This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
Aktilot
Build AI Agents that understands your documents.
Aktilot is a self-hosted, open-source RAG platform for chatting with your documents. Hybrid BM25 + vector retrieval, durable Temporal workflows, full observability, and cited answers — all running on your own infrastructure. No data leaves your servers.
👋 Hi everyone!
I'm Vikas, the creator of Aktilot.
I started building Aktilot because I realized that building a production AI application involves much more than just connecting an LLM to a vector database. You need document ingestion, hybrid search, reranking, workflow orchestration, benchmarking, observability, and evaluation—all working together.
Aktilot is an open-source AI platform that helps developers build, evaluate, and operate production-ready AI applications.
What you can do with Aktilot
📄 Chat with your documents using RAG
🔍 Hybrid search (vector + keyword)
🔄 Workflow orchestration for AI pipelines
📈 Built-in observability and execution insights
🤖 Support for both cloud and local LLMs (including Ollama)
My goal is simple: make it easier for developers to move from AI prototypes to production systems.
Aktilot is completely open source, and I'd love your feedback.
A few questions for the community:
- What's been the biggest challenge in taking an AI application to production?
- Which feature would make Aktilot most valuable for your team?
Thanks for checking it out! I'll be here throughout the day to answer questions and discuss ideas. 🚀
About Aktilot on Product Hunt
“Build AI Agents that understands your documents.”
Aktilot was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #135 on the daily leaderboard. Aktilot is a self-hosted, open-source RAG platform for chatting with your documents. Hybrid BM25 + vector retrieval, durable Temporal workflows, full observability, and cited answers — all running on your own infrastructure. No data leaves your servers.
On the analytics side, Aktilot competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Aktilot performed against the three products that launched closest to it on the same day.
Who hunted Aktilot?
Aktilot was hunted by Vikas Pandey. 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 Aktilot including community comment highlights and product details, visit the product overview.
Vikas Pandey