Mutable.ai is a living AI expert on your codebase, that is: 1) aware of your entire codebase, 2) can answer almost any question at a human level of quality. Try it out on an example here https://wiki.mutable.ai/langchain-ai/langchain
Mutable.ai v3 is here. Mutable.ai is aware of your entire codebase and can answer questions with an uncanny human-like quality.
Generic LLMs have two flaws:
1) They currently have context windows that are too small to accommodate most codebases, let alone your entire org's codebases.
2) They need to reason immediately to answer any questions without thinking through the answer "step-by-step".
Mutable.ai does it's homework by writing an entire Wikipedia style article on your codebase, this wiki serves as an intermediate reasoning step that allows it to answer questions more intelligently.
We also leapfrog traditional RAG by giving an LLM a "language map" of your entire codebase, it turns out language models love being given language and not a bunch of vectors or keywords!
We are introducing evals demonstrating how much better our chat is with this approach, more on this soon!
About Mutable.ai on Product Hunt
“Create a living AI expert on your codebase”
Mutable.ai launched on Product Hunt on July 22nd, 2024 and earned 112 upvotes and 19 comments, placing #21 on the daily leaderboard. Mutable.ai is a living AI expert on your codebase, that is: 1) aware of your entire codebase, 2) can answer almost any question at a human level of quality. Try it out on an example here https://wiki.mutable.ai/langchain-ai/langchain
On the analytics side, Mutable.ai competes within Developer Tools and Artificial Intelligence — topics that collectively have 977.5k followers on Product Hunt. The dashboard above tracks how Mutable.ai performed against the three products that launched closest to it on the same day.
Who hunted Mutable.ai?
Mutable.ai was hunted by Omar Shams. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Mutable.ai including community comment highlights and product details, visit the product overview.
Omar Shams