Embedding technology graph
How Embedding connects to the rest of the AI stack. Click a node to move through the graph, or open the technology page for detail.
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Relationship types
- technical
- alternative
- integration
- evolution
- application
- classification
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Uses and depends on
- Recommendation application Applications Recommendation based on Embedding High ✓ source
Used by
- AI Search application Applications Embedding used by AI Search High ✓ source
- Agent Memory technique AI Agents Embedding used by Agent Memory High ✓ source
- Chroma database Vector Databases Embedding used by Chroma High ✓ source
- Elasticsearch database Search Engines Embedding used by Elasticsearch High ✓ source
- GraphRAG technique Techniques Embedding used by GraphRAG High ✓ source
- HyDE technique Techniques Embedding used by HyDE High ✓ source
- Hybrid Search technique Techniques Embedding used by Hybrid Search High ✓ source
- LanceDB database Vector Databases Embedding used by LanceDB High ✓ source
- Milvus database Vector Databases Embedding used by Milvus High ✓ source
- OpenSearch database Search Engines Embedding used by OpenSearch High ✓ source
- Pinecone database Vector Databases Embedding used by Pinecone High ✓ source
- Qdrant database Vector Databases Embedding used by Qdrant High ✓ source
- RAG technique Techniques Embedding used by RAG High ✓ source
- Redis database Databases Embedding used by Redis High ✓ source
- Typesense database Search Engines Embedding used by Typesense High ✓ source
- Vespa database Search Engines Embedding used by Vespa High ✓ source
- Weaviate database Vector Databases Embedding used by Weaviate High ✓ source
- pgvector library Vector Databases Embedding used by pgvector High ✓ source
Applied to
- BEIR benchmark Benchmarks BEIR used for Embedding High ✓ source
- Bi-Encoder concept Techniques Bi-Encoder used for Embedding High ✓ source
- Chunking technique Techniques Chunking used for Embedding High ✓ source
- Contrastive Learning technique Algorithms Contrastive Learning used for Embedding High ✓ source
- HNSW algorithm Algorithms HNSW used for Embedding High ✓ source
- MS MARCO dataset Datasets MS MARCO used for Embedding High ✓ source
- MTEB benchmark Benchmarks MTEB used for Embedding High ✓ source
- SQLite database Databases SQLite used for Embedding High ✓ source
- Sentence Transformers framework Frameworks Sentence Transformers used for Embedding High ✓ source
- Tokenizer tool Infrastructure Tokenizer used for Embedding High ✓ source