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Search finds documents. My graph finds consequences.

How I built Premise, a company brain for engineering decisions, on FalkorDB for WeMakeDevs × FalkorDB Graph Hacks. The 7 minute demo, if you prefer…

falkordbgraphdatabaseknowledgegraphhackathon
Dev.to Oct 18, 2026, 11:29 UTC
EN

Why Agents Need a Knowledge Base: The Gaps an LLM Can't Fill by Itself

When a team starts building an agent, the first version is very often only a model, a system prompt and a few tools, and for a demo that is usually…

ragknowledgegraphdotnetaiagents
Dev.to Oct 16, 2026, 16:26 UTC
EN

Building an investing knowledge graph, part 6: if you're merging data from more than one source, you'll hit this

Building an investing knowledge graph, part 6: if you're merging data from more than one source, you'll hit this Since part 5 went up, I've had two…

graphdbknowledgegraphentityresolutiondataengineering
Dev.to Sep 10, 2026, 02:55 UTC
EN

Dissecting Semantica’s Graph-Native Core: The Missing Layer Between Context and Accountability

I opened semantica-agi/semantica during a short coding break because the project’s graph-native approach addresses a problem I keep seeing in gatewa…

pythonknowledgegraphaidataengineering
Dev.to Sep 4, 2026, 14:01 UTC
EN

We Almost Deployed a Temporal Knowledge Graph. The Eval Said No.

The eval that killed the temporal knowledge graph asserted one thing: at time T, the agent should report the state that was true at T. It failed 41%…

aiagentsknowledgegraphevaluationrag
Dev.to Aug 14, 2026, 06:15 UTC
EN

When the same incident becomes five separate events in your graph

A single corporate event in East Asia rarely shows up once. A merger gets filed at OpenDART in Korean, reported by EDINET in Japanese a day later, p…

graphragknowledgegraphmachinelearningpython
Dev.to Jul 21, 2026, 02:37 UTC
EN

How Japan’s Research Labs Are Building RAG Systems That Actually Work — And What Western Teams Keep Getting Wrong

Your vector database is returning relevant chunks. Your embedding model scores 0.89 on retrieval benchmarks. Your PM calls it "AI-powered search." B…

aiprogrammingknowledgegraphrag
Dev.to Jun 20, 2026, 05:09 UTC
EN

Building Knowledge Graphs with Gemini

✨ Overview In this exploration, we'll see how to turn raw, unstructured documents into structured knowledge graphs using Gemini. We'll start by prot…

aigeminiknowledgegraphdataextraction
Dev.to Jun 12, 2026, 17:37 UTC
EN

How I Built a RAG System With a 7-Million-Node Knowledge Graph (And Why Vector Search Alone Isn't Enough)

Building The Librarian: A Knowledge Graph-Powered RAG System for Medical and Scientific Literature How I built a conversational knowledge management…

graphragknowledgegraphpythonneo4j
Dev.to May 17, 2026, 22:20 UTC
EN

MemoryGraph – Git for knowledge, built to capture research dead ends

The problem nobody talks about $100B+ is wasted annually in research duplication. Economists estimate that the failure to share negative results bur…

pythonopensourceresearchknowledgegraph
Dev.to May 8, 2026, 14:14 UTC

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