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XERJ, kod ve dokümanları yerel olarak indeksleyip agent ve uygulamalar için arama, RAG ve bellek işlevleri sunan Rust tabanlı bir arama motorudur.

Neden yükseliyor · 90 günlük yaşına karşılık 2.496 yıldız ve son 28 günde 307 commit dikkat çekiyor. README, belirli bir coding-agent çalışmasında aynı çözüm oranıyla 2,7 kat daha az output token ölçüldüğünü bildiriyor; bu sonuç proje tarafından yayımlanan bir çalışmaya dayanıyor ve bağımsız doğrulama bilgisi verilen içerikte net değil. Yüksek commit sayısına rağmen dönemde yalnızca 2 farklı yazar bulunması aktivitenin dar bir ekibe bağlı olabileceğini gösteriyor.

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markd

AI pair programming in your terminal — one static binary, sub-ms startup, any model

Long-term memory for any AI agent. One Rust binary, offline, 98.2% recall@5 on LongMemEval-S. Self-host free or use Uteke Cloud.

A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.

SearchCLI, Volcengine AI Search hizmetlerini CLI ve installable Viking skills üzerinden agent ve iş sistemlerine bağlar.

Neden yükseliyor · 142 günlük yaşına göre 1184 yıldız ve son 28 günde 21 commit ile görünür ilgi ve yakın dönem aktivitesi var; üç farklı yazar katkısı da hareketliliği destekliyor. README, agent entegrasyonu ve otomasyona uygun CLI akışlarını öne çıkarıyor; yıldızların veya yükselişin kesin nedenini mevcut verilerle doğrulamak mümkün değil.

🔥🔥🔥 Turn AI-written code into real apps. Nubase is an open-source, AI-native backend platform for AI Coding, agentic applications, and moder

Fast, AI-agent-native code search in Rust — hybrid BM25 + semantic, Tree-sitter AST chunking, dependency & impact analysis. Drop-in replacem

🧠 Production-grade memory sidecar for AI agents — gbrain + Hindsight + 3-tier recall. Agent-agnostic, battle-tested. | 生产级外挂记忆系统，兼容Hermes/Cl

Open-source video processing core and CLI. Search and annotate local videos with your own model endpoints.

Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini

Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offli

Selfhost modern LLM stacks. Run the whole fleet from your terminal

CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically que

Skill to generate the knowledge vault for projects using the Ralph loop

AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all three, through CLI, MCP, REST, and dashboard.

A local dual-layer memory pattern for AI agents: a compact, human-readable markdown index paired with semantic retrieval from a local vector

Turn one machine into a private ChatGPT for a whole room. One command sets up Ollama, Open WebUI, RAG and an OpenAI-compatible API sized to

Your AI agents can't see your files. ctxd connects your cloud data and makes it searchable via API, CLI, or MCP.

SQL-like query language and CLI for Qdrant vector search engine

Bounded, inspectable LLM inference pipelines from declared YAML — runs offline against Ollama or any OpenAI-compatible local server, emittin

MCP-native code retrieval for AI agents — 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup

RAG pipeline security testing toolkit - 27 techniques across 6 kill chain phases, mapped to MITRE ATLAS

Per-project semantic search over Claude Code session history. Indexes JSONL transcripts into SQLite; retrieves via bge-m3 embeddings (Ollama

A terminal-based, multi-domain support-ticket triage agent grounded in a local support corpus.

A lightweight CLI tool for RAG over local documents

Turn documents into high-quality instruction datasets with grounding, quality filtering, deduplication, and provenance.

🦅 Open-source AI agent runtime in Rust — Self-hostable with persistent memory, self-improving skills, MCP support, built-in cron, multi-plat

An AI chat agent (harness) with integrated tools, skills and an optional knowledge base. Chat with any OpenAI-compatible LLM, use built-in i

Local-first memory context for Pi coding agents.

Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Mar

Scaffold production-ready AI agent projects in Python (ReAct, RAG, and Multi-Agent Supervisor) with one CLI command

Self-learning AI agent that gets smarter and cheaper over time. Routes between local and cloud LLMs, learns from every interaction, remember

High-fidelity transcript memory for Claude Code — index every session, recall byte-identical, search, prune, compose. Local-first, stdlib-on

crawl4ai for video & audio — turn any YouTube video, podcast, or recording into clean timestamped markdown, or a verified TTS/STT training d

CogDoc — 面向个人与团队的本地优先 AI 知识与研究工作台：多源 RAG、Deep Research、可验证引用、审核闭环、细粒度 ACL 与 Rust 加速混合检索。 CogDoc — A local-first AI knowledge and research w

CLI advisor for ClickHouse query optimization. Formally verified rewrite rules + RAG + MCP server.

Measure whether an embedding upgrade is worth it, bridge it without reindexing when it is, and migrate safely when you are ready.

Regression testing and configuration sweeps for RAG pipelines, with the statistics to know whether a change actually helped.

CLI + MCP for agent context: a task layer over TickTick, Notion, GitHub, Obsidian & more (RRF retrieval, provenance, reviewed writes, undo)

Local-first semantic search engine for your files — hybrid BM25 + vector + HyDE search over docs, PDFs, images, audio and video. 100% offlin

Local-first personal knowledge base CLI — hybrid FTS + pgvector search, a GraphRAG entity graph, and LLM enrichment over your notes, transcr

Local-first evaluation framework for RAG systems and AI Agents. 18+ metrics, CLI + SDK, framework-agnostic. The pytest of AI evaluation.

Local session transcript memory for Claude Code and Codex — search past sessions with FTS5 + semantic vectors.

Your agent can read git log. It can't read the shell commands you tried that failed. NexusMem indexes shell history with exit codes, git com

chew through any source into clean datasets! a fast ingestion, RAG & fine-tuning toolkit

潜伏在终端与桌面里的幽灵 AI 编程 agent「Wraith」· A ghost-themed AI coding agent for terminal & desktop

TokenPack packs long documents, codebases, PDFs, and folders into compact, evidence-dense LLM context using local embeddings, evidence scori

Source-grounded, bilingual, local-first AI note taker: turn documents, audio, video and links into notes you can trace, edit and reuse. Ever

The open testing standard for voice AI agents. Deterministic + semantic + RAG augmented evaluation. Local first. Zero telemetry.