feat: add llama-index-callbacks-hdp and hdp-llamaindex packages#21
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asiridalugoda wants to merge 3 commits intomainfrom
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feat: add llama-index-callbacks-hdp and hdp-llamaindex packages#21asiridalugoda wants to merge 3 commits intomainfrom
asiridalugoda wants to merge 3 commits intomainfrom
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Full integration strategy covering instrumentation handler, legacy callback handler, node postprocessor, dual-publish packaging, and three-phase LlamaHub/docs PR/blog campaign.
Three-layer integration providing cryptographic authorization provenance for LlamaIndex agents and RAG pipelines: - Layer 1: HdpInstrumentationHandler — modern dispatcher integration (LlamaIndex >=0.10.20), hooks QueryStartEvent, AgentToolCallEvent, LLMChatStartEvent, QueryEndEvent via root dispatcher - Layer 2: HdpCallbackHandler — legacy CallbackManager integration, hooks start_trace, end_trace, on_event_start/end for all FUNCTION_CALL and LLM events - Layer 3: HdpNodePostprocessor — inline retrieval hop recording and data classification enforcement in the RAG pipeline Shared ContextVar session state isolates tokens across concurrent async tasks. All crypto primitives bundled inline (Ed25519 + RFC 8785 JCS), consistent with all other HDP Python packages. hdp-llamaindex is a thin metapackage re-exporting from the llama_index namespace for users who discover HDP first. 43 tests passing across session isolation, chain verification, callback handler, and postprocessor.
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Summary
llama-index-callbacks-hdp— three-layer HDP integration for LlamaIndex following the LlamaHub implicit namespace convention (from llama_index.callbacks.hdp import ...)hdp-llamaindex— thin metapackage re-exporting for users who discover HDP first (pip install hdp-llamaindex)Integration layers
Layer 1 — Modern instrumentation dispatcher (
HdpInstrumentationHandler): hooksQueryStartEvent,AgentToolCallEvent,LLMChatStartEvent,QueryEndEventvia the root dispatcher. Recommended for LlamaIndex ≥0.10.20.Layer 2 — Legacy CallbackManager (
HdpCallbackHandler): hooksstart_trace,end_trace,on_event_start/end. Drop-in viaSettings.callback_manager.Layer 3 — Node postprocessor (
HdpNodePostprocessor): records retrieval as a signed hop and optionally enforcesdata_classificationscope against node metadata. Used inline in RAG pipelines.All three layers share a
ContextVarfor token state — asyncio-safe, no cross-request leakage.Test Plan
verify_chain()confirms tamper-evident chain integrity end-to-end