Viindoo AI - Knowledge Retrieval (RAG)
by Viindoo Technology JSC https://viindoo.com/apps/app/17.0/viin_ai_rag$ 144.53
Viindoo AI - Knowledge Retrieval (RAG)
Turn your company's PDFs, web pages, and raw text into a searchable AI memory. When users ask questions, the AI finds the most relevant passages and answers with citations - never leaking content the user does not already have permission to read.
What it does
Attach documents (PDFs, URLs, typed text) to an AI Assistant. The module automatically splits each document into small text chunks, turns each chunk into a numerical vector (an "embedding"), and stores it in PostgreSQL.
When an assistant needs to answer a question, it converts the question into a vector and finds the closest matching chunks using pgvector similarity search. Results are filtered by the user's Odoo permissions before being returned - users only ever see passages from records they can already read.
Key Features
- Multi-source ingestion - PDF files, web pages (auto-fetched and sanitised), and raw typed text. Brain pages and vaults are handled by viin_ai_brain (installed separately).
- Permission-aware results - semantic search results are pre-filtered by Odoo record rules and company-level permissions. A user cannot retrieve content from records they are not allowed to read, even indirectly through AI answers. See docs/ai/security.md for the full permission model.
- No re-indexing when switching models - stores vectors in multiple dimension columns (384 / 768 / 1024 / 1536 / 3072) side by side. Switching an assistant from a small embedding model to a larger one does NOT force a full re-embedding run - simply enable the new column.
- Smart indexing - pgvector ivfflat indexes are created only when a column actually holds data, keeping the database light until a model is used in production.
- Scheduled re-embedding - chunks whose source text has been edited are detected automatically by content fingerprint and re-vectorised in the background, so your search stays current.
Supported Editions
- Community Edition
- Enterprise Edition (PostgreSQL 14+ with pgvector extension required)
Requires viin_ai (installed automatically). Auto-installed when the foundation module is present, so customers do not have to pick it from the Apps list.
| Availability |
Odoo Online
Odoo.sh
On Premise
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| Odoo Apps Dependencies |
Discuss (mail)
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| Community Apps Dependencies | Show |
| Lines of code | 6348 |
| Technical Name |
viin_ai_rag |
| License | OPL-1 |
| Website | https://viindoo.com/apps/app/17.0/viin_ai_rag |
Odoo Proprietary License v1.0 This software and associated files (the "Software") may only be used (executed, modified, executed after modifications) if you have purchased a valid license from the authors, typically via Odoo Apps, or if you have received a written agreement from the authors of the Software (see the COPYRIGHT file). You may develop Odoo modules that use the Software as a library (typically by depending on it, importing it and using its resources), but without copying any source code or material from the Software. You may distribute those modules under the license of your choice, provided that this license is compatible with the terms of the Odoo Proprietary License (For example: LGPL, MIT, or proprietary licenses similar to this one). It is forbidden to publish, distribute, sublicense, or sell copies of the Software or modified copies of the Software. The above copyright notice and this permission notice must be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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