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* initial commit; fixed anchor links on internal docs pages * add back in absolute paths for links in code comments * fix: update linkchecker include filter to match server port 1314 PR #1629 changed the Hugo server to port 1314 but forgot to update the --include filter, which still matched port 1313. This caused all links to be excluded, making the checker a no-op (0 checked, 82277 excluded). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com> * Fix url rewrite regex so images are not impacted * Fix links from non-documentation pages * Fix broken links * more broken links * more broken links * broken link * Add srcset width descriptor to .lycheeignore * Ignore URLs that contain a % character * Anchor regex so it matches the entire URL --------- Co-authored-by: kanungle <neil.kanungo@gmail.com> Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> Co-authored-by: Abdon Pijpelink <abdon.pijpelink@qdrant.com>
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title, weight
| title | weight |
|---|---|
| From MongoDB | 80 |
Migrate from MongoDB to Qdrant
What You Need from MongoDB
- Connection string — MongoDB URI (e.g.,
mongodb://user:pass@host:27017) - Database name — the database containing your collection
- Collection name — the collection to migrate
- Vector field names — the names of fields that store vector embeddings
Concept Mapping
| MongoDB | Qdrant | Notes |
|---|---|---|
| Collection | Collection | One-to-one mapping |
| Document | Point | Each document becomes a point |
| Vector field | Vector | Named vectors are preserved |
| Non-vector fields | Payload | Direct mapping |
_id (ObjectID or string) |
Point ID + Payload | Converted to UUID; original stored in payload |
Run the Migration
docker run --net=host --rm -it registry.cloud.qdrant.io/library/qdrant-migration mongodb \
--mongodb.url 'mongodb://localhost:27017' \
--mongodb.database 'your-database' \
--mongodb.collection 'your-collection' \
--mongodb.vector-fields 'embedding' \
--qdrant.url 'https://your-instance.cloud.qdrant.io:6334' \
--qdrant.api-key 'your-qdrant-api-key' \
--qdrant.collection 'your-collection'
With Multiple Vector Fields
docker run --net=host --rm -it registry.cloud.qdrant.io/library/qdrant-migration mongodb \
--mongodb.url 'mongodb+srv://user:pass@cluster.mongodb.net' \
--mongodb.database 'your-database' \
--mongodb.collection 'your-collection' \
--mongodb.vector-fields 'title_embedding,body_embedding' \
--qdrant.url 'https://your-instance.cloud.qdrant.io:6334' \
--qdrant.api-key 'your-qdrant-api-key' \
--qdrant.collection 'your-collection' \
--migration.create-collection false
All MongoDB-Specific Flags
| Flag | Required | Description |
|---|---|---|
--mongodb.url |
Yes | MongoDB connection string |
--mongodb.database |
Yes | Database name |
--mongodb.collection |
Yes | Collection name |
--mongodb.vector-fields |
Yes | Comma-separated list of vector field names |
Qdrant-Side Options
| Flag | Default | Description |
|---|---|---|
--qdrant.id-field |
__id__ |
Payload field name for original MongoDB _id values |
Gotchas
- Vector field names are required: MongoDB has no schema-level marker for vector fields. You must explicitly list them via
--mongodb.vector-fields. - ID mapping: MongoDB
_idvalues (ObjectID or string) are converted to Qdrant UUIDs. The original value is stored in payload under--qdrant.id-field.
Next Steps
After migration, verify your data arrived correctly with the Migration Verification Guide.