Vector DBs & RAG — AI工具列表

• turbopuffer Paid ★4.92
  Serverless vector and full-text search built on object storage — powers Cursor, Notion AI, Linear, Superhuman. 95% cost reduction vs traditional vector DBs.
  Vector DBs & RAG
• Redis Freemium ★4.92
  Redis is an in-memory data store used as a vector database, semantic cache and memory layer for AI and agent applications.
  Vector DBs & RAG
• Weaviate Freemium ★4.91
  Open-source vector database for storing data objects and vector embeddings
  Vector DBs & RAG
• Neo4j Freemium ★4.91
  Neo4j is a graph database that powers knowledge graphs and GraphRAG so AI apps can ground answers in connected, verifiable relationships.
  Vector DBs & RAG
• Elastic Freemium ★4.87
  Search AI platform pairing Elasticsearch retrieval with vector search for RAG, observability, and security.
  Vector DBs & RAG
• LlamaIndex Freemium ★4.86
  Document OCR for the agentic stack — LlamaParse turns complex docs into model-ready data.
  Vector DBs & RAG
• Qdrant Freemium ★4.85
  Open-source vector database and search engine.
  Vector DBs & RAG
• MongoDB Atlas Vector Search Freemium ★4.85
  MongoDB Atlas Vector Search adds semantic vector search to your database for RAG and AI agents.
  Vector DBs & RAG
• Cohere Freemium ★4.85
  Unlock powerful semantic search, content generation, and intent recognition with Cohere's advanced models.
  Vector DBs & RAG
• Mixedbread Freemium ★4.84
  Multimodal search API with open-source embedding and reranking models for RAG and retrieval.
  Vector DBs & RAG
• Zilliz Freemium ★4.84
  Vector database platform for enterprise-grade AI applications, powered by Milvus
  Vector DBs & RAG
• Pinecone Paid ★4.84
  Pinecone: Transforming Vector Search for Enhanced Data Retrieval
  Vector DBs & RAG
• LanceDB Freemium ★4.84
  AI-native multimodal lakehouse and serverless vector DB — embedded retrieval for production-scale generative AI, open source, YC-backed.
  Vector DBs & RAG
• TopK Freemium ★4.84
  AI-native search engine combining vector, keyword, and custom scoring in one API.
  Vector DBs & RAG
• Tavily Freemium ★4.82
  Real-time web search, extract, and crawl APIs built specifically for AI agents and RAG.
  Vector DBs & RAG
• Onyx Freemium ★4.78
  Onyx (formerly Danswer) is the open-source AI chat and enterprise search platform connecting all your company knowledge into a unified AI assistant.
  Vector DBs & RAG
• Firecrawl Freemium ★4.76
  Web scraping built for LLMs — turn any website into clean markdown or structured data with one API call.
  Vector DBs & RAG
• Marqo Paid ★4.70
  Multimodal vector search engine for unstructured data
  Vector DBs & RAG
• Dataworkz Paid ★4.61
  Build, deploy, and optimize GenAI apps with RAG as a service.
  Vector DBs & RAG
• Chroma Free ★4.60
  AI-native open-source embedding database for efficient data handling.
  Vector DBs & RAG
• SciPhi Paid ★4.59
  AI platform for building, deploying, and scaling Retrieval-Augmented Generation (RAG) systems.
  Vector DBs & RAG
• Deepset AI Paid ★4.59
  Streamline LLM product lifecycle with deepset Cloud and Haystack.
  Vector DBs & RAG
• Reducto Free Trial ★4.49
  Reducto is an agentic document-parsing platform that turns messy PDFs and scans into accurate, LLM-ready data for RAG pipelines and extraction.
  Vector DBs & RAG
• Zep Freemium ★4.45
  Zep is a memory platform for AI agents that builds temporal knowledge graphs from chat and business data so agents recall context that changes over time.
  Vector DBs & RAG
• Vectara Freemium ★4.43
  Vectara is the trusted RAG-as-a-service platform with grounded generation and hallucination evaluation. Built by ex-Cloudera leadership; enterprise-ready.
  Vector DBs & RAG
• Sinequa Paid ★4.41
  Sinequa is the enterprise AI search platform with deep document understanding and RAG. Long-running incumbent; serves Fortune 500 and government agencies.
  Vector DBs & RAG
• Vespa.ai Free ★4.35
  Open-source vector search engine for large-scale AI applications
  Vector DBs & RAG