Give your AI instant
access to your knowledge
Upload PDFs, docs, and markdown files. Innflow converts them into searchable vector embeddings your AI agents can query in milliseconds.
Use Cases
Knowledge bases for every team
From HR policies to sales battlecards, any document your team relies on can become a queryable, AI-powered knowledge base.
Employee Knowledge Assistant
InternalLet employees ask questions about HR policies, engineering runbooks, and company handbooks in plain language — and get instant, cited answers.
AI Customer Support
SupportTrain your support bot on your help center articles and product documentation. Resolve common queries instantly, escalate complex ones to humans.
Research & Analysis
ResearchUpload reports, papers, and datasets to a knowledge base. Run structured queries and let AI synthesize insights across hundreds of documents.
Sales Enablement
SalesGive reps instant access to product specs, battle cards, and case studies. AI surfaces the right content for every prospect conversation.
Give your AI instant
access to your knowledge
Upload PDFs, docs, and markdown files. Innflow converts them into searchable vector embeddings your AI agents can query in milliseconds.
Use Cases
Knowledge bases for every team
From HR policies to sales battlecards, any document your team relies on can become a queryable, AI-powered knowledge base.
Employee Knowledge Assistant
InternalLet employees ask questions about HR policies, engineering runbooks, and company handbooks in plain language — and get instant, cited answers.
AI Customer Support
SupportTrain your support bot on your help center articles and product documentation. Resolve common queries instantly, escalate complex ones to humans.
Research & Analysis
ResearchUpload reports, papers, and datasets to a knowledge base. Run structured queries and let AI synthesize insights across hundreds of documents.
Sales Enablement
SalesGive reps instant access to product specs, battle cards, and case studies. AI surfaces the right content for every prospect conversation.
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.
The refund policy for enterprise plans allows full refunds within 30 days of purchase. To initiate a refund...
Enterprise customers are eligible for a pro-rated refund on annual plans. Contact billing@...
Section 4.2: All refund requests must be submitted in writing within the applicable window...
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.
How It Works
From upload to AI-ready knowledge
A fully automated pipeline processes your documents in the background — no configuration required.
Upload Documents
Add PDF, TXT, or Markdown files from your dashboard or automatically via a workflow node. Supports batch uploads.
Extract & Clean
Text is extracted from each file, whitespace is normalized, and content is prepared for downstream processing.
Chunk & Embed
Documents are split into 512-token chunks with 50-token overlap, then converted to 1,536-dimension vectors via OpenAI embeddings.
Search & Retrieve
Your AI agents query the knowledge base with natural language and receive the most relevant chunks ranked by cosine similarity.
How It Works
From upload to AI-ready knowledge
A fully automated pipeline processes your documents in the background — no configuration required.
Upload Documents
01Add PDF, TXT, or Markdown files from your dashboard or automatically via a workflow node. Supports batch uploads.
Extract & Clean
02Text is extracted from each file, whitespace is normalized, and content is prepared for downstream processing.
Chunk & Embed
03Documents are split into 512-token chunks with 50-token overlap, then converted to 1,536-dimension vectors via OpenAI embeddings.
Search & Retrieve
04Your AI agents query the knowledge base with natural language and receive the most relevant chunks ranked by cosine similarity.
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.
The refund policy for enterprise plans allows full refunds within 30 days of purchase. To initiate a refund...
Enterprise customers are eligible for a pro-rated refund on annual plans. Contact billing@...
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.
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.