Superpowered AI is an end-to-end knowledge retrieval solution that makes it easy to build production-ready LLM applications with access to external knowledge.
This is the 2nd launch from Superpowered AI. View more
Superpowered AI
API for retrieval augmented generation
Superpowered AI is an end-to-end knowledge retrieval solution that makes it easy to build production-ready LLM applications with access to external knowledge.
Hello Product Hunt!
We’re excited to announce the release of The SuperStack alongside our new Chat Endpoint. Now, you can easily deploy conversational LLM applications with knowledge retrieval built-in. Our SuperStack suite of technologies directly targets common RAG failure modes, like hallucinations caused by out-of-context search results. Dive in and test it using our Playground, Python SDK, or clone these examples.
Problem 🤔
Many uses for LLMs, including most customer support and employee productivity applications, require effectively connecting LLMs to external knowledge sources. Doing this well is very hard. Current retrieval augmented generation (RAG) methods just take existing information retrieval methods and stuff the results into an LLM prompt. This works for simple demos, but usually isn’t reliable enough for real-world production applications.
Solution 🧠
Superpowered AI offers a REST API that lets you connect external data sources (like product documentation, for example) to LLMs. We leverage proprietary RAG technology that we’ve developed (we call it the SuperStack) to dramatically improve performance and reliability for a wide variety of use cases.
The SuperStack 🦸
The SuperStack has three components that directly tackle the problems with standard RAG pipelines:
AutoQuery → Convert user inputs into well-formed search queries for better retrieval results.
Relevant Segment Extraction (RSE) → Dynamically group clusters of relevant results into longer sections of contiguous text to provide better context to the LLM. This is especially useful for more complex questions, where the answer isn’t contained in a single sentence or paragraph.
AutoContext→ Automatically inject descriptive context into text chunks and embeddings, to capture the full context of each chunk of text, reducing the likelihood of poor search results and hallucinations.
Chat Endpoint 💬
Given that LLM applications often involve conversational interactions, we recently launched our Chat Endpoint to make it easy to configure and deploy chat applications that utilize our knowledge retrieval pipeline. We currently support GPT-3.5-Turbo and GPT-4, with Claude-Instant-1 and Claude-2 as our fallback models. We’ll have more models coming soon.
Custom Solutions 🌐
For companies that don’t have the resources or expertise to build their own LLM-based solutions, we’re here to help. Whether you're looking to enhance internal productivity or launch innovative new products with LLMs, we will work with you to bring your vision to life. Our team is dedicated to helping businesses of all sizes leverage the potential of AI to drive efficiency and customer love.
We look forward to hearing your feedback!
Been using Superpowered for some time now and love it to quickly plug in RAG into my apps. Currently working on a CRM for PE funds and Superpowered will again be my RAG stack of choice. Could luck further growing your product guys!
@timvanheugten Thank you, Tim! You've always been an impressive RAG specialist and we're pumped to have you with us. Can't wait to see the end result of the CRM for PE funds!
Congrats Team Superpowered AI on the successful launch on Producthunt! Your innovative solution to retrieve knowledge is really a game-changer. Just a thought, perhaps a user-friendly tutorial or demo could be included, to help new users better understand how to leverage your LLM applications. All the best!
Hi! Congrats on the launch. From a design perspective, I just have a few thoughts on the landing page copy. Here are the suggestions:
The Knowledge Base for 100s LLM Applications
Long-term memory infrastructure behind crystal-clear APIs
Superpowered AI
Superpowered AI
Crustdata
Superpowered AI