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OpenKB, belgeleri LLM'lerle derleyip sorgulanabilir ve birbirine bağlı bir wiki tabanlı knowledge base'e dönüştüren açık kaynaklı bir araçtır.

Neden yükseliyor · 176 günde 4563 yıldıza ulaşması dikkat çekiyor; kalıcı wiki fikri, PageIndex tabanlı retrieval ve Karpathy'nin benzer bir konseptine yapılan atıf görünürlüğünü artırmış olabilir. Ancak son 28 günde commit ve farklı yazar sayısı sıfır; güncel geliştirme ivmesi olduğuna dair veri yok.

Fold look-alike CJK glyphs (Kangxi radicals, CJK radical supplements) so text extracted from PDFs matches again.

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.

An open-source, vector-free long-term memory engine for AI agents, achieving SOTA on LoCoMo and LongMemEval with significantly less context.

🧠 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

Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes adapter, and a LangGraph BaseSt

Embedded retrieval library built on Parquet. Fast, efficient, and scalable.

Retrieve by relevance, not resemblance: filter an AI assistant's memories with TypeSafe's Jev

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

Long-term memory plugin for DeepSeek Harness (dsh): four-channel retrieval fusion and continuous memory evolution. Memory construction and r

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Semantic retrieval for AI agents: high-recall memory and code search that cuts coding-agent token usage by nearly 50%

Production inference for encoder models - ColBERT, GLiNER, ColPali, embeddings etc. - as vLLM plugins for online and in-process deployment

Airgapped closed-corpus QA loop: a self-hosted Qwen3.6 agent explores a .zip dataroom under a token budget with local tools

Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3

Reproducible benchmark and reference pipeline for reranked long-term memory retrieval

Local document knowledge base for DeepSeek Harness: library_add/remove/list, hybrid semantic+keyword library_search with diversity re-rankin

Open-source context infrastructure for agents. Sync changes, inspect paths and read current source content through Python, CLI or MCP.

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

Long-term memory for LLM apps that shows its work: dated facts, as-of answers, supersession, and receipts on every answer. Library, CLI, loc

Declarative Document Indexing (DDI) framework for Python. Define schemas, extract structured indices, search smarter.

Train linear embedding adapters with triplet loss to align retrieval embeddings with your queries (RAG).

Federated, local-first search for an AI — one query across transcripts, files, knowledge graph, vector store, and the web, fused by trust-we

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

Zero-token long-term memory for Claude Code. Indexes your own session transcripts and retrieves evidence deterministically — entity-context

RAGless is a semantic retrieval system that answers questions about your documentation, without using an LLM at runtime.

One embedding space for text, image, video, audio, thermal, motion, and touch. Open weights, self-hostable.

Canonical memory infrastructure: BM25 recall over trusted files for AI agents.

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