OpenTelemetry LlamaIndex instrumentation

Navigation

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for galklm from gravatar.com galklm Avatar for nirga from gravatar.com nirga

Unverified details

These details have not been verified by PyPI
Meta
Report project as malware

Project description

OpenTelemetry LlamaIndex Instrumentation

This library allows tracing complete LLM applications built with LlamaIndex.

Installation

pip install opentelemetry-instrumentation-llamaindex

Example usage

from opentelemetry.instrumentation.llamaindex import LlamaIndexInstrumentor

LlamaIndexInstrumentor().instrument()

Privacy

By default, this instrumentation logs prompts, completions, and embeddings to span attributes. This gives you a clear visibility into how your LLM application is working, and can make it easy to debug and evaluate the quality of the outputs.

However, you may want to disable this logging for privacy reasons, as they may contain highly sensitive data from your users. You may also simply want to reduce the size of your traces.

To disable logging, set the TRACELOOP_TRACE_CONTENT environment variable to false.

TRACELOOP_TRACE_CONTENT=false

Project details

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for galklm from gravatar.com galklm Avatar for nirga from gravatar.com nirga

Unverified details

These details have not been verified by PyPI
Meta

Release history Release notifications | RSS feed

0.60.0

0.59.2

0.59.1

0.59.0

0.58.1

This version

0.58.0

0.57.0

0.56.1

0.56.0

0.55.0

0.54.0

0.53.4

0.53.3

0.53.2

0.53.0

0.52.6

0.52.5

0.52.4

0.52.3

0.52.2

0.52.1

0.52.0

0.51.1

0.51.0

0.50.1

0.49.8

0.49.7

0.49.6

0.49.5

0.49.4

0.49.3

0.49.2

0.49.1

0.49.0

0.48.2

0.48.1

0.48.0

0.47.5

0.47.4

0.47.3

0.47.2

0.47.1

0.47.0

0.46.2

0.46.1

0.46.0

0.45.6

0.45.5

0.45.4

0.45.3

0.45.2

0.45.1

0.45.0

0.44.3

0.44.2

0.44.1

0.44.0

0.43.1

0.43.0

0.42.0

0.41.0

0.40.14

0.40.13

0.40.12

0.40.11

0.40.10

0.40.9

0.40.8

0.40.7

0.40.6

0.40.5

0.40.4

0.40.3

0.40.2

0.40.1

0.40.0

0.39.4

0.39.3

0.39.2

0.39.1

0.39.0

0.38.12

0.38.11

0.38.10

0.38.9

0.38.8

0.38.7

0.38.6

0.38.5

0.38.4

0.38.3

0.38.2

0.38.1

0.38.0

0.37.1

0.36.1

0.36.0

0.35.0

0.34.1

0.34.0

0.33.12

0.33.11

0.33.10

0.33.9

0.33.8

0.33.7

0.33.6

0.33.5

0.33.4

0.33.3

0.33.2

0.33.1

0.33.0

0.32.2

0.32.1

0.32.0

0.31.4

0.31.3

0.31.2

0.31.1

0.31.0

0.30.1

0.30.0

0.29.2

0.29.1

0.29.0

0.28.2

0.28.1

0.28.0

0.27.0

0.26.5

0.26.4

0.26.3

0.26.2

0.26.1

0.26.0

0.25.6

0.25.5

0.25.4

0.25.3

0.25.2

0.25.1

0.25.0

0.24.0

0.23.0

0.22.1

0.22.0

0.21.5

0.21.4

0.21.3

0.21.2

0.21.1

0.21.0

0.20.0

0.19.0

0.18.2

0.18.1

0.18.0

0.17.7

0.17.6

0.17.5

0.17.4

0.17.3

0.17.2

0.17.1

0.17.0

0.16.9

0.16.8

0.16.7

0.16.6

0.16.5

0.16.4

0.16.3

0.16.2

0.16.1

0.16.0

0.15.13

0.15.12

0.15.11

0.15.10

0.15.9

0.15.8

0.15.7

0.15.6

0.15.5

0.15.4

0.15.3

0.15.2

0.15.1

0.15.0

0.14.5

0.14.4

0.14.3

0.14.2

0.14.1

0.14.0

0.13.3

0.13.2

0.13.1

0.13.0

0.12.5

0.12.4

0.12.3

0.12.2

0.12.1

0.12.0

0.11.3

0.11.2

0.11.1

0.11.0

0.10.5

0.10.4

0.10.3

0.10.2

0.10.1

0.10.0

0.9.4

0.9.3

0.9.2

0.9.1

0.9.0

0.8.2

0.8.1

0.8.0

0.7.0

0.6.0

0.5.3

0.5.2

0.5.1

0.5.0

0.4.2

0.4.1

0.4.0

0.3.6

0.3.5

0.3.4

0.3.3

0.3.2

0.3.1

0.3.0

0.2.1

0.2.0

0.1.12

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

opentelemetry_instrumentation_llamaindex-0.58.0.tar.gz (1.3 MB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

opentelemetry_instrumentation_llamaindex-0.58.0-py3-none-any.whl (21.9 kB view details)

Uploaded Python 3

File details

Details for the file opentelemetry_instrumentation_llamaindex-0.58.0.tar.gz.

File metadata

File hashes

Hashes for opentelemetry_instrumentation_llamaindex-0.58.0.tar.gz
Algorithm Hash digest
SHA256 06ac9f1e1cc8c7e21137afa058bf4867cce5822bebd0cdb60b79a714332c41cf
MD5 b81eb57c40dcf977e5f391cae6a3b614
BLAKE2b-256 208a25ed59cc16154a3c8834f70438aef93629871cf5b32e30d8c9b8dcef9d6b

See more details on using hashes here.

Provenance

The following attestation bundles were made for opentelemetry_instrumentation_llamaindex-0.58.0.tar.gz:

Publisher: release.yml on traceloop/openllmetry

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file opentelemetry_instrumentation_llamaindex-0.58.0-py3-none-any.whl.

File metadata

File hashes

Hashes for opentelemetry_instrumentation_llamaindex-0.58.0-py3-none-any.whl
Algorithm Hash digest
SHA256 57b12475caea9e9a3cdda71434c64d32a40c208983da9498598394a2cace874e
MD5 e82d2ff01d1fc3b1b67b6b34d693da12
BLAKE2b-256 8416c2cea4bcb48b96d74fb17c0b12e7fc9d40c0d34035b722c0743a1fcba797

See more details on using hashes here.

Provenance

The following attestation bundles were made for opentelemetry_instrumentation_llamaindex-0.58.0-py3-none-any.whl:

Publisher: release.yml on traceloop/openllmetry

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page