SJ @_Shubham_Jha
I'm an Engineer, so to save time let's just assume I'm always right Mumbai Joined December 2011-
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Here's the official GitHub repo for @CopilotKit's AG-UI: github.com/ag-ui-protocol… (don't forget to star 🌟)
The evolution of modern RAG Architectures. 👇 In general there are so many variations you can choose from but it all eventually converges to some flavour of Agentic RAG. 𝗡𝗮𝗶𝘃𝗲 𝗥𝗔𝗚: the regular “embed query -> retrieve -> inject retrieved context into prompt” type of…
Turn your laptop into a powerful RAG system! LEANN can index and search through millions of documents while using 97% less storage than traditional solutions without accuracy loss. 100% Open Source
Who is inducing failure in LLM Agentic Systems? This is a cool idea to diagnose errors in multi-agent interactions. AgenTracer-8B outperforms giant proprietary LLMs like Gemini-2.5-Pro and Claude-4-Sonnet by up to 18.18%.
Finally, a production-ready backend for Agents that actually works! xpander is a plug-and-play backend for Agents that manages memory, tools, states, version control, guardrails, and more. Works with any framework, like CrewAI, Agno, Langchain, etc. Fully self-hostable!
bored? build your own git: wyag.thb.lt build your own database: build-your-own.org/database/ build your own redis: build-redis-from-scratch.dev/en/introduction build your own neural networks: sausheong.github.io/posts/how-to-b… build your own os: youtube.com/watch?v=ZjwvMc… I can keep going....
qwen 2.5 14B, for under $350 becomes SoTA BEATS > OpenAI DeepResearch > Claude Research MATCHES performance of > Gemini 2.5 Pro train your own DeepResearch model following this tutorial & beat frontier labs State of The Art LLMs
Overwhelmed by the flood of papers? I highly recommend these must-read technical reports: K2, Qwen3, Qwen2.5-Omni, V3, and Claude 4. Huge thanks to the engineering teams who've done the heavy lifting, so we can learn from their insights! - Kimi K2: arxiv.org/abs/2507.20534 -…
Build and deploy LLM agents just using natural language! AutoAgent is the Fully-Automated & Zero-Code LLM Agent Framework that let's you create and deploy LLM agents using just natural language. 100% Open Source
RAG everything locally! Index millions of documents on your laptop using 97% less storage than traditional vector databases. Also work as a drop-in semantic search search MCP for claude Code. 100% Opensource and free with Ollama.
this paper describes the hash join algorithm used in duckdb. typically a hash join works as follows: - imagine two tables: Orders (can be large), Customers (hopefully small). - imagine JOIN on O.cust_id = C.cust_id - the db engine builds a hash table on the join key cust_id and…
this paper describes the hash join algorithm used in duckdb. typically a hash join works as follows: - imagine two tables: Orders (can be large), Customers (hopefully small). - imagine JOIN on O.cust_id = C.cust_id - the db engine builds a hash table on the join key cust_id and…
🚨BREAKING: A new open-source voice model just dropped and it’s better than ElevenLabs. This open-source voice AI is ultra-expressive, high quality, and fully free with no paywalls, no limits. Here’s how it works (with real examples):👇
New open-weights Chinese model with a really detailed tech report just dropped. It has tons of details on architecture and infra. Here are some of my notes and the parts I found interesting :)
imagine getting beaten by a chinese food delivering company at training an LLM (along with a banger tech report btw)
The Surprising Performance Drivers of HRM. A paper talk from Ndea AI researcher @k_schuerholt. We ran a series of ablation studies to determine what factors had the biggest impact on the Hierarchical Reasoning Model's performance on ARC-AGI.
Finding #1: The "hierarchical" architecture had minimal performance impact when compared to a similarly sized transformer A drop-in transformer comes within a few points without any hyperparameter optimization. See our full post: arcprize.org/blog/hrm-analy…

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