itstomo

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  1. I've developed a framework for multimodal semantic search (RAG), which orchestrates MongoDB, Pinecone, S3 bucket, LLM API, etc. If you are not too familiar with "semantic search," think of it as RAG. To enable semantic…

  2. Hey HN, If there is a pocket-sized compact hardware that hosts large-size open-source LLMs that you can connect offline, wouldn't it be helpful? The benefits: - You can use large-size open-source LLMs without using up…

  3. Hey hacker news, I'm looking for an AI agent that completes arbitrary tasks by using the entire PC (screen view + clicking buttons etc). I know there are many attempts to achieve this, but I don't know any one that…

  4. I'm developing a truly multimodal database by document db, object storage, and vector db into a nicely unified interface. Traditionally, text and other media files such as images, video, and audio are treated separately…

  5. chat AI (2023) -> -> AI agent (2204) -> MCP (early 2025) -> ??? (2025~) So... for an AI agent to be truly self-evolving, it has to have access to modify ITSELF, not only the outside world that it interacts with. This…

  6. There is no truly multimodal semantic search database. So I wanted to make one. https://www.capydb.com

  7. Product Hunt is staged and stolen. You can visit PH at 12am (PST) and see 10 products that get 50 upvotes immediately after launching. If you don't buy upvotes, you'll be wiped out from the top list and won't even be…

  8. 2023 was a year of pure upgrade of LLM models. 2024 was a year of improvements with more complex reasonings. 2025 might be the year of self-evolving AI agents with the capabilities of installing, subscribing to SaaS,…

  9. The current LangChian approach is framework-oriented, which treats frameworks themselves as the central part of the system and databases as a sub-part of the system. This gives a higher level of abstraction but a lower…

  10. Hi Hacker News, What do you think about "AI-Computer Interface"? Let me explain a bit. "Human-computer interface (HCI)", was first developed around WWII. Since then it evolved so much and today we have very…

  11. Integrating a robust RAG system into my application was more challenging than I anticipated. While excellent databases and frameworks are available, the process was far from straightforward. Vector databases served as a…

  12. RAG-Native Document DB (db.onenode.ai)