Veyra
Veyra: Knowledge and documents. Documents, Retrieval-augmented knowledge services, Semantic search, Access control.
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Knowledge and documentsMVP
AtlasRAG
AtlasRAG: Knowledge and documents. Retrieval-augmented knowledge services, Documents, Semantic search, Application APIs.
Useful information is often scattered across files and systems; teams need reliable retrieval with appropriate access.
AtlasRAG: Knowledge and documents. Retrieval-augmented knowledge services, Documents, Semantic search, Application APIs. The published project describes Retrieval-augmented knowledge services, Documents, Semantic search, Application APIs. Follow the documentation and source links to examine its approach and current boundaries.
Who it is for
Organizations managing documents, technical knowledge and internal information.
Where it can help
- Searchable document collections and knowledge services.
- Evidence-linked answers and controlled information access.
Documented capabilities
- Retrieval-augmented knowledge services
- Documents
- Semantic search
- Application APIs
Technology stack
- python
- react
- postgresql
- docker
- sqlite
- fastapi
Current limitations
- The published implementation covers a bounded foundation or vertical slice; broader documented plans are not all implemented.
- The current implementation is a local vertical slice. Production scale and operational readiness are not established.
Tailor it to your needs
These are possible next steps for a custom engagement. Scope, feasibility, integrations and delivery would be agreed for your organization.
- Connect your document sources and design permissions around your teams.
- Adapt ingestion, search, classification and retrieval to your information.
A practical path to your version
- Understand your workflow
- Define the tailored experience
- Build, integrate and validate
- Plan deployment and support
Repository information
This page is based on public documentation and a limited review of the code. It does not confirm production readiness or completed work for a client.
- Repository
- ildrm/atlas-rag-as-service
- License
- MIT
- Source last pushed
- 2026-08-01
- Source observed
- 2026-10-25
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