-grounded assistant for PDFs, diagrams, and images — Next.js + Multi-modal RAG.

FRONTENDNext.js
PIPELINEMulti-modal
STORAGEQdrant
COMPLEXITY
DEPLOY

Graph Explorer

Relational Knowledge Graph

Connect the dots across complex relational data — Next.js + GraphRAG.

FRONTENDNext.js
PIPELINEGraphRAG
STORAGEQdrant
COMPLEXITY
DEPLOY