v0.4.0
NirDiamant/RAG_Techniquesv0.4.0Sep 16, 2026by github-actions[bot]
Upgrading?
AI Summary
This release significantly improves the retrieval capabilities by adding Chinese-aware BM25 search with optional cross-encoder re-ranking. It also expands CLI and TUI functionality with a new HTTPS profile, configurable layouts, and new REPL commands.
Key Highlights
- Chinese-aware BM25 retrieval with cross-encoder re-ranking
- HTTPS VPS compose profile for web
- Configurable TUI layout with findings evidence and transcripts
- REPL slash commands for experience loop
- Built-in ScanMalware MCP server
New Features
- Chinese-aware BM25 retrieval
- Cross-encoder re-ranking
- HTTPS VPS compose profile
- Configurable TUI layout
- REPL slash commands
- ScanMalware MCP server
- CLI clipboard fixes
Full Release Notes
## What's Changed * feat(kb): 中文感知 BM25 检索 + 可选 cross-encoder 重排序 by @SummerCaptain in https://github.com/Netw0rkNoob/VulnClaw/pull/252 * fix(i18n): add missing cli.host_no_set English translation by @Shxiao101 in https://github.com/Netw0rkNoob/VulnClaw/pull/257 * docs: remove README references to nonexistent docs/keyless-auth.md by @Shxiao101 in https://github.com/Netw0rkNoob/VulnClaw/pull/259 * fix(cli): paste and scroll classic /config panel by @JMAN730 in https://github.com/Netw0rkNoob/VulnClaw/pull/264 * feat(cli): expose experience loop as REPL slash commands by @JMAN730 in https://github.com/Netw0rkNoob/VulnClaw/pull/265 * feat(web): add HTTPS VPS compose profile by @JMAN730 in https://github.com/Netw0rkNoob/VulnClaw/pull/266 * feat(tui): configurable container layout with findings evidence and sub-agent transcripts by @FarStar-CN in https://github.com/Netw0rkNoob/VulnClaw/pull/268 * Unclecheng li patch 1 by @Unclecheng-li in https://github.com/Netw0rkNoob/VulnClaw/pull/270 * Unclecheng li patch 2 by @Unclecheng-li in https://github.com/Netw0rkNoob/VulnClaw/pull/271 * fix(solver): break the tool-less spin loop; doctor gains --probe-llm by @Unclecheng-li in https://github.com/Netw0rkNoob/VulnClaw/pull/273 * feat(mcp): add ScanMalware as a builtin remote MCP server by @jonaslejon in https://github.com/Netw0rkNoob/VulnClaw/pull/274 * fix(cli): read the Windows clipboard over stdout; drop a dead README link by @Unclecheng-li in https://github.com/Netw0rkNoob/VulnClaw/pull/276 * fix(cli): register /mode in the classic REPL; document safety.* config by @Unclecheng-li in https://github.com/Netw0rkNoob/VulnClaw/pull/278 * chore(release): bump version to 0.4.0 by @Unclecheng-li in https://github.com/Netw0rkNoob/VulnClaw/pull/280 ## New Contributors * @SummerCaptain made their first contribution in https://github.com/Netw0rkNoob/VulnClaw/pull/252 * @Shxiao101 made their first contribution in https://github.com/Netw0rkNoob/VulnClaw/pull/257 * @jonaslejon made their first contribution in https://github.com/Netw0rkNoob/VulnClaw/pull/274 **Full Changelog**: https://github.com/Netw0rkNoob/VulnClaw/compare/v0.3.9...v0.4.0
Related Repositories
rasbt/LLMs-from-scratch★ 107,079
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
lyogavin/airllm★ 40,215
AirLLM 2.8T LLM inference with single 4GB GPU
microsoft/OmniParser★ 25,539
A simple screen parsing tool towards pure vision based GUI agent
karpathy/nn-zero-to-hero★ 24,907
Neural Networks: Zero to Hero
NirDiamant/GenAI_Agents★ 24,660
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.