Build autonomous AI agents,
visually
Connect tools, models, and logic on a canvas. The AI Agent node orchestrates everything — searching the web, querying knowledge bases, and routing decisions in real time.
Node Library
10 AI nodes, zero boilerplate
Every AI node handles auth, rate limiting, and real-time status updates out of the box. Drop one onto the canvas and start building.
Generate text with Google Gemini 2.5 Flash or Pro
Generate text with Moonshot AI — supports thinking models
Send messages to OpenClaw AI agents with memory, tools, and personality
Autonomous tool-calling agent — connect tools visually via the tool-call handle
AI-powered routing across multiple dynamic branches with a single model call
Extract structured key-value fields from unstructured text with AI
Search the web for real-time information with AI-optimised results
AI-powered web search, find similar pages, and extract clean content
Scrape, crawl, and extract structured data from any website at scale
Search your Qdrant vector knowledge base for semantically relevant chunks
Build autonomous AI agents,
visually
Connect tools, models, and logic on a canvas. The AI Agent node orchestrates everything — searching the web, querying knowledge bases, and routing decisions in real time.
Capabilities
Everything your AI needs to know
Built on Qdrant vector search and OpenAI embeddings, the knowledge base turns static documents into dynamic, queryable intelligence.
Semantic Search
Find the right content by meaning, not keywords. Cosine similarity ranking surfaces the most relevant chunks for any query.
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Multi-Format Support
Ingest PDF, TXT, and Markdown files out of the box. Automatic text extraction handles formatting differences across file types.
Workflow Integration
Use your knowledge base as a native node in any workflow. Search and upload documents programmatically with full template variable support.
Background Processing
Document ingestion runs as a durable background job via Inngest. Get real-time status updates as files move through the pipeline.
Source Attribution
Every search result includes the source filename, chunk content, and a similarity score from 0–1, so your AI can cite its sources.
Isolated Collections
Each knowledge base gets its own dedicated Qdrant collection. Data stays completely isolated per workspace and project.
Node Library
10 AI nodes, zero boilerplate
Every AI node handles auth, rate limiting, and real-time status updates out of the box. Drop one onto the canvas and start building.
Generate text with Google Gemini 2.5 Flash or Pro
Generate text with Moonshot AI — supports thinking models
Send messages to OpenClaw AI agents with memory, tools, and personality
Autonomous tool-calling agent — connect tools visually via the tool-call handle
AI-powered routing across multiple dynamic branches with a single model call
Extract structured key-value fields from unstructured text with AI
Search the web for real-time information with AI-optimised results
AI-powered web search, find similar pages, and extract clean content
Scrape, crawl, and extract structured data from any website at scale
Search your Qdrant vector knowledge base for semantically relevant chunks
Work smarter, not harder with Innflow
Start automating tasks today and give your team more time to focus on what matters.
Work smarter, not harder with Innflow
Start automating tasks today and give your team more time to focus on what matters.
Work smarter, not harder with Innflow
Start automating tasks today and give your team more time to focus on what matters.