Build the knowledge your AI needs
Turn documents into a private knowledge database—parse, chunk, index, ground and answer—with drop-in adapters for your stack.
Productivity features
Productivity features
Built for how AI teams actually ship
From unstructured knowledge to dependable answers—cut drag, keep momentum.
Parse into a durable knowledge database.
Parse, and index in one place; keep your private knowledge clean as you scale.
Source
PDF, TXT, Audio
Parsing
Extract content
Structuring
Organize data
Chunking
Split into segments
Graph DB
Index & store
Source
PDF, TXT, Audio
Parsing
Extract content
Structuring
Organize data
Chunking
Split into segments
Graph DB
Index & store
Source
PDF, TXT, Audio
Parsing
Extract content
Structuring
Organize data
Chunking
Split into segments
Graph DB
Index & store
Answers with context, by design
Retrieve, rerank, and ground—so answers hold up, not just show up.
Retrieve, rerank, and ground—so answers hold up, not just show up.
Generating Answer:
From docs to dependable answers [1]. Build your private index [2] and integrate in your pipeline [3].
Write here…
Generating Answer:
From docs to dependable answers [1]. Build your private index [2] and integrate in your pipeline [3].
Write here…
Generating Answer:
From docs to dependable answers [1]. Build your private index [2] and integrate in your pipeline [3].
Write here…
Adapters, not rewrites
Drop-in adapters for your stack—wire it up in minutes and keep shipping.
Drop-in adapters for your stack—wire it up in minutes and keep shipping.
Build & optimize your retriever
Tune chunk sizes, add graph links, measure recall/answerability—ship what performs.
Tune chunk sizes, add graph links, measure recall/answerability—ship what performs.
Dataset
Raptor
GraphRag
LLM
Dataset
Raptor
GraphRag
LLM
Dataset
Raptor
GraphRag
LLM
Key Capabilities
Key Capabilities
Key Capabilities
Go from sandbox to scale
Go from sandbox to scale
Use GraphorLM end-to-end or as a component in your AI pipeline—configure fast, keep your stack, and scale from first parse to production.
Use GraphorLM end-to-end or as a component in your AI pipeline—configure fast, keep your stack, and scale from first parse to production.
MCP & tooling friendly
MCP & tooling friendly
MCP & tooling friendly
Infraestructre abstracted
Infraestructre abstracted
Infraestructre abstracted
Evaluator-driven iteration
Evaluator-driven iteration
Evaluator-driven iteration
Private knowledge graph
Private knowledge graph
Private knowledge graph
Multi-format parsing
Parse & structure
Ingest docs, PDFs, Markdown, TXT, CSV/Sheets, audio, video, etc. Apply schemas, enrich with most up to date methods, and add human reinforcement where needed. Output structured sources when you just need data—no generation required.
Multi-format parsing
Parse & structure
Ingest docs, PDFs, Markdown, TXT, CSV/Sheets, audio, video, etc. Apply schemas, enrich with most up to date methods, and add human reinforcement where needed. Output structured sources when you just need data—no generation required.
Multi-format parsing
Parse & structure
Ingest docs, PDFs, Markdown, TXT, CSV/Sheets, audio, video, etc. Apply schemas, enrich with most up to date methods, and add human reinforcement where needed. Output structured sources when you just need data—no generation required.
Grounded information
Advanced RAG methods
Design and tune chunk sizes, overlaps, and query windows. Link entities/relations into a graph-aware index for multi-hop questions, using methods like GraphRag out of the box.
Grounded information
Advanced RAG methods
Design and tune chunk sizes, overlaps, and query windows. Link entities/relations into a graph-aware index for multi-hop questions, using methods like GraphRag out of the box.
Grounded information
Advanced RAG methods
Design and tune chunk sizes, overlaps, and query windows. Link entities/relations into a graph-aware index for multi-hop questions, using methods like GraphRag out of the box.
End-to-end or piece-by-piece
Fits your toolchain
Slot Graphor into MCP tools and orchestrators you already use—Cursor, Claude, n8n, Airflow, LangGraph—or call it in separate ETL steps. Keep your stack; upgrade retrieval, grounding, and structured outputs where they matter.
End-to-end or piece-by-piece
Fits your toolchain
Slot Graphor into MCP tools and orchestrators you already use—Cursor, Claude, n8n, Airflow, LangGraph—or call it in separate ETL steps. Keep your stack; upgrade retrieval, grounding, and structured outputs where they matter.
End-to-end or piece-by-piece
Fits your toolchain
Slot Graphor into MCP tools and orchestrators you already use—Cursor, Claude, n8n, Airflow, LangGraph—or call it in separate ETL steps. Keep your stack; upgrade retrieval, grounding, and structured outputs where they matter.
Ship with signals, not guesses
Retriever Tuning
Dataset runs, diff tests, per-change comparisons, and traceable answers with grounding. Monitor drift and regressions so promotions are confident—and reversible. Add LLM refinement only when the task demands it.
Ship with signals, not guesses
Retriever Tuning
Dataset runs, diff tests, per-change comparisons, and traceable answers with grounding. Monitor drift and regressions so promotions are confident—and reversible. Add LLM refinement only when the task demands it.
Ship with signals, not guesses
Retriever Tuning
Dataset runs, diff tests, per-change comparisons, and traceable answers with grounding. Monitor drift and regressions so promotions are confident—and reversible. Add LLM refinement only when the task demands it.
Plans that grow with you
Pricing options
Choose the subscription plan that suits your needs
Free
$0
Billed monthly
Includes: 5k credits
Flows simulations
Basic support
Best for small workloads
Starter Plan
Best deal
$50
Billed monthly
Includes: 50k credits
Flows simulations
Basic support
Best for PoCs and small teams
Pro Plan
$150
Billed monthly
Includes: 150k credits
Flows simulations
Hard cap disabled
Basic support
Higher‑volume production
Enterprise
Custom
Billed monthly
Your personal limits
Flows simulations
Enterprise only features
Hard cap disabled
Dedicated support
Tailored for you
Plans that grow with you
Pricing options
Choose the subscription plan that suits your needs
Free
$0
Billed monthly
Includes: 5k credits
Flows simulations
Basic support
Best for small workloads
Starter Plan
Best deal
$50
Billed monthly
Includes: 50k credits
Flows simulations
Basic support
Best for PoCs and small teams
Pro Plan
$150
Billed monthly
Includes: 150k credits
Flows simulations
Hard cap disabled
Basic support
Higher‑volume production
Enterprise
Custom
Billed monthly
Your personal limits
Flows simulations
Enterprise only features
Hard cap disabled
Dedicated support
Tailored for you
Plans that grow with you
Pricing options
Choose the subscription plan that suits your needs
Free
$0
Billed monthly
Includes: 5k credits
Flows simulations
Basic support
Best for small workloads
Starter Plan
Best deal
$50
Billed monthly
Includes: 50k credits
Flows simulations
Basic support
Best for PoCs and small teams
Pro Plan
$150
Billed monthly
Includes: 150k credits
Flows simulations
Hard cap disabled
Basic support
Higher‑volume production
Enterprise
Custom
Billed monthly
Your personal limits
Flows simulations
Enterprise only features
Hard cap disabled
Dedicated support
Tailored for you
Ready to improve your AI agents workflow?
Book a demo to see how Graphor helps AI teams organize data and build production grade products.
Ready to improve your AI agents workflow?
Book a demo to see how Graphor helps AI teams organize data and build production grade products.
Ready to improve your AI agents workflow?
Book a demo to see how Graphor helps AI teams organize data and build production grade products.