Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

117

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    Agente
    Attivo

    TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.

    githubcrescita misurataApri fonte ↗

    40 484stelle GitHub+6 (+0.01 %)
  2. 2

    Altro
    Attivo

    Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.

    githubcrescita misurataApri fonte ↗

    877stelle GitHub+4 (+0.46 %)
  3. 3

    Altro
    Attivo

    High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

    githubcrescita misurataApri fonte ↗

    5 736stelle GitHub+5 (+0.09 %)
  4. 4
    Attivo

    USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with…

    githubcrescita misurataApri fonte ↗

    177stelle GitHub+2 (+1.1 %)
  5. 5

    MCP
    Attivo

    A semantic search engine for files and code.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add vexor -- uvx vexor

    239stelle GitHub+2 (+0.84 %)
  6. 6
    Attivo

    AST knowledge graph MCP server for Claude Code — semantic search, call graph traversal, HTTP route tracing, impact analysis. Auto-indexes 10 languages via Tree-sitter.

    githubcrescita misurataApri fonte ↗

    71stelle GitHub+1 (+1.4 %)
  7. 7

    Altro
    Attivo

    CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

    githubcrescita misurataApri fonte ↗

    4 432stelle GitHub+3 (+0.07 %)
  8. 8
    Attivo

    Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls published pages back in before they go stale — writer ≠ reviewer,…

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/alfadur7/llm-wiki-newsroom ~/.claude/skills/llm-wiki-newsroom

    80stelle GitHub+1 (+1.3 %)
  9. 9

    Agente
    Attivo

    BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

    githubcrescita misurataApri fonte ↗

    11 923stelle GitHub+3 (+0.03 %)
  10. 10

    MCP
    Attivo

    MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

    githubcrescita misurataApri fonte ↗

    102stelle GitHub+1 (+0.99 %)
  11. 11
    Attivo

    Self improving agents through iterations

    githubcrescita misurataApri fonte ↗

    105stelle GitHub+1 (+0.96 %)
  12. 12

    Skill
    Attivo

    Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. It is local-first and under…

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/docmancer/docmancer ~/.claude/skills/docmancer

    123stelle GitHub+1 (+0.82 %)
  13. 13

    Agente
    Attivo

    Ruby's capable AI runtime

    githubcrescita misurataApri fonte ↗

    138stelle GitHub+1 (+0.73 %)
  14. 14

    Libreria
    Attivo

    LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

    githubcrescita misurataApri fonte ↗

    3 249stelle GitHub+2 (+0.06 %)
  15. 15
    Attivo

    Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

    mcpcrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://sui.mcp.kapa.ai

    7 740stelle GitHub+2 (+0.03 %)
  16. 16
    Attivo

    Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add shodh-memory -- npx @shodh/memory-mcp

    276stelle GitHub+1 (+0.36 %)
  17. 17

    MCP
    Attivo

    Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

    githubcrescita misurataApri fonte ↗

    372stelle GitHub+1 (+0.27 %)
  18. 18

    Libreria
    SconosciutoUltimo commit: non disponibile

    Typescript bindings for langchain

    npmcrescita misurataApri fonte ↗

    Installa npm install langchain

    1 997 384download in 7 giorni-22 207 (-1.1 %)
  19. 19
    SconosciutoUltimo commit: non disponibile

    Embeddings, Retrieval, and Reranking

    pypicrescita misurataApri fonte ↗

    Installa pip install sentence-transformers

    5 313 257download in 7 giorni-1 809 510 (-25.4 %)
  20. 20

    Libreria
    SconosciutoUltimo commit: non disponibile

    Interface between LLMs and your data

    pypicrescita misurataApri fonte ↗

    Installa pip install llama-index

    762 620download in 7 giorni-556 575 (-42.2 %)
  21. 21
    Attivo

    An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.

    githubcrescita misurataApri fonte ↗

    4 950stelle GitHub-2 (-0.04 %)
  22. 22

    Altro
    Attivo

    The .NET library to build AI agents with 30+ built-in connectors.

    githubcrescita misurataApri fonte ↗

    638stelle GitHubstabile
  23. 23
    Attivo

    Local-first document management and semantic search for AI coding agents

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add mcp-documentation-server -- npx @andrea9293/mcp-documentation-server

    342stelle GitHubstabile
  24. 24

    MCP
    Attivo

    AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.

    githubcrescita misurataApri fonte ↗

    254stelle GitHub-3 (-1.2 %)

Risorse didattiche e di riferimento

Classifica per crescita misurata e normalizzata tra le fonti. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

  1. 1
    AttivoApri fonte ↗

    A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (+RAG, Agents). Monthly Updates.

    github

    Installa git clone https://github.com/kimtth/azure-openai-llm-notes ~/.claude/skills/azure-openai-llm-notes

    Risorsacrescita misurata
    410stelle GitHub+1 (+0.24 %)