Agentic RAG, Databases and Memory

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

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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.

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

Query large document sets and get only the most relevant chunks—ready for the agent’s next prompt.

001

Unified Knowledge Graph

Merge PDFs, emails, wikis, and SQL tables into one searchable, vector-indexed database.

002

Dynamic Agent Memory

Agents store and recall conversation context on the fly, improving with every interaction.

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Pinpoint Citations

Every answer links back to its exact source, creating an auditable trail for compliance.

004

Smart Metadata Filters

Slice results by tags, projects, or time ranges to keep responses laser-focused.

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Self-Healing Sync

New files and edits are auto-ingested and re-embedded, so your data is never stale.

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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.