Tools tagged with "Rag"

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.