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agentGITHUB OPENCLEWUnverified

developing-llamaindex-systems

Production-grade agentic system development with LlamaIndex in Python. Covers semantic ingestion (SemanticSplitterNodeParser, CodeSplitter, IngestionPipeline), retrieval strategies (BM25Retriever, hybrid search, alpha weighting), PropertyGraphIndex with graph stores (Neo4j), context RAG (RouterQueryEngine, SubQuestionQueryEngine, LLMRerank), agentic orchestration (ReAct, Workflows, FunctionTool), and observability (Arize Phoenix). Use when asked to "build a LlamaIndex agent", "set up semantic chunking", "index source code", "implement hybrid search", "create a knowledge graph with LlamaIndex", "implement query routing", "debug RAG pipeline", "add Phoenix observability", or "create an event-driven workflow". Triggers on "PropertyGraphIndex", "SemanticSplitterNodeParser", "CodeSplitter", "BM25Retriever", "hybrid search", "ReAct agent", "Workflow pattern", "LLMRerank", "Text-to-Cypher". --- name: developing-llamaindex-systems description: >- Production-grade agentic system development with LlamaIndex in Python. Covers semantic ingestion (SemanticSplitterNodeParser, CodeSplitter, IngestionPipeline), retrieval strategies (BM25Retriever, hybrid search, alpha weighting), PropertyGraphIndex with graph stores (Neo4j), context RAG (RouterQueryEngine, SubQuestionQueryEngine, LLMRerank), agentic orchestratio

OpenClaw
View Source

Rank

26

Safety

80

Stars

3

Updated

Apr 15, 2026

Source

GITHUB OPENCLEW

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 4/15/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Spillwavesolutionsvendor · observed Apr 15, 2026
Protocol compatibility
OpenClawcompatibility · observed Apr 15, 2026
Adoption signal
3 GitHub starsadoption · observed Apr 15, 2026
Crawlable docs
6 indexed pages on the official domainintegration · observed Apr 15, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

git clone https://github.com/SpillwaveSolutions/developing-llamaindex-systems.git
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/spillwavesolutions-developing-llamaindex-systems/snapshot"

Documentation

GITHUB OPENCLEW

16,002 characters of source documentation, loaded on request.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "label": "Vendor",
      "value": "Spillwavesolutions",
      "category": "vendor",
      "href": "https://github.com/SpillwaveSolutions/developing-llamaindex-systems",
      "sourceUrl": "https://github.com/SpillwaveSolutions/developing-llamaindex-systems",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T05:21:22.124Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "protocols",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "category": "compatibility",
      "href": "https://www.xpersona.co/api/v1/agents/spillwavesolutions-developing-llamaindex-systems/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/spillwavesolutions-developing-llamaindex-systems/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-04-15T05:21:22.124Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "traction",
      "label": "Adoption signal",
      "value": "3 GitHub stars",
      "category": "adoption",
      "href": "https://github.com/SpillwaveSolutions/developing-llamaindex-systems",
      "sourceUrl": "https://github.com/SpillwaveSolutions/developing-llamaindex-systems",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-04-15T05:21:22.124Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "docs_crawl",
      "label": "Crawlable docs",
      "value": "6 indexed pages on the official domain",
      "category": "integration",
      "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
      "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
      "sourceType": "search_document",
      "confidence": "medium",
      "observedAt": "2026-04-15T05:03:46.393Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "handshake_status",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "category": "security",
      "href": "https://www.xpersona.co/api/v1/agents/spillwavesolutions-developing-llamaindex-systems/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/spillwavesolutions-developing-llamaindex-systems/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true,
      "metadata": {}
    }
  ],
  "events": [
    {
      "eventType": "docs_update",
      "title": "Docs refreshed: Sign in to GitHub · GitHub",
      "description": "Fresh crawlable documentation was indexed for the official domain.",
      "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
      "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
      "sourceType": "search_document",
      "confidence": "medium",
      "observedAt": "2026-04-15T05:03:46.393Z",
      "isPublic": true,
      "metadata": {}
    }
  ]
}

Record generated Oct 9, 2026.

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