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[PR #2661] docs: add Kalibr integration — autonomous execution path routing for AI agents #2640

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opened 2026-02-17 17:23:37 -05:00 by yindo · 0 comments
yindo commented 2026-02-17 17:23:37 -05:00
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📋 Pull Request Information

Original PR: https://github.com/langchain-ai/docs/pull/2661
Author: @devonakelley
Created: 2/14/2026
Status: 🔄 Open

Base: main ← Head: add-kalibr-integration

📝 Commits (2)

  • 723d560 docs: add Kalibr integration (autonomous execution path routing)
  • b49d906 docs: add ChatKalibr chat model integration page

📊 Changes

2 files changed (+171 additions, -0 deletions)

View changed files

➕ src/oss/python/integrations/chat/kalibr.mdx (+129 -0)
➕ src/oss/python/integrations/providers/kalibr.mdx (+42 -0)

📄 Description

Overview

Add Kalibr as an integration provider for LangChain. Kalibr is the first autonomous routing system for AI agents — routing to the optimal execution path to prevent failures, degradations, and cost spikes before they impact users.

Routing is outcome-aware. Kalibr captures step-level telemetry and success signals, canaries traffic across the paths you define, and keeps your agents on the best-performing path at all times.

Observability shows you what went wrong. Kalibr prevents it from happening.

Type of change

Type: New documentation page

Files added

  • src/oss/python/integrations/providers/kalibr.mdx — provider overview
  • src/oss/python/integrations/chat/kalibr.mdx — chat model integration guide

Both files follow the existing integration page templates. The chat model page includes: overview, integration details table, model features table, setup, credentials, installation, instantiation, invocation, outcome reporting, chaining, execution path configuration, and API reference link.

Related info

Package: langchain-kalibr (published on PyPI)
Class: ChatKalibr — drop-in BaseChatModel for chains, agents, LangGraph, and CrewAI

Links:

🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.

## 📋 Pull Request Information **Original PR:** https://github.com/langchain-ai/docs/pull/2661 **Author:** [@devonakelley](https://github.com/devonakelley) **Created:** 2/14/2026 **Status:** 🔄 Open **Base:** `main` ← **Head:** `add-kalibr-integration` --- ### 📝 Commits (2) - [`723d560`](https://github.com/langchain-ai/docs/commit/723d5604a55d4a7c11a008a8e5e036c5b24790f5) docs: add Kalibr integration (autonomous execution path routing) - [`b49d906`](https://github.com/langchain-ai/docs/commit/b49d906a9805b592fc9fc79b4333a34a49d475ea) docs: add ChatKalibr chat model integration page ### 📊 Changes **2 files changed** (+171 additions, -0 deletions) <details> <summary>View changed files</summary> ➕ `src/oss/python/integrations/chat/kalibr.mdx` (+129 -0) ➕ `src/oss/python/integrations/providers/kalibr.mdx` (+42 -0) </details> ### 📄 Description ## Overview Add Kalibr as an integration provider for LangChain. Kalibr is the first autonomous routing system for AI agents — routing to the optimal execution path to prevent failures, degradations, and cost spikes before they impact users. Routing is outcome-aware. Kalibr captures step-level telemetry and success signals, canaries traffic across the paths you define, and keeps your agents on the best-performing path at all times. Observability shows you what went wrong. Kalibr prevents it from happening. ## Type of change **Type:** New documentation page ## Files added - `src/oss/python/integrations/providers/kalibr.mdx` — provider overview - `src/oss/python/integrations/chat/kalibr.mdx` — chat model integration guide Both files follow the existing integration page templates. The chat model page includes: overview, integration details table, model features table, setup, credentials, installation, instantiation, invocation, outcome reporting, chaining, execution path configuration, and API reference link. ## Related info **Package:** [langchain-kalibr](https://pypi.org/project/langchain-kalibr/) (published on PyPI) **Class:** `ChatKalibr` — drop-in `BaseChatModel` for chains, agents, LangGraph, and CrewAI **Links:** - PyPI: https://pypi.org/project/langchain-kalibr/ - GitHub: https://github.com/kalibr-ai/langchain-kalibr - Docs: https://kalibr.systems/docs - Benchmark: https://kalibr.systems/docs/benchmark --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
yindo added the pull-request label 2026-02-17 17:23:37 -05:00
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