VectorAdmin | The universal GUI for vector databases

Quick! Tell me _exactly_ what data is in your vector database?

That's what I thought. Whether you used LangChain, a text splitter or rolled your own you likely have no idea what is in your Pinecone or Chroma vector database. This makes your life as a developer or a business owner using LLMs with vector databases nearly impossible to manage at scale.

VectorAdmin gives you a universal GUI to read, write, create, and update entire namespaces, single documents, or even single VECTORS! You get full control + a whole suite of tools that make life easier.

It's time to stop playing around with introduction tools like Langchain that do document insertion with convenience at the cost of visibility and control and instead have the best of both worlds again.

100% OpenSource and MIT Licensed. 100% enterprise-ready. 100% purpose-built because this is a problem I have myself.

Be sure to star on Github! Looking forward to more contributors!

#openai #chatgpt4 #chatwithdocs #localgpt #privategpt #gpt #useGPT #gpt4all #ai #aitools #aitools2023 #aitoolsforbusiness #opensource #openaiapi #nodejs #reactjs #opensourcesoftware #documentsearch #vector #vectordata #pinecone #langchain #chroma #weaviate #llm #github #opensource #database #vectordb

[PrestonThornburg]

This looks fantastic! Great work, will be trying this out :)

[MartinBachmann]

Exactly what the world needs - thanks a lot!

[a]

oh Tim, I love your apps. I used to think yours are not flexible enough, but later reliazed that the "flexibility" that I was looking for is either above the current state of art(like use vector db to index my 33GB private academic paper lib), or not a meaningful use case(like cutomized agent with autogpt-like recursions).

[nicolasmunoz]

This is actually Amazing! I will be also great to directly query the database

[matthew_brown]

How about a 'complete' installation video?

[zanddr]

yeah we need this, rather then deleting entire namespace

[kevon]

Very useful. Does this work if you’re using open source embedding models from HuggingFace?

[grafixnetz]

Greetings! And thanks for your dedicated work!
I'm no great programmer but I'm getting the hang of AnythingLLM.
How can Vector-Admin be set up to run with AnythingLLM vector databases?
Thanks.

[hxxzxtf]

🎯 Key points for quick navigation:

00:13 *🤔 The speaker asks if you can tell him exactly what data is in your vector database, and guarantees that you can't.*
00:39 *🔓 VectorAdmin is a universal GUI that allows you to manage your vector data like any other database.*
01:05 *💼 VectorAdmin focuses on application, while other companies focus on infrastructure.*
02:11 *📁 VectorAdmin can connect to multiple types of databases, including Pinecone and Chroma.*
04:42 *🔑 When you first log in to VectorAdmin, you'll see a page with a red connection indicator because it hasn't been filled out yet.*
06:03 *⏱️ The sync Pinecone data button indicates that there's data in Pinecone that VectorAdmin doesn't know about.*
07:12 *📁 You can add documents directly into your Pinecone instance using an embedding service like OpenAI.*
09:04 *🔍 You can see what's in the vector database, including text chunks and embedded documents.*
10:02 *💪 You can edit or delete vectors atomically without affecting other workspaces or namespaces.*

Made with HARPA AI

[teddyperera]

I tried uploading a few PDFs to VectorAdmin, but after finishing processing, it shows "no text found" in all the chunks. There is no problem with the PDFs. I uploaded the same files to AnythingLLM, and they work fine and display correctly inside VectorAdmin. The issue occurs when uploading the PDFs through VectorAdmin. Can you please check?

[pooriaarab]

Yoo, running into trouble with yarn:

00h00m00s 0/0: : ERROR: [Errno 2] No such file or directory: 'dev:setup'

Any idea how to fix it?

[MilenaKondeva]

Great products (both VectorAdmin and AnythingLLM)! Would you add support for Neo4j Vector functionality?

[Bragheto]

Can I change the embedding function that's being used with the GUI or I must use Pinecone/Chroma defaults?

[HcDaN]

We need a docker image that has both AnythingLLM and VectorAdmin in it right?As a Windows 10 user, I use docker for AnythingLLM at work and at home, I need to sync Pinecone data to either side of the both.

[SimonAspelund]

Does Vectoradmin support connection to serverless pinecone indexes? Struggeling to connect

[barijaonalovasoarakotonand]

You have new follower🎉🎉🎉 about chroma, where we set/can find the api header when we try to log on chromadb ?

[experiential]

Anyway you can integrate a Bert-based Sentence Transformer like paraphrase-MiniLM-L6-v2 instead of using OpenAI for embeddings? This would be huge and cut down costs for large document embeddings.

[teddyperera]

any chance that this can work with PgVector?

[swamchem]

@Tim Carmbat, Is VectorAdmin an open source or a subscription based model?

[iclick]

Followed instructions for both docker & dev setup - doesn’t work! Can’t wait until it does