Multi-bot command center
Manage public and internal assistants with dedicated IDs, activation flags, providers, model choices, and prompts.
Filament-native RAG plugin
Add a production-ready RAG chatbot to your Filament app.
Use Filament as the control plane for bots, sources, retrieval tuning, analytics, and branded chat widgets. Ship support assistants, internal copilots, and domain-specific help without building the admin layer from scratch.
Multi bot management
Source ingestion + reingest
Provider + model controls
Retrieval tuning
Embeddable chat widget
Setup checks + analytics
Built for real deployments
More than a widget: a control plane for RAG assistants.
The plugin gives Laravel teams the operational layer around RAG: bot management, ingestion workflows, readiness checks, analytics, and customer-facing widget controls inside Filament.
Ingestion and re-ingestion
Create sources per bot, track status, and trigger bulk re-ingestion whenever content changes.
Setup checks and readiness
See whether chat and embedding credentials are valid before going live with customer traffic.
Bot usage metrics
Monitor conversations, message trends, source health, and citation coverage directly inside Filament.
Grounding and relevance tuning
Adjust retrieval behavior to improve response quality, confidence, and factual consistency.
Area-level branding controls
Customize style, copy, and behavior by area token with live desktop and mobile previews.
From install to launch
3 steps to ship a RAG assistant your app can own.
Create and configure bots
Define the bot purpose, public ID, provider, prompt, and model pairing for each use case.
Add knowledge sources
Ingest manual text, files, or documents, map content to specific bots, and maintain source quality over time.
Tune and preview the widget
Refine retrieval and style overrides, then validate the final chat experience with built-in live previews.
Deep operations view
Manage bot behavior, retrieval, and widget branding in one place.
Each bot can have its own provider, model, access rules, retrieval settings, and widget copy, so one Filament panel can power multiple assistant experiences.
- Provider credentials and model selection for chat and embeddings.
- Vector backend status and setup readiness checks.
- Context access controls for area targeting.
- Retrieval tuning to improve grounding and citations.
- Widget colors, prompts, and onboarding copy per experience type.
UI tour
Real plugin screens from source management to analytics.
Embeddable chat widget
Ship a branded chat experience — in any color mode.
The widget ships as a signed JS snippet and adapts to your brand palette. Light and dark themes are fully supported out of the box — preview both below.
☀ Light mode
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🌙 Dark mode
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Add AI support, copilots, and knowledge assistants to your Filament product.
Use this plugin as the operational backbone for customer support assistants, internal copilots, and domain-specific answer engines. It helps you ship a serious AI feature fast without pretending the plugin is your whole product.