Agentic RAG, Databases and Memory
Smarter agents start
with better retrieval
Smarter agents start
with better retrieval
Drop in a Knowledge Base node and feed any LLM the exact context it needs—no SQL, no dev tickets, no waiting
Retrieve. Analyze. Comply.
Turn complex documents into instant answers
Organizations deal with vast amounts of unstructured content spread across systems. StackAI’s RAG-powered Knowledge Bases extract the exact information you need—fully cited and always up to date—so your teams can move faster and make informed decisions with confidence.
Organizations deal with vast amounts of unstructured content spread across systems. StackAI’s RAG-powered Knowledge Bases extract the exact information you need—fully cited and always up to date—so your teams can move faster and make informed decisions with confidence.
Why Stack AI
Built for enterprises Designed for scale
Trusted by leading teams to build, deploy, and govern AI agents with ease.
Why Stack AI
Built for enterprises Designed for scale
Trusted by leading teams to build, deploy, and govern AI agents with ease.
Why Stack AI
Built for enterprises Designed for scale
Trusted by leading teams to build, deploy, and govern AI agents with ease.
Instant RAG Retrieval
Instant RAG Retrieval
Instant RAG Retrieval
Query large document sets and get only the most relevant chunks—ready for the agent’s next prompt.
001
Unified Knowledge Graph
Unified Knowledge Graph
Unified Knowledge Graph
Merge PDFs, emails, wikis, and SQL tables into one searchable, vector-indexed database.
002
Dynamic Agent Memory
Dynamic Agent Memory
Dynamic Agent Memory
Agents store and recall conversation context on the fly, improving with every interaction.
003
Pinpoint Citations
Pinpoint Citations
Pinpoint Citations
Every answer links back to its exact source, creating an auditable trail for compliance.
004
Smart Metadata Filters
Smart Metadata Filters
Smart Metadata Filters
Slice results by tags, projects, or time ranges to keep responses laser-focused.
005
Self-Healing Sync
Self-Healing Sync
Self-Healing Sync
New files and edits are auto-ingested and re-embedded, so your data is never stale.
006
How it Works
Connect, configure, and query
Use AI agents to remove manual bottlenecks, boost accuracy, and deliver real-time insights—without replacing the systems you already run on the shop floor.
How it Works
Connect, configure, and query
Use AI agents to remove manual bottlenecks, boost accuracy, and deliver real-time insights—without replacing the systems you already run on the shop floor.
How it Works
Connect, configure, and query
Use AI agents to remove manual bottlenecks, boost accuracy, and deliver real-time insights—without replacing the systems you already run on the shop floor.
Connect your sources
Plug in Google Drive, SharePoint, Jira, websites, DBs, or drag-and-drop files. Real-time sync keeps every change in lock-step.
Create a Knowledge Base
Pick the sources, hit Create—StackAI auto-chunks, embeds, and indexes everything for you.
Fine-tune retrieval
Set chunk length and overlap for precision, choose between semantic, keyword, or hybrid search, apply metadata filters by tag, owner, or date, and toggle query rewrite and rerank for more accurate results.
Query & automate
Set chunk length and overlap for precision, choose between semantic, keyword, or hybrid search, apply metadata filters by tag, owner, or date, and toggle query rewrite and rerank for more accurate results.
Connect your sources
Plug in Google Drive, SharePoint, Jira, websites, DBs, or drag-and-drop files. Real-time sync keeps every change in lock-step.
Create a Knowledge Base
Pick the sources, hit Create—StackAI auto-chunks, embeds, and indexes everything for you.
Fine-tune retrieval
Set chunk length and overlap for precision, choose between semantic, keyword, or hybrid search, apply metadata filters by tag, owner, or date, and toggle query rewrite and rerank for more accurate results.
Query & automate
Set chunk length and overlap for precision, choose between semantic, keyword, or hybrid search, apply metadata filters by tag, owner, or date, and toggle query rewrite and rerank for more accurate results.
Connect your sources
Plug in Google Drive, SharePoint, Jira, websites, DBs, or drag-and-drop files. Real-time sync keeps every change in lock-step.
Create a Knowledge Base
Pick the sources, hit Create—StackAI auto-chunks, embeds, and indexes everything for you.
Fine-tune retrieval
Set chunk length and overlap for precision, choose between semantic, keyword, or hybrid search, apply metadata filters by tag, owner, or date, and toggle query rewrite and rerank for more accurate results.
Query & automate
Set chunk length and overlap for precision, choose between semantic, keyword, or hybrid search, apply metadata filters by tag, owner, or date, and toggle query rewrite and rerank for more accurate results.
See StackAI in Action
Learn how to feed your agents the right data—using files, URLs, knowledge bases, or dynamic stores for large documents.
See StackAI in Action
Learn how to feed your agents the right data—using files, URLs, knowledge bases, or dynamic stores for large documents.
See StackAI in Action
Learn how to feed your agents the right data—using files, URLs, knowledge bases, or dynamic stores for large documents.
©2025 StackAI. All rights reserved
Made with
by PhDs at
©2025 StackAI. All rights reserved
Made with
by PhDs at
©2025 StackAI. All rights reserved
Made with
by PhDs at