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Rag
Tools tagged with "Rag"
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LanceDB
Serverless vector database for AI
Vector Databases
Open-source embedded vector database. No server needed — runs in-process for fast prototyping.
Turbopuffer
Serverless vector database
Vector Databases
High-performance serverless vector database. Object storage-backed for cost efficiency at scale.
Zilliz
Cloud-native vector database
Vector Databases
Managed cloud vector database built on Milvus. Enterprise-grade similarity search at scale.
pgvector
Vector similarity search for Postgres
Vector Databases
Open-source Postgres extension for vector storage and similarity search. Use your existing database for RAG.
Unstructured
ETL for unstructured data
Search & Data
Extract and transform unstructured data (PDFs, images, HTML) into clean data for RAG pipelines.
Chroma
The AI-native open-source embedding database
Vector Databases
Simple, developer-friendly embedding database. Great for prototyping RAG agents.
Qdrant
Vector search engine and database
Vector Databases
High-performance vector similarity search engine. Rust-based, production-ready.
LlamaIndex
Data framework for LLM applications
Frameworks
Connect custom data sources to large language models. Best for RAG and knowledge-intensive agent applications.
Pinecone
Vector database for AI applications
Vector Databases
Managed vector database purpose-built for AI. Fast similarity search for RAG agents.
Cohere
Enterprise AI with RAG and embeddings
LLM Providers
Enterprise-focused LLM provider with best-in-class embeddings and retrieval models.
Haystack
End-to-end NLP framework for building search and RAG
Frameworks
Open-source framework by deepset for building production-ready NLP and RAG pipelines.
Weaviate
Open-source vector database
Vector Databases
Open-source vector database with built-in ML models for vectorization.
Milvus
Open-source vector database for AI applications
Vector Databases
Scalable open-source vector database. Handles billions of vectors for enterprise RAG.
Ad
Your brand here
Reach decision-makers actively evaluating AI agent tools and services.
Advertise on HeadOfAgents