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venture pathfinder.stub
id: venture-pathfinder name: Venture Pathfinder repo_path: ~/Documents/sw30labs/repos/venture-pathfinder remote_url: https://github.com/sw30labs/venture-pathfinder.git primary_language: Python framework: LangGraph + Neo4j category: agentic-frameworks stacks: [langgraph, agentic, mlx] ingested: 2026-07-09 last_commit_date: 2026-05-31
Scans local git repositories and research assets, creates durable per-project profiles, loads them into a graph store, and generates venture paths from the patterns hidden across a body of work. Intended as a strategic sparring partner: a source of truth for what has been built, what recurs, what is reusable, and where the white space is.
LangGraph StateGraph improvement engine (project_intel/improvement/) over a Neo4j graph backend, driven by a local OMLX server (DeepSeek-V4-Flash default). A Fabric-inspired Pattern Engine supplies composable, attribution-preserving thinking patterns; DuckDuckGo (ddgs) provides external research. Emits per-project profiles, a venture radar, and concept maps. CLI via Typer.
ddgs, neo4j, pydantic, rich, typer. Docker Compose for the Neo4j backend. OMLX (OpenAI-compatible) as the LLM.
No CI workflows. uv sync; CLI entrypoint project_intel/cli.py.
- wiki-vs-rag — related knowledge-over-a-corpus retrieval question
- gitnexus-fleet — also reasons over local repositories at scale
- local-mlx-responsesAPI-server — OMLX/OpenAI-compatible local backend it targets
- Tags: [python, langgraph, mlx, rag]