/* Adjust space between sidebar sections */
.sidebar > .section {
  margin-bottom: 0px; /* Adjust spacing as needed */
}

/* Adjust space between pages within a section */
.sidebar .page {
  margin-bottom: 0px; /* Adjust spacing as needed */
}

/* Adjust padding inside each page link */
.sidebar .page a {
  padding: 0px 0px; /* Adjust top/bottom and left/right padding */
}

/* Section highlight animation when targeted through anchor links */
:target,
h2[id]:target,
h3[id]:target,
h4[id]:target,
div[id]:target {
  position: relative;
  background: linear-gradient(to right, rgba(74, 47, 249, 0.1), rgba(2, 255, 187, 0.1));
  animation: highlight-section 3s ease-in-out;
  scroll-margin-top: 80px;
  padding: 1rem;
  margin: -1rem;
  border-radius: 8px;
  border-left: 4px solid #4a2ff9;
}

@keyframes highlight-section {
  0% {
    background: linear-gradient(to right, rgba(74, 47, 249, 0.2), rgba(2, 255, 187, 0.2));
  }
  50% {
    background: linear-gradient(to right, rgba(74, 47, 249, 0.2), rgba(2, 255, 187, 0.2));
  }
  100% {
    background: linear-gradient(to right, rgba(74, 47, 249, 0.1), rgba(2, 255, 187, 0.1));
  }
}


#banner {
  background-color: #fef1d7;

  p {
    color: #383645;
  }

  a {
    color: #383645;
    border-bottom: 1px solid #383645;
  }

  button {
    color: #9b98ae;
  }
}


// REO script
!(function () {
  var e, t, n;
  (e = "638190bf025179e"),
    (t = function () {
      Reo.init({ clientID: "638190bf025179e" });
    }),
    ((n = document.createElement("script")).src = "https://static.reo.dev/" + e + "/reo.js"),
    (n.async = !0),
    (n.onload = t),
    document.head.appendChild(n);
})();

// Hubspot script
const script = document.createElement("script");
script.type = "text/javascript";
script.id = "hs-script-loader";
script.async = true;
script.defer = true;
script.src = "//js.hs-scripts.com/23114811.js";
document.head.appendChild(script);

// RB2B script.
!(function () {
  var reb2b = (window.reb2b = window.reb2b || []);
  if (reb2b.invoked) return;
  reb2b.invoked = true;
  reb2b.methods = ["identify", "collect"];
  reb2b.factory = function (method) {
    return function () {
      var args = Array.prototype.slice.call(arguments);
      args.unshift(method);
      reb2b.push(args);
      return reb2b;
    };
  };
  for (var i = 0; i < reb2b.methods.length; i++) {
    var key = reb2b.methods[i];
    reb2b[key] = reb2b.factory(key);
  }
  reb2b.load = function (key) {
    var script = document.createElement("script");
    script.type = "text/javascript";
    script.async = true;
    script.src = "https://s3-us-west-2.amazonaws.com/b2bjsstore/b/" + key + "/8XOE9GH5EDOM.js.gz";
    var first = document.getElementsByTagName("script")[0];
    first.parentNode.insertBefore(script, first);
  };
  reb2b.SNIPPET_VERSION = "1.0.1";
  reb2b.load("8XOE9GH5EDOM");
})();

// Universal CodeGroup tab synchronization
(function () {
  // Store the last selected language to sync across all CodeGroups
  let lastSelectedLanguage = null;

  // Function to initialize the script
  function init() {
    console.log("Universal CodeGroup tab sync initialized");

    // Set up the click event listener on the document (event delegation)
    document.addEventListener("click", handleDocumentClick);

    // Set up a MutationObserver to detect when new CodeGroups are added
    setupMutationObserver();

    // Initial scan for CodeGroups
    syncAllCodeGroups();
  }

  // Handle clicks anywhere in the document
  function handleDocumentClick(event) {
    // Find if the click was on a CodeGroup tab
    let target = event.target;

