Merge pull request #1648 from qodo-ai/of/add-rag-docs

Update Docs: Company Codebase Overview, RAG Integration & Configuration

docs/docs/core-abilities/code_oriented_yaml.md

@@ -1,2 +0,0 @@
-## Overview
-TBD

docs/docs/core-abilities/company_codebase.md

@@ -0,0 +1,53 @@
+# Company Codebase 💎
+`Supported Git Platforms: GitHub`
+
+
+## Overview
+
+### What is Company Codebase?
+
+An organized, semantic database that aggregates all your company’s source code into one searchable repository, enabling efficient code discovery and analysis.
+
+### How does Company Codebase work?
+
+By indexing your company's code and using Retrieval-Augmented Generation (RAG), it retrieves contextual code segments on demand, improving pull request (PR) insights and accelerating review accuracy.
+
+
+## Getting started
+
+!!! info "Prerequisites"
+    - Database setup and codebase indexing must be completed before proceeding. [Contact support](https://www.qodo.ai/contact/) for assistance.
+
+### Configuration options
+
+In order to enable the RAG feature, add the following lines to your configuration file:
+``` toml
+[rag_arguments]
+enable_rag=true 
+```
+
+!!! example "RAG Arguments Options"
+
+    <table>
+      <tr>
+        <td><b>enable_rag</b></td>
+        <td>If set to true, codebase enrichment using RAG will be enabled. Default is false.</td>
+      </tr>
+      <tr>
+      <td><b>rag_repo_list</b></td>
+      <td>A list of repositories that will be used by the semantic search for RAG. Use `['all']` to consider the entire codebase or a select list or repositories, for example: ['my-org/my-repo', ...]. Default: the repository from which the PR was opened.</td>
+      </tr>
+    </table>
+
+
+## Limitations
+
+### Querying the codebase presents significant challenges:
+- **Search Method**: RAG uses natural language queries to find semantically relevant code sections
+- **Result Quality**: No guarantee that RAG results will be useful for all queries
+- **Scope Recommendation**: To reduce noise, avoid using the whole codebase; focus on PR repository instead
+
+### This feature has several requirements and restrictions:
+- **Codebase**: Must be properly indexed for search functionality
+- **Security**: Requires secure and private indexed codebase implementation
+- **Deployment**: Only available for Qodo Merge Enterprise plan using single tenant or on-premises setup

docs/docs/core-abilities/index.md

@@ -9,7 +9,7 @@ Qodo Merge utilizes a variety of core abilities to provide a comprehensive and e
 - [Impact evaluation](https://qodo-merge-docs.qodo.ai/core-abilities/impact_evaluation/)
 - [Interactivity](https://qodo-merge-docs.qodo.ai/core-abilities/interactivity/)
 - [Compression strategy](https://qodo-merge-docs.qodo.ai/core-abilities/compression_strategy/)
-- [Code-oriented YAML](https://qodo-merge-docs.qodo.ai/core-abilities/code_oriented_yaml/)
+- [Company Codebase](https://qodo-merge-docs.qodo.ai/core-abilities/company_codebase/)
 - [Static code analysis](https://qodo-merge-docs.qodo.ai/core-abilities/static_code_analysis/)
 - [Code fine-tuning benchmark](https://qodo-merge-docs.qodo.ai/finetuning_benchmark/)
 

docs/docs/usage-guide/qodo_merge_models.md

@@ -1,5 +1,5 @@
 
-The default models used by Qodo Merge (March 2025) is Claude Sonnet 3.7.
+The default model used by Qodo Merge (March 2025) is Claude Sonnet 3.7.
 
 ### Selecting a Specific Model
 

docs/mkdocs.yml

@@ -49,7 +49,7 @@ nav:
       - Impact evaluation: 'core-abilities/impact_evaluation.md'
       - Interactivity: 'core-abilities/interactivity.md'
       - Compression strategy: 'core-abilities/compression_strategy.md'
-      - Code-oriented YAML: 'core-abilities/code_oriented_yaml.md'
+      - Company Codebase: 'core-abilities/company_codebase.md'
       - Static code analysis: 'core-abilities/static_code_analysis.md'
       - Code Fine-tuning Benchmark: 'finetuning_benchmark/index.md'
   - Chrome Extension: