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. 2 score above 50 (established tier). The highest-rated is voyage-ai/voyageai-python at 53/100 with 93 stars.

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
1 voyage-ai/voyageai-python

Voyage AI Official Python Library
53
Established
2 awinml/voyage-embedders-haystack

Custom components for Haystack for creating embeddings and reranking...
53
Established
3 estebanpdl/osintgpt

An open-source intelligence (OSINT) analysis tool leveraging GPT-powered...
48
Emerging
4 FullStackWithLawrence/openai-embeddings

OpenAI chatGPT hybrid search and retrieval augmented generation
47
Emerging
5 patelvivekdev/voyageai-ai-provider

The Voyage AI Provider is a provider for the Vercel AI SDK. It provides a...
42
Emerging
6 iririthik/Kernolog

A real-time Linux log monitoring and semantic search tool that streams logs...
40
Emerging
7 calebevans/cordon

Reduce logs to their semantic anomalies
40
Emerging
8 gorango/ai-tool-retriever

Auto tool retrieval for the Vercel AI SDK
37
Emerging
9 SkywardAI/voyager

The project is OpenAI-like API service of SkywardAI ecosystem
37
Emerging
10 different-ai/embedbase-docs

moved https://github.com/different-ai/embedbase/tree/main/docs
35
Emerging
11 gmchad/embed-vtt

generate & query embeddings from VTT files using openai & pinecone on Andrej...
34
Emerging
12 Dicklesworthstone/swiss_army_llama

A FastAPI service for semantic text search using precomputed embeddings and...
34
Emerging
13 ResetNetwork/n8n-nodes

A collection of custom n8n nodes for enhanced document processing, text...
34
Emerging
14 Sineware/logstream

Simple syslog collection server with Embedding and LLM Capabilities
34
Emerging
15 patelvivekdev/mixedbread-ai-provider

The Mixedbread AI Provider is a provider for the Vercel AI SDK. It provides...
32
Emerging
16 AlessioGr/payload-plugin-ai

Currently just does embeddings!
31
Emerging
17 ntnu-arl/semantic-RL-inspection

This repository provides the source code for the paper Semantically-driven...
28
Experimental
18 ChikiChat/ai

Build AI-powered applications
27
Experimental
19 cohere-ai/public-demos

Public demos using the Cohere platform!
25
Experimental
20 symfony/ai-voyage-platform

Voyage platform bridge for Symfony AI
24
Experimental
21 theseedship/n8n-nodes-voyage-embeddings

n8n node to embed content with voyageai embeddings.
24
Experimental
22 hellojwilde/energetic-ai

EnergeticAI is TensorFlow.js, optimized for serverless environments, with...
23
Experimental
23 rockerritesh/portfolio.llm

web3.0 Portfolio
23
Experimental
24 tryAGI/VoyageAI

C# SDK for the Voyage AI API -- text embeddings, multimodal embeddings, and reranking
22
Experimental
25 tryAGI/Mixedbread

C# SDK for the Mixedbread AI API -- embeddings, reranking, vector stores,...
22
Experimental
26 tryAGI/Upstage

C# SDK for the Upstage API -- Solar LLM, embeddings, document parsing, OCR,...
22
Experimental
27 mixedbread-ai/python-sdk

mixedbread ai python sdk
21
Experimental
28 pirafrank/jekyll-ai-related

Jekyll plugin to generate list of related posts using AI as save them as site.data
21
Experimental
29 hermesloom/matchmind

Towards hyper-minimalist social networks.
18
Experimental
30 Heezer/aleph-alpha-client-java

Java client library for Aleph Alpha
18
Experimental
31 gbrggrn/kotlin-qual-engine

Developed as an ETL + Analysis pipeline to thematically cluster and visually...
13
Experimental
32 sebington/sebington.github.io

This repository hosts a single web page (blog)
13
Experimental
33 patelvivekdev/jina-ai-provider

AI SDK - Jina AI Provider
13
Experimental