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_idthread_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->openaiclaude-->anthropicgemini-->gemini- fallback
custom
Troubleshooting
- Reuse stable workflow/session IDs to keep conversation grouping stable.
- Keep
capture_inputs/capture_outputsenabled while validating mappings. - Call
client.flush()at checkpoints andclient.shutdown()on exit.
1 maintainer
Metadata
1 maintainer
Release files for sigil-sdk-llamaindex 0.9.3
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Source distribution (sdist)
| File | Size | Uploaded | |
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| sigil_sdk_llamaindex-0.9.3.tar.gz | 9.9 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| sigil_sdk_llamaindex-0.9.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 17.6 kB
Release files / sigil_sdk_llamaindex-0.9.3.tar.gz
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| Size | 7.7 kB |
| Tags | Python 3 |
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