Alternatives

RAG API alternatives for AI agents.

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

Current skill

RAG API

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

87
Quality
83
Trust
844
Stars
#1

LLPhant

Similarity 130Trust 91Excellent 100

LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain

1.7K starsMay 16, 2026 pushrag-knowledgePHPVector Search
$ npx skills add LLPhant/LLPhant
#2

SeaGOAT

Similarity 128Trust 91Excellent 100

local-first semantic code search engine

1.3K starsJun 12, 2026 pushrag-knowledgePythonVector Search
$ npx skills add kantord/SeaGOAT
#3

PageIndex

Similarity 126Trust 94Excellent 100

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

33K starsJun 5, 2026 pushrag-knowledgePythonVector Search
$ npx skills add VectifyAI/PageIndex
#4

Cognee

Similarity 125Trust 96Excellent 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
#5

Restai

Similarity 124Trust 89Strong 84

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generation with dynamic loading generators. Live chat deployment. Built-in block based graphical language. Prompt versioning and much more...

509 starsJun 12, 2026 pushrag-knowledgePythonRAG
$ npx skills add apocas/restai
#6

OpenMemory

Similarity 124Trust 93Excellent 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
#7

Postgresml

Similarity 122Trust 87Excellent 92

Postgres with GPUs for ML/AI apps.

6.8K starsJul 1, 2025 pushrag-knowledgeRustVector Search
$ npx skills add postgresml/postgresml
#8

Large Language Model Notebooks Course

Similarity 122Trust 91Excellent 100

Practical course about Large Language Models.

1.8K starsMay 28, 2026 pushrag-knowledgeJupyter NotebookVector Search
$ npx skills add peremartra/Large-Language-Model-Notebooks-Course
#9

Honcho

Similarity 122Trust 92Excellent 100

Memory library for building stateful agents

5.2K starsJun 12, 2026 pushrag-knowledgePythonVector Search
$ npx skills add plastic-labs/honcho
#10

VectorChord

Similarity 122Trust 89Excellent 99

Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.

1.7K starsJun 11, 2026 pushrag-knowledgeRustVector Search
$ npx skills add supervc-stack/VectorChord
#11

RAG Techniques

Similarity 121Trust 94Excellent 100

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

28K starsJun 17, 2026 pushrag-knowledgeJupyter NotebookSemantic Search
$ npx skills add NirDiamant/RAG_Techniques
#12

OpenContracts

Similarity 120Trust 93Excellent 100

The open document intelligence platform for builders and hackers - DMS for the agentic world

1.4K starsJun 14, 2026 pushrag-knowledgePythonVector Search
$ npx skills add Open-Source-Legal/OpenContracts
#13

Anything Llm

Similarity 120Trust 96Excellent 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
#14

Qdrant

Similarity 120Trust 96Excellent 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
#15

Pixeltable

Similarity 120Trust 91Excellent 100

Unified multimodal backend for AI data apps

1.6K starsJun 19, 2026 pushrag-knowledgePythonVector Search
$ npx skills add pixeltable/pixeltable
#16

Pymilvus

Similarity 120Trust 91Excellent 100

Python SDK for Milvus Vector Database

1.4K starsJun 16, 2026 pushrag-knowledgePythonVector Search
$ npx skills add milvus-io/pymilvus

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 RAG API 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.