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[PR #2925] [MERGED] OCI Generative AI Integration for LangChain #3009

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opened 2026-06-05 18:20:44 -04:00 by yindo · 0 comments
yindo commented 2026-06-05 18:20:44 -04:00
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📋 Pull Request Information

Original PR: https://github.com/langchain-ai/docs/pull/2925
Author: @fede-kamel
Created: 3/4/2026
Status: ✅ Merged
Merged: 3/5/2026
Merged by: @mdrxy

Base: main ← Head: feature/oci-docs-overhaul

📝 Commits (10+)

  • 577e065 Update OCI Generative AI docs to current integration format
  • 1338ac4 Fix imports: use langchain instead of langchain_core
  • 30b2205 Make documentation more didactic and concise
  • 04a652e Replace toy examples with production engineering scenarios
  • 2ab6807 Add comprehensive integration tests for OCI documentation
  • c71c7cb Address reviewer feedback: formatting improvements
  • 350fe19 Fix all reviewer feedback: backticks and API reference URLs
  • 113b3de Fix API reference links - use GitHub repository URL
  • ac4f1ad Update all document titles to use OCI Generative AI branding
  • 11a47fa Remove OCI test files from docs repo

📊 Changes

3 files changed (+718 additions, -110 deletions)

View changed files

📝 src/oss/python/integrations/chat/oci_generative_ai.mdx (+290 -33)
📝 src/oss/python/integrations/providers/oci.mdx (+303 -32)
📝 src/oss/python/integrations/text_embedding/oci_generative_ai.mdx (+125 -45)

📄 Description

What's this about

OCI Generative AI Integration for LangChain - comprehensive documentation for the langchain-oci package covering all authentication methods, features, and capabilities.

What changed

Updated the three main OCI docs pages:

providers/oci.mdx - Updated the provider overview with proper auth examples for all four methods (API key, security token, instance principal, resource principal), documented features like vision models and AI agents, and added a section on OCI Data Science deployments.

chat/oci_generative_ai.mdx - Brought the documentation up to the same format as other provider integrations (like Bedrock), added the feature tables, and documented tool calling, structured output, vision capabilities, and async operations. Also covered the Gemini models that can handle PDFs and video.

text_embedding/oci_generative_ai.mdx - Updated embeddings docs to cover both text and image embeddings. Added examples for cross-modal search with the multimodal Cohere models.

Coverage

The docs now cover:

  • All four OCI authentication methods
  • Tool calling including the parallel execution feature in Llama 4+ models
  • Structured output with function calling, json mode, and json schema methods
  • Vision support across Meta Llama, Gemini, Grok, and Cohere models
  • Multimodal capabilities (images, PDFs, video, audio with Gemini)
  • Text and image embeddings
  • Async operations and streaming
  • RAG patterns with vector stores

🔄 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/2925 **Author:** [@fede-kamel](https://github.com/fede-kamel) **Created:** 3/4/2026 **Status:** ✅ Merged **Merged:** 3/5/2026 **Merged by:** [@mdrxy](https://github.com/mdrxy) **Base:** `main` ← **Head:** `feature/oci-docs-overhaul` --- ### 📝 Commits (10+) - [`577e065`](https://github.com/langchain-ai/docs/commit/577e0650c279dcb54a63ad174fad2cf60af27476) Update OCI Generative AI docs to current integration format - [`1338ac4`](https://github.com/langchain-ai/docs/commit/1338ac42b1c4fc484fc92e64988c98084701bf37) Fix imports: use langchain instead of langchain_core - [`30b2205`](https://github.com/langchain-ai/docs/commit/30b22050e34adff1b4745080a2790334d763121d) Make documentation more didactic and concise - [`04a652e`](https://github.com/langchain-ai/docs/commit/04a652e1416bb4bacda1c929e4256a3125802dc0) Replace toy examples with production engineering scenarios - [`2ab6807`](https://github.com/langchain-ai/docs/commit/2ab68074282376bf0aca19fb8f9952dc44b8931e) Add comprehensive integration tests for OCI documentation - [`c71c7cb`](https://github.com/langchain-ai/docs/commit/c71c7cb16c8a08bc0e2945e20329452018687f7c) Address reviewer feedback: formatting improvements - [`350fe19`](https://github.com/langchain-ai/docs/commit/350fe197b423b252510529ff13f339da354fc001) Fix all reviewer feedback: backticks and API reference URLs - [`113b3de`](https://github.com/langchain-ai/docs/commit/113b3de8deb1fab5f8b17dd2d7d14112d38cad80) Fix API reference links - use GitHub repository URL - [`ac4f1ad`](https://github.com/langchain-ai/docs/commit/ac4f1ad71fdb04323cc6bf6f54c4c7f7b05dae2f) Update all document titles to use OCI Generative AI branding - [`11a47fa`](https://github.com/langchain-ai/docs/commit/11a47fa0df7da280417da89d0736f36af073d88d) Remove OCI test files from docs repo ### 📊 Changes **3 files changed** (+718 additions, -110 deletions) <details> <summary>View changed files</summary> 📝 `src/oss/python/integrations/chat/oci_generative_ai.mdx` (+290 -33) 📝 `src/oss/python/integrations/providers/oci.mdx` (+303 -32) 📝 `src/oss/python/integrations/text_embedding/oci_generative_ai.mdx` (+125 -45) </details> ### 📄 Description ## What's this about OCI Generative AI Integration for LangChain - comprehensive documentation for the langchain-oci package covering all authentication methods, features, and capabilities. ## What changed Updated the three main OCI docs pages: **providers/oci.mdx** - Updated the provider overview with proper auth examples for all four methods (API key, security token, instance principal, resource principal), documented features like vision models and AI agents, and added a section on OCI Data Science deployments. **chat/oci_generative_ai.mdx** - Brought the documentation up to the same format as other provider integrations (like Bedrock), added the feature tables, and documented tool calling, structured output, vision capabilities, and async operations. Also covered the Gemini models that can handle PDFs and video. **text_embedding/oci_generative_ai.mdx** - Updated embeddings docs to cover both text and image embeddings. Added examples for cross-modal search with the multimodal Cohere models. ## Coverage The docs now cover: - All four OCI authentication methods - Tool calling including the parallel execution feature in Llama 4+ models - Structured output with function calling, json mode, and json schema methods - Vision support across Meta Llama, Gemini, Grok, and Cohere models - Multimodal capabilities (images, PDFs, video, audio with Gemini) - Text and image embeddings - Async operations and streaming - RAG patterns with vector stores --- <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 2026-06-05 18:20:44 -04:00
yindo closed this issue 2026-06-05 18:20:49 -04:00
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Reference: langchain-ai/docs#3009
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