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@kjoshi07 kjoshi07 released this 20 Jun 13:20
· 37 commits to main since this release
v0.4.0
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Learn about vigilant mode.

agentforge-graph 0.4.0 — framework awareness goes wide, retrieval gets measured, config gets simpler.

Highlights

  • SurrealDB storage backend (ENH-010) — graph + vectors in one server, conformance-verified.
  • Cross-file framework resolution (ENH-011) — include_router prefix composition + DI grounding (FastAPI).
  • Four new route packs (ENH-012) — Gin (Go), ASP.NET (C#), Laravel (PHP), Rails (Ruby) → 11 packs across 6 languages, plus generic cross-file route-handler grounding.
  • Bedrock-native reranker + measured benchmark (ENH-013) — torch-free Bedrock Rerank; an objective NL→code benchmark (388 queries / 4 OSS repos) shows base retrieval MRR 0.95 / recall@1 0.92 and a statistically-significant rerank lift (ΔMRR +0.019, p<0.001). See the README "Retrieval quality (measured)".
  • One config file — engine config consolidated into agentforge.yaml under app: (auto-discovered; plain pyyaml, ADR-0001); ckg.yaml standalone still supported.
  • HTTP MCP auth now rides the framework's from_http(middleware=) seam (no reimplemented runner).
  • Developer guides (numbered learning path + TL;DRs) incl. a Getting-started walkthrough, a demo GIF, community health, and the AgentForge pin bumped to >=0.3,<0.4.

Full detail: CHANGELOG.

Verification: 724 tests / 95% coverage / ruff + mypy clean; live Bedrock embed + rerank, live MCP HTTP auth, and Neo4j/pgvector/SurrealDB conformance all green. PyPI publish to follow after manual validation.

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