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Hybrid Search with Qdrant & n8n, Legal AI: Indexing

by Jenny Updated Aug 2026
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QdCreate CollectionCreate Collecti…QdCheck Collection ExistsCheck Collectio…IfIfMaIndex Dataset from HuggingFaceIndex Dataset f…SOSplit Them All OutSplit Them All …HRGet Dataset SplitsGet Dataset Spl…SODivide Per RowSILoop Over BatchesLoop Over Batch…AgAggregate a BatchAggregate a Bat…QdUpsert PointsLiLimitMeMergeSuSum them UpSeGet the Average Text LengthGet the Average…SILoop Over Batches1Loop Over Batch…QdUpsert Points1QdCreate Collection1Create Collecti…QdCheck Collection Exists1Check Collectio…IfIf1MeMerge1SOSplit OutHRGet OpenAI embeddingsGet OpenAI embe…HRGet Dataset Rows (Pagination)Get Dataset Row…SeRestructure for DeduplicatingRestructure for…SeRestructure for BatchingRestructure for…SuDeduplicate TextsDeduplicate Tex…SeCalculate #words in Each TextCalculate #word…SeEdit FieldsAgAggregate a Batch to EmbedAggregate a Bat…AgAggregate a Batch to UpsertAggregate a Bat…123456789101112131415161718192021222324252627282930
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STEPS · 30
Run manually by an operator

On manual run, fetches and batches documents over HTTP, summarizes them, and indexes the embeddings into Qdrant for hybrid legal search.

Tags

manualadvancedAI RAGMultimodal AIdiscoveredpending-review
CategoryRAG & Knowledge Bases
Triggermanual
Complexityadvanced
Nodes30
AddedJun 27, 2026