Feature
Give your agents
knowledge.
Upload documents, connect live sources, or point to websites. Your agents search, read, and cite the right information every time.
Return Policy 2026.pdf
Uploaded · 24 pages · search mode
Product Catalog.csv
Uploaded · 850 rows · injected
help.acmecorp.com
Website · 67 pages crawled
Shipping FAQ
Google Docs · Live
Multiple source types.
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File uploads
PDF, DOCX, CSV, and XLSX files. Small spreadsheets are injected directly; larger files are chunked and indexed.
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Websites and webpages
Crawl an entire site or add individual page URLs. Content is extracted and indexed automatically.
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Live connector sources
Google Docs, Notion pages, and Confluence — agents read the latest version in real time.
Smart indexing.
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Content-aware chunking
Documents are split intelligently — spreadsheets by rows (with headers preserved), text by semantic boundaries.
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Vector embeddings
Each chunk is embedded with OpenAI's text-embedding-3-small for fast, accurate semantic search.
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Hybrid search
Agents find the right content even when customers don't use exact terms from your documents.
Query
"How long do refunds take to process?"
Google Docs
Selected documents via Google Picker
Notion
All pages or selected · search + read
Confluence
Spaces and pages · search + read
Live connector sources.
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Always up to date
Agents read the latest version of your Google Docs, Notion pages, and Confluence spaces in real time.
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No re-uploading
Update a Google Doc and your agent immediately has the latest content. No manual sync needed.
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Google Picker integration
Select Google Docs and Sheets using the native Google Picker — no manual copy-pasting of document IDs.
Scope control.
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All documents or selected
Give an agent access to everything in a source, or hand-pick specific documents.
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Per-agent granularity
The billing agent sees billing policies. The support agent sees the full knowledge base. Different agents, different access.
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Inline scope toggle
Switch between "All documents" and "Selected" right on the source row — no extra modals or settings pages.
Internal Wiki
Policy Documents
Your entire tech stack.
Fully integrated.
Macha connects to the tools your team already uses — with one-click integrations and full read and write access.
Explore all integrations









Give your agents the knowledge they need.
Upload files, connect live sources, and let your agents find the right answers.