Alternatives to GenAI Showcase

pgvector brings open-source vector similarity search to Postgres so embeddings live next to your relational data.

Zilliz Cloud Serverless is a managed serverless vector database on Milvus, with auto-scaling compute and tiered storage for GenAI apps.

AI-native graph database running vector similarity and OpenCypher traversal in one query for GraphRAG pipelines.

Open-source context retrieval layer that syncs your apps and databases so AI agents query live business data in natural language.

Pinecone is a managed vector database and knowledge engine for RAG, semantic search, and agent retrieval.

Milvus is an open-source vector database for billion-scale similarity search, hybrid retrieval, and lake-native RAG workloads

Zilliz Cloud: a fully managed vector database on Milvus for billion-scale AI search, RAG, and recommendations.

Apache 2.0 search infrastructure for AI that keeps vectors, indexes and metadata on cheap object storage.

TiDB is a distributed SQL database for AI agents that unifies ACID transactions, HTAP analytics, and native vector search in one engine.

ShannonBase is a MySQL 8.4-compatible open-source HTAP database that adds an in-memory column store, vector search, and in-database ML to

Free MIT-licensed web admin UI for the Chroma embedding database, built with Next.js

Elasticsearch Labs: free tutorials, notebooks, and reference apps for AI search, vector search, and RAG on Elasticsearch.

Databend is an open-source, cloud-native data warehouse in Rust that runs BI analytics, vector search, full-text search and geospatial on

Open-source in-process vector database from Alibaba — install one Python package, query millions of vectors in seconds.

Run LLM inference, embeddings, and ML training directly inside PostgreSQL using SQL functions, or use the Korvus SDK for RAG pipelines.

NodeDB is a universal database engine that unifies vector, graph, document, columnar, key-value, full-text, sparse arrays, and CRDT in one binary over plain

Long-term memory for AI agents: one process_turn call stores each turn and returns the memories your next prompt needs.

TopK is a unified retrieval engine that runs multi-vector, dense, sparse, regex, and metadata-filtered search in one query, billed per unit of usage.

Kronotop is a distributed transactional document database that gives every AI agent or tenant its own namespace with built-in vector search.

Amazon SageMaker unifies data, analytics, and AI on AWS — build, train, and deploy ML models on fully managed infrastructure.

Census brings reverse ETL and an embedded customer data connectivity platform to product and data teams

Open-source RAG engine with built-in ETL, hybrid vector/BM25 search and visual agent orchestration for enterprise AI agents.

Weights & Biases tracks ML experiments and traces LLM apps so teams ship AI models faster

TablePlus is a native database GUI for MySQL, PostgreSQL and SQLite with a one-time license.

Vespa is an open-source AI search platform for hybrid vector, text, and tensor retrieval with machine-learned ranking.

Databricks runs your lakehouse data, analytics and production AI agents on one governed platform across AWS, Azure and GCP.

Vespa AI is an open-source AI search platform for hybrid vector, text and structured retrieval with ML ranking in one query pass.

Apache Doris unifies OLAP analytics, full-text search, and vector search in one open-source SQL engine.

ClickHouse is an open-source columnar OLAP database for real-time analytics at petabyte scale.

Lance is an open lakehouse format for multimodal AI, pairing a file format, table format, and catalog spec with hybrid vector and full-text search on object