- Agent Graph Engineering, parts 2 to 7: services, contracts, tools, subgraphs, and stopping for a person
Hi all, A while back I shared the start of a series on building a LangGraph app that survives contact with production (that post). Six more parts are up since then. These are the...
33 points8 comments7 d ago
- qdrant vs pgvector?
Hi folks, anyone using qdrant or pgvector, please share your experience working with them and your reason for going with them instead of others?
13 points8 comments2 d ago
- How do you catch third-party API schema drift when a LangChain tool still returns 200?
A tool calls a vendor API. The vendor renames customerid to id, the response is still valid JSON, and the tool call succeeds at the HTTP level. The first obvious failure might be a later step that...
13 points18 comments5 d ago
- I built a fully offline RAG system on my laptop with Ollama (zero API fees)
Just published a short practical video where I run RAG completely offline on my own laptop using Ollama. No cloud, no API keys, no data leaving the machine. In the video I show: Setting up local...
10 points9 comments6 d ago
- which vector database you use in your production/mvp RAG and why did you choose over others?
Hi folks, curious on what vector database do you guys use in your production/mvp and why did you choose to go with your choice over others?
9 points17 comments3 d ago
- Guide to long-running agentic workflow design
TL;DR: Long-running AI agents eventually suffer from context bloat, state loss, or hallucination loops. I've just published an open-source guide detailing architecture patterns for maintaining...
7 points0 comments3 d ago
- NextRole is now hosted: a multi-agent career assistant on LangGraph + DeepAgents, free to try
A while back I shared NextRole here. It’s a side project where a supervisor agent runs three subagents (hiring recon, resume tailoring and interview coaching) on LangGraph + DeepAgents. It’s now...
7 points7 comments6 d ago
- GPT-OSS-120b, Empty responses and tool calls
I have gpt-oss-120b hosted on azure and use AzureChatOpenAI for model invokes. The model has 2 calls bind to it and for some reason it fails to provide any content and tool\calls in its response....
6 points13 comments4 d ago
- Text-to-SQL retriever for LangChain/LangGraph that cuts ~91% of schema tokens (#1 on BIRD Mini-Dev)
I built schemagate (Apache-2.0). Instead of pasting the whole schema into the prompt, it picks only the tables a question needs. It runs offline (BM25 plus a small embedder) and makes no model...
6 points3 comments6 d ago
- AI agents can call any API we hand them. The hard question is which of those calls are safe to let through.
4 points0 comments21 h ago