Alternatives

Orama alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Orama

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

98
Quality
87
Trust
10K
Stars
#1

Vespa

Similarity 125Trust 93Excellent 100

The AI search platform

7.0K starsJun 16, 2026 pushrag-knowledgeJavaVector Search
$ npx skills add vespa-engine/vespa
#2

RediSearch

Similarity 124Trust 91Excellent 100

A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.

6.2K starsJun 15, 2026 pushrag-knowledgeCVector Search
$ npx skills add RediSearch/RediSearch
#3

Genkit

Similarity 123Trust 96Excellent 100

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

6.1K starsJun 15, 2026 pushrag-knowledgeTypeScriptVector Search
$ npx skills add genkit-ai/genkit
#4

OpenMemory

Similarity 122Trust 95Excellent 100

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

4.2K starsMay 29, 2026 pushrag-knowledgeTypeScriptVector Search
$ npx skills add CaviraOSS/OpenMemory
#5

Minisearch

Similarity 122Trust 86Excellent 91

Tiny and powerful JavaScript full-text search engine for browser and Node

6.0K starsSep 16, 2025 pushrag-knowledgeTypeScriptSearch
$ npx skills add lucaong/minisearch
#6

Autoflow

Similarity 121Trust 92Excellent 100

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

2.8K starsApr 27, 2026 pushrag-knowledgeTypeScriptVector Search
$ npx skills add pingcap/autoflow
#7

Anything Llm

Similarity 120Trust 97Excellent 100

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

62K starsJun 14, 2026 pushrag-knowledgeJavaScriptVector Search
$ npx skills add Mintplex-Labs/anything-llm
#8

Qdrant

Similarity 120Trust 97Excellent 100

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

32K starsJun 14, 2026 pushrag-knowledgeRustVector Search
$ npx skills add qdrant/qdrant
#9

PageIndex

Similarity 120Trust 94Excellent 100

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

33K starsJun 5, 2026 pushrag-knowledgePythonVector Search
$ npx skills add VectifyAI/PageIndex
#10

Cognee

Similarity 119Trust 97Excellent 100

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

18K starsJun 14, 2026 pushrag-knowledgePythonVector Search
$ npx skills add topoteretes/cognee
#11

Deeplake

Similarity 118Trust 96Excellent 100

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

9.2K starsMay 21, 2026 pushrag-knowledgeC++Vector Search
$ npx skills add activeloopai/deeplake
#12

Server

Similarity 118Trust 96Excellent 100

MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.

7.7K starsJun 15, 2026 pushrag-knowledgeC++Vector Search
$ npx skills add MariaDB/server
#13

Oceanbase

Similarity 117Trust 92Excellent 100

The Fastest Distributed Database for Transactional, Analytical, and AI Workloads.

10K starsJun 16, 2026 pushrag-knowledgeC++Vector Search
$ npx skills add oceanbase/oceanbase
#14

Databend

Similarity 117Trust 91Excellent 100

Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

9.3K starsJun 15, 2026 pushrag-knowledgeRustVector Search
$ npx skills add databendlabs/databend
#15

Wikipedia Semantic Search

Similarity 117Trust 76Promising 66

Semantic Search on Wikipedia with Upstash Vector

470 starsDec 12, 2025 pushrag-knowledgeTypeScriptVector Search
$ npx skills add upstash/wikipedia-semantic-search
#16

Infinity

Similarity 116Trust 95Excellent 100

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

4.6K starsJun 12, 2026 pushrag-knowledgeC++Vector Search
$ npx skills add infiniflow/infinity

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Orama if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.