Embedding API Providers Embedding Tools

SDKs and integrations for embedding model APIs (Voyage AI, Mixedbread, Jina, etc.) across multiple languages and frameworks. Does NOT include embedding models themselves, vector databases, or domain-specific embedding applications.

There are 33 embedding api providers tools tracked. 1 score above 50 (established tier). The highest-rated is awinml/voyage-embedders-haystack at 56/100 with 6 stars and 1,414 monthly downloads.

Get all 33 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=embeddings&subcategory=embedding-api-providers&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	awinml/voyage-embedders-haystack Custom components for Haystack for creating embeddings and reranking...	56	Established	6	Python
2	estebanpdl/osintgpt An open-source intelligence (OSINT) analysis tool leveraging GPT-powered...	46	Emerging	498	Python
3	voyage-ai/voyageai-python Voyage AI Official Python Library	46	Emerging	93	Python
4	FullStackWithLawrence/openai-embeddings OpenAI chatGPT hybrid search and retrieval augmented generation	40	Emerging	16	Python
5	calebevans/cordon Reduce logs to their semantic anomalies	39	Emerging	151	Python
6	iririthik/Kernolog A real-time Linux log monitoring and semantic search tool that streams logs...	36	Emerging	7	Python
7	patelvivekdev/voyageai-ai-provider The Voyage AI Provider is a provider for the Vercel AI SDK. It provides a...	35	Emerging	14	TypeScript
8	patelvivekdev/mixedbread-ai-provider The Mixedbread AI Provider is a provider for the Vercel AI SDK. It provides...	32	Emerging	1	TypeScript
9	SkywardAI/voyager The project is OpenAI-like API service of SkywardAI ecosystem	30	Emerging	3	JavaScript
10	gorango/ai-tool-retriever Auto tool retrieval for the Vercel AI SDK	28	Experimental	2	TypeScript
11	different-ai/embedbase-docs moved https://github.com/different-ai/embedbase/tree/main/docs	28	Experimental	5	TypeScript
12	ResetNetwork/n8n-nodes A collection of custom n8n nodes for enhanced document processing, text...	28	Experimental	11	TypeScript
13	Dicklesworthstone/swiss_army_llama A FastAPI service for semantic text search using precomputed embeddings and...	27	Experimental	1,048	Python
14	AlessioGr/payload-plugin-ai Currently just does embeddings!	27	Experimental	15	JavaScript
15	gmchad/embed-vtt generate & query embeddings from VTT files using openai & pinecone on Andrej...	27	Experimental	19	Python
16	Sineware/logstream Simple syslog collection server with Embedding and LLM Capabilities	27	Experimental	5	Python
17	theseedship/n8n-nodes-voyage-embeddings n8n node to embed content with voyageai embeddings.	22	Experimental	1	TypeScript
18	tryAGI/VoyageAI C# SDK for the Voyage AI API -- text embeddings, multimodal embeddings, and reranking	22	Experimental	—	C#
19	tryAGI/Mixedbread C# SDK for the Mixedbread AI API -- embeddings, reranking, vector stores,...	22	Experimental	—	C#
20	tryAGI/Upstage C# SDK for the Upstage API -- Solar LLM, embeddings, document parsing, OCR,...	22	Experimental	—	C#
21	ntnu-arl/semantic-RL-inspection This repository provides the source code for the paper Semantically-driven...	21	Experimental	24	Python
22	symfony/ai-voyage-platform Voyage platform bridge for Symfony AI	20	Experimental	1	PHP
23	ChikiChat/ai Build AI-powered applications	20	Experimental	13	TypeScript
24	pirafrank/jekyll-ai-related Jekyll plugin to generate list of related posts using AI as save them as site.data	19	Experimental	—	Ruby
25	cohere-ai/public-demos Public demos using the Cohere platform!	18	Experimental	11	TypeScript
26	rockerritesh/portfolio.llm web3.0 Portfolio	16	Experimental	1	HTML
27	hellojwilde/energetic-ai EnergeticAI is TensorFlow.js, optimized for serverless environments, with...	16	Experimental	36	TypeScript
28	mixedbread-ai/python-sdk mixedbread ai python sdk	14	Experimental	12	Python
29	sebington/sebington.github.io This repository hosts a single web page (blog)	14	Experimental	—	HTML
30	Heezer/aleph-alpha-client-java Java client library for Aleph Alpha	11	Experimental	2	Java
31	hermesloom/matchmind Towards hyper-minimalist social networks.	11	Experimental	2	TypeScript
32	patelvivekdev/jina-ai-provider AI SDK - Jina AI Provider	11	Experimental	—	TypeScript
33	gbrggrn/kotlin-qual-engine Developed as an ETL + Analysis pipeline to thematically cluster and visually...	11	Experimental	—	Kotlin