Filament plugin
RAG Chatbot
A Laravel RAG chatbot plugin for Filament teams that need knowledge-grounded answers, URL and file ingestion, citation-aware responses, multi-bot management, and embeddable AI widgets.
Price
€49.99
Use cases
3
Stack
5 tools

Need visual agentic workflows, API connectors, and deep execution traces? Upgrade path: Agentic Chatbot builds on the same product family with advanced automation tooling.
Use cases
Built for the workflows buyers actually test
Each path is written for a real Filament or Laravel team, not a generic AI feature grid.
AI documentation chatbot for Laravel products
Turn product docs, help articles, and Markdown content into grounded answers with retrieval context and citations.
Customer support chatbot with a Filament control panel
Let support or product teams manage sources, review conversations, and adjust bot settings without direct database work.
pgvector chatbot for Laravel and Filament
Use PostgreSQL with pgvector or ChromaDB to run retrieval-backed chat while keeping admin operations in one panel.
System
A Filament-native control room
The page now mirrors the product: operational, visual, and built around the plugin surface instead of generic marketing boxes.
Filament chatbot management without bespoke CRUD
- Separate bots with unique prompts, providers, models, and retrieval tuning
- Public, member, and admin contexts with per-bot widget branding
- Conversation review, ingestion dashboards, and production safeguards
Laravel knowledge base ingestion for RAG
- Text, files, and URLs with queue-driven retries
- Support for Markdown, HTML, PDFs, and public web content
- Configurable top-k, similarity thresholds, and context budgets
Embeddable AI chatbot widgets for Laravel apps
- Single-script website embed plus NPM loader for SPAs
- Signed tokens, domain allowlists, and rate limiting
- Quick prompts, welcome text, and presentation controls
What you gain
- Answer customer questions using your real docs—not generic model hallucinations.
- Ship embeddable widgets in minutes instead of building admin CRUD yourself.
- Keep vector operations observable with doctor checks and queue visibility.
Built for
- Teams that need grounded support or documentation chatbots
- Products already standardized on Laravel, Filament, and pgvector/Chroma
- Founders who want a proven admin UX instead of wiring LangChain glue code
Requirements
One-time purchase
€49.99
Composer access, product updates, and the Filament listing flow stay tied to the official checkout.
FAQ
Decision details
How is this different from generic ChatGPT integrations?
Filament RAG focuses on your data: ingestion pipelines, retrieval tuning, citations, and Filament resources for day-two operations—not a single hard-coded prompt.
Can I run multiple bots?
Yes. Each bot can have its own sources, models, prompts, and widget branding, which is ideal for multi-product suites or customer-specific knowledge spaces.
Is there a health check command?
Run `php artisan filament-rag:doctor` after configuring your vector backend and queue to validate connectivity and core requirements.
Where can I read the full documentation?
Public docs live at filament-rag.heinerdevelops.tech/docs with quickstart, operations, and security guides.
Guides
Related implementation guides
Long-form notes for teams comparing Laravel and Filament plugin options before they buy or build.
Laravel RAG chatbot with pgvector and Chroma
Understand ingestion, retrieval tuning, vector storage, and citations.
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Plan public and authenticated widgets with Filament admin controls.
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