# charlie-chann/ai-agent-langgraph-main > A collection of 30 standalone AI agent projects built on LangGraph, LangChain and local Ollama: RAG, tools, multi-agent, vertical scenarios and workflows. Each project runs separately via Streamlit or FastAPI. - Magnitude: 0.0 out of 10 — Steady - Stars: 120 total · +0 stars on 2026-09-28 (UTC), ≈ 0 by evening - Star trust: star growth looks organic - Category: AI agents · Language: Python · Created: 2026-09-11 · Last push: 2026-09-13 - GitHub: https://github.com/charlie-chann/ai-agent-langgraph-main · Page: https://gitnova.dev/en/r/charlie-chann/ai-agent-langgraph-main ## Useful for - Run a RAG agent with hybrid retrieval and source citations - Build a multi-agent pipeline on LangGraph with collaborating nodes - Deploy a local agent on Ollama without sending data outside ## Why it’s here - The repository is 17 days old and already has 120 stars. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 7 - Issues and pull requests: 0 - Watchers: 4 - Average over the last week: 0 per day - Usual pace: 7 per day ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-10-04 … 2026-11-02: None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None ## Magnitude by day, last 14 days 09-15 3.9, 09-16 4.8, 09-17 0.2, 09-18 0.2, 09-19 0.1, 09-20 0.1, 09-21 0.0, 09-22 0.0, 09-23 0.0, 09-24 0.0, 09-25 0.0, 09-26 0.0, 09-27 0.0, 09-28 0.0 --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-09-28 00:05 UTC, updated every 30 minutes.