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Avis sur 8 Vectorize.io
When setting up RAG, I focus mainly on three things: how easy is it to set up and maintain, does it have enough flexibility for my needs, and how good is the output. Vectorize does an excellent job on all three. Avis collecté par et hébergé sur G2.com.
Maybe one potential area to improve on would be to add to the customization options like being able to integrate a custom chunking strategy. The current chunking strategies are already great though and they provide evaluations to compare them too. Avis collecté par et hébergé sur G2.com.
I had been searching for a way to create my own custom AI chatbot for my company with our knowledge base and document data. I wanted to be able to maintain ownership of that data, and avoid paying exorbitant fees for tools like Guru, or starting things from scratch with libraries from Github.
With so many options on how to approach this problem, I found out about Vectorize while browsing Reddit and learning about RAG. I was able to get started for free and created a RAG pipeline in Vectorize with very little effort, and signed up for Pinecone (also free) to store the data.
After about an hour, I had everything up and running. They have tons of great connectors already for source data (I am using Firecrawl and Google Docs). I referenced Vectorize's documentation and also started a live chat with their helpful team. Testing was also super simple with their built-in "RAG Sandbox" feature that allowed me to speak directly to the RAG db without deploying any code.
Fast forward 3-4 more hours, I integrated the pipeline I created in Vectorize to our company Slack and Zendesk instances via Pipedream.
The results have been overwhelmingly positive, and this pipeline is automatically updating weekly with new/updated content.
I simply cannot recommend this product enough to anyone looking to get a custom RAG solution up and running without burning too much time in the nitty gritty details, while still maintaining total control over the process and data. Avis collecté par et hébergé sur G2.com.
It's hard to think of any given everything is working so well, but if I had any suggestions, in the future, I would like to see an option to add additional sources to an existing Pinecone db, without having to create a new pipeline entirely, so long as the chunking and other parameters from the model are identical. Avis collecté par et hébergé sur G2.com.
Vectorize.io is an affordable, simple and efficacious RAG solution that covers all bases, including their latest Iris model that allows images to be indexed. At no point in my usage of this service did I ever feel like things were out of my scope or too difficult to be achieved.
It has enhanced my understanding of and the way I interact with AI. Avis collecté par et hébergé sur G2.com.
I had some difficulties with the UI and it felt barebones. I hope this can be improved upon.
I encountered some bugs that the devs have worked with me to fix but it has cost me some (but not a lot) of money.
I hope RAG pipelines will be less rigid one day, allowing us to dynamically adjust their conditions / parameters. Avis collecté par et hébergé sur G2.com.
Very intuitive no-code system for testing and setting up various embeddings APIs
Lots of options for which components you can use to integrate your RAG system
Super helpful team, easy to communicate with Avis collecté par et hébergé sur G2.com.
The databases they support are the most popular choices, but there could be more. The team says more are coming every day. Avis collecté par et hébergé sur G2.com.
- Real-time pipeline for relevant and timely context
- Very simple setup and maintenance
- Customizable connectors
- Evaluation and RAG sandbox
- Rapid pace of platform features and enhancements Avis collecté par et hébergé sur G2.com.
Not much to dislike. I've had a few UI/UX issues in the past but these are often fixed or improved before I even get the chance to share feedback with the Vectorize team Avis collecté par et hébergé sur G2.com.
Makes it easy to connect RAG sources for places where non-technical users want to store them!
Furthermore, Chris and the team are very responsive to their customers at evolving the offering to meet our evolving needs.
It was very easy to get setup and started using Vectorize. The costs are very afforable. I'm quite happy! Avis collecté par et hébergé sur G2.com.
It doesn't support all import file formats prresently. Avis collecté par et hébergé sur G2.com.
Viewability into the entire pipeline process
Modularity of the building process
Customizability of the process Avis collecté par et hébergé sur G2.com.
UI could be faster - sometimes time to view tabs lags on high numbers of vectors
More metadata customizations Avis collecté par et hébergé sur G2.com.
La plateforme est incroyablement intuitive, ce qui la rend très facile à utiliser et à analyser des documents. L'une de mes fonctionnalités préférées est la capacité d'extraire des points saillants basés sur les données, ce qui améliore considérablement la productivité.
Le mode sombre et le tableau de bord élégant sont fantastiques, offrant une expérience utilisateur confortable et visuellement attrayante. De plus, le choix de différents modèles garantit que la qualité du contenu est de premier ordre et adaptée à mes besoins spécifiques. Avis collecté par et hébergé sur G2.com.
Bien que j'aime la plateforme, je pense qu'il y a place à l'amélioration dans la mise en évidence des résultats. Si le contenu mis en évidence pouvait être marqué différemment, cela rendrait la lecture encore plus rapide et plus efficace. Avis collecté par et hébergé sur G2.com.