    // Traverse up the DOM to find if we clicked on a tab
    while (target && target !== document) {
      if (target.getAttribute && target.getAttribute("role") === "tab" && target.id && target.id.startsWith("headlessui-tabs-tab-")) {
        // We found a tab click
        const tabDiv = target.querySelector("div");
        if (tabDiv) {
          const language = tabDiv.textContent.trim();
          console.log(`Tab clicked: ${language}`);

          // Store the selected language
          lastSelectedLanguage = language;

          // Sync all other CodeGroups to this language (after a small delay)
          setTimeout(() => {
            syncAllCodeGroups();
          }, 10);
        }
        break;
      }
      target = target.parentNode;
    }
  }

  // Function to sync all CodeGroups to the last selected language
  function syncAllCodeGroups() {
    if (!lastSelectedLanguage) {
      // If no language has been selected yet, find the first selected tab
      const selectedTab = document.querySelector('[role="tab"][aria-selected="true"]');
      if (selectedTab) {
        const tabDiv = selectedTab.querySelector("div");
        if (tabDiv) {
          lastSelectedLanguage = tabDiv.textContent.trim();
          console.log(`Initial language detected: ${lastSelectedLanguage}`);
        }
      }
    }

    if (!lastSelectedLanguage) {
      console.log("No language selected yet");
      return;
    }

    // Find all tab containers
    const tabLists = document.querySelectorAll('[role="tablist"][aria-orientation="horizontal"]');
    console.log(`Found ${tabLists.length} CodeGroup containers`);

    // For each container, find and click the tab with the matching language
    tabLists.forEach((tabList) => {
      const tabs = tabList.querySelectorAll('[role="tab"]');

      // Find the tab with the matching language
      let matchingTab = null;
      tabs.forEach((tab) => {
        const tabDiv = tab.querySelector("div");
        if (tabDiv) {
          const tabLanguage = tabDiv.textContent.trim();
          if (tabLanguage === lastSelectedLanguage && tab.getAttribute("aria-selected") !== "true") {
            matchingTab = tab;
          }
        }
      });

      // Click the matching tab if found and not already selected
      if (matchingTab) {
        console.log(`Syncing tab to ${lastSelectedLanguage}`);
        matchingTab.click();
      }
    });
  }

  // Set up a MutationObserver to detect when new CodeGroups are added
  function setupMutationObserver() {
    const observer = new MutationObserver((mutations) => {
      let shouldSync = false;

      mutations.forEach((mutation) => {
        if (mutation.addedNodes && mutation.addedNodes.length) {
          // Check if any of the added nodes are or contain CodeGroup elements
          for (let i = 0; i < mutation.addedNodes.length; i++) {
            const node = mutation.addedNodes[i];
            if (node.nodeType === 1) {
              // Element node
              if ((node.getAttribute && node.getAttribute("role") === "tablist") || (node.querySelector && node.querySelector('[role="tablist"]'))) {
                shouldSync = true;
                break;
              }
            }
          }
        }
      });

      if (shouldSync) {
        console.log("New CodeGroup detected, syncing...");
        setTimeout(syncAllCodeGroups, 100); // Delay to ensure the DOM is fully updated
      }
    });

    // Start observing the entire document
    observer.observe(document.documentElement, {
      childList: true,
      subtree: true,
    });

    console.log("MutationObserver set up");
  }

  // Start the script when the DOM is ready
  if (document.readyState === "loading") {
    document.addEventListener("DOMContentLoaded", init);
  } else {
    init();
  }
})();


Get Span

Content

Document

Aggregate

FeedbackAggregate

Created At

Created By

Explanation

#/components/schemas/api__schemas__feedback__TextRating

Rating

FeedbackRatingDB

Hallucination

Hallucination Severity

Start

HallucinationSegment

Dislike Count

Feedback Type

Like Count

Unrated Count

LikeDislikeAggregate

Duration of the trace or span in nanoseconds.  Displayed as 'Latency' in Galileo.

Duration Ns

Num Input Tokens

Num Output Tokens

Num Total Tokens

Time until the first token was generated in nanoseconds.

Time To First Token Ns

LlmMetrics

Timestamp of the trace or span's creation.

Created

Input to the dataset associated with this trace

Dataset Input

Metadata from the dataset associated with this trace

Dataset Metadata

Output from the dataset associated with this trace

Dataset Output

A user-provided session, trace or span ID.

