Sigil Python Framework Module: LlamaIndex

sigil-sdk-llamaindex provides callback handlers that map LlamaIndex workflow/agent events into Sigil generation recorder lifecycles.

Installation

pip install sigil-sdk sigil-sdk-llamaindex
pip install llama-index

Quickstart

from sigil_sdk import Client
from sigil_sdk_llamaindex import with_sigil_llamaindex_callbacks

client = Client()
config = with_sigil_llamaindex_callbacks(None, client=client, provider_resolver="auto")
# query_engine = index.as_query_engine(callback_manager=config["callback_manager"])

Native callback manager wiring

from sigil_sdk import Client
from sigil_sdk_llamaindex import with_sigil_llamaindex_callbacks

client = Client()
config = with_sigil_llamaindex_callbacks(None, client=client, provider_resolver="auto")
# query_engine = index.as_query_engine(callback_manager=config["callback_manager"])

Conversation mapping

Conversation ID precedence:

conversation_id / session_id / group_id
thread_id
fallback sigil:framework:llamaindex:<run_id>

Metadata and lineage

Required: sigil.framework.run_type
Optional lineage: sigil.framework.run_id, sigil.framework.thread_id, sigil.framework.parent_run_id, sigil.framework.component_name, sigil.framework.retry_attempt, sigil.framework.event_id

Provider resolver

Model prefix inference:

gpt-/o1/o3/o4 -> openai
claude- -> anthropic
gemini- -> gemini
fallback custom

Troubleshooting

Reuse stable workflow/session IDs to keep conversation grouping stable.
Keep capture_inputs/capture_outputs enabled while validating mappings.
Call client.flush() at checkpoints and client.shutdown() on exit.

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