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RAGFlow is an agent-native database: a Retrieval-Augmented Generation (RAG) engine that grew into context infrastructure.
ai ai-agents knowledge-compilation rag context-engine retrieval-augmented-generation context-management agentic-search agentic-ai context-engineering agent-harness agentic-retrieval harness-engineering search-harness agent-native-database retrieval-harness
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
python agent typescript compression ai proxy mcp tokens openai cursor rag fastapi llm prompt-engineering langchain anthropic context-window claude-code token-optimization context-engineering
Spec-driven development (SDD) for AI coding assistants.
from vibe coding to agentic engineering - practice makes claude perfect
ai best-practices pakistan ai-agents claude boris pakistani-developer anthropic claude-ai agentic-workflow agentic-ai vibe-coding claude-code agentic-coding context-engineering agentic-engineering claude-code-commands claude-code-agents claude-code-skills claude-code-best-practices
A light-weight and powerful meta-prompting, context engineering and spec-driven development system for Claude Code by TÂCHES.
《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
agent reinforcement-learning book mcp multi-agent multimodal rag ai-agent large-language-models llm agent-memory coding-agent context-engineering
Breakthrough Method for Agile Ai Driven Development
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
information-retrieval ai retrieval agents reasoning ai-agents rag vector-database llm retrieval-augmented-generation agentic-ai context-engineering
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
edtech knowledge-base self-study knowledge-management ai-agents document-processing rag llm study-tools pdf-to-markdown agent-skills context-engineering book-to-skill
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free
open-source ai knowledge knowledge-graph help-wanted graph-database memory-management ai-agents contributions-welcome cognitive-architecture good-first-issue good-first-pr vector-database graph-rag ai-memory cognitive-memory agent-skills agent-memory context-engineering
Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, deterministic completion gate. Manus-style. Install from npm, the Claude Code plugin marketplace, or npx skills. Codex, Cursor, OpenCode, 60+ agents.
planning cursor codex multi-agent-systems autonomous-agents claude manus github-copilot llm-agents agent-skills claude-code coding-agent context-engineering session-recovery claude-skills claude-code-skills long-running-agents context-rot hermes-skill hermes-plugin
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
python information-retrieval framework ai mcp orchestration multi-agent agents semantic-search ai-agents rag agent-framework large-language-models llm generative-ai genai retrieval-augmented-generation agentic-rag agentic-ai context-engineering
GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.
bigquery charts sql dashboard clickhouse mcp postgresql snowflake business-intelligence databricks ai-agents genbi text-to-sql rag semantic-layer text2sql duckdb llm generative-ai context-engineering
Open-source plugin for designing and reviewing software with agents
multi-agent gemini developer-tools codex ai-agents llm prompt-engineering coding-agents antigravity agent-skills claude-code spec-driven-development context-engineering claude-code-plugin claude-skills codex-plugin
Graph-Native Infrastructure for Context and Accountable AI Systems
python ai ontology provenance artificial-intelligence data-engineering knowledge-graph developer-tools semantic-search reasoning explainable-ai decision-intelligence llm ai-governance generative-ai graph-rag ai-infrastructure agent-memory context-engineering context-graphs
Incremental engine for long horizon agents 🌟 Star if you like it!
python rust real-time ai etl indexing data-engineering knowledge-graph help-wanted data-processing semantic-search change-data-capture ai-agents data-indexing rag llm context-engineering codebase-intelligence agentic-data-framework long-horizon-agent
Git. Ship. Done - Core
One shared memory for every coding agent on your team. Claude Code, Cursor and Codex get a map of your code and your team's past decisions, so they pick up where you left off.
cli open-source tree-sitter mcp gemini knowledge-graph openai developer-tools cursor codex ai-agents code-graph llm anthropic mcp-server claude-code context-engineering
Agentic AI Framework for Java Developers
java workflow graph artificial-intelligence multi-agent agentic spring-ai reactagent context-engineering
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