External Id

Finish Reason

Whether or not this trace or span has child spans

Has Children

Input

Detailed information about the metrics associated with this trace or span

Metric Info

Metrics associated with this trace or span.

Galileo ID of the metrics batch associated with this trace or span

Metrics Batch Id

Model

Name

Parent ID

Galileo ID of the project associated with this trace or span

Project ID

Galileo ID of the run (log stream or experiment) associated with this trace or span

Run ID

Session ID

Status code of the trace or span. Used for logging failure or error states.

Status Code

Temperature

List of available tools passed to the LLM on invocation.

Tools

Galileo ID of the trace containing the span (or the same value as id for a trace)

Trace ID

Type

Timestamp of the session or trace or span's last update

Last Updated

Metadata associated with this trace or span.

User Metadata

LlmSpanRecord

Tool Call Id

Tool Calls

Message

MessageRole

Status Type

MetricComputing

Is Computed

Revised Explanation

MetricCritiqueColumnar

Critique

Intended Value

Original Explanation

MetricCritiqueContent

MetricError

MetricFailed

MetricNotApplicable

MetricNotComputed

MetricPending

Cost

Display Value

Model Alias

Num Judges

Rationale

Value

MetricSuccess

Metrics

Output

RetrieverSpanRecord

Average

ScoreAggregate

ScorerType

Prob

Segment

Counts

StarAggregate

TagsAggregate

ToolCall

Arguments

ToolCallFunction

ToolSpanRecord

Location

Error Type

ValidationError

Spans

WorkflowSpanRecordWithChildren

LikeDislikeRating

ScoreRating

StarRating

TagsRating

TextRating

APIKeyHeader

OAuth2PasswordBearer

HTTPBasic

HTTPValidationError

ℹ️ These docs are for the free version of Galileo. Documentation for current customers can be found [here](https://docs.galileo.ai/galileo).

Galileo

What is Galileo?

Release notes

Getting Started with Galileo

Logging

From Spot Testing to Systematic Evaluation

Experiments

Overview

Datasets

Prompts

Python SDK Reference

An overview of the Galileo TypeScript SDK.

Typescript SDK Reference

Learn how to integrate and use OpenAI's API with Galileo's wrapper client.

Basic OpenAI Integration

Learn how to handle ignored instructions and ensure that your AI models follow your instructions.

Handling Ignored Instructions

Learn how to identify and address hallucinations and factual errors in your AI models

Fixing Hallucinations and Factual Errors

Learn how to reduce hesitation and uncertainty in your AI models.

Reducing Hesitation and Uncertainty

Learn how to implement a basic Retrieval-Augmented Generation (RAG) system using Galileo and OpenAI.

Basic RAG Example

Learn how to prevent out of context information from being generated by your AI models.

Preventing Out of Context Information

Learn how to boost your AI model's performance by fully leveraging retrieved text chunks.

Maximizing Chunk Utilization

Learn how to ensure that your RAG systems provide complete answers using the Galileo completeness metric.

Completeness in RAG Systems

Learn how to implement a basic agentic AI system using Galileo and OpenAI.

Basic Agentic AI Example

Learn how to build an Agentic System for a smart weather application in a Python-based tech stack.

🌦️ Weather Vibes Agent Cookbook

Learn how to build and monitor a LangChain AI Agent using Galileo for tracing and observability.

🔎 Monitoring LangChain Agents with Galileo

Guide to using MongoDB Atlas Vector Search with LangGraph agents logging to Galileo.

MongoDB Atlas Integration for Retrieval-Augmented Generation (RAG)

OpenAI Agent Integration

This guide explains how to send OpenTelemetry (OTEL) traces to Galileo using OpenInference. Configure the endpoint and headers to get started quickly.

Logging to Galileo using OpenTelemetry and OpenInference (Python)

Explore Galileo's comprehensive metrics framework for evaluating and improving AI system performance across multiple dimensions.

Overview

Getting Started

SDK/API

How-to Guides

Cookbooks

Integrations

Concepts

API Reference

References

Get Span

Authorizations

Path Parameters

Response