From 5ba931a85faf35fe479cc0feddcfc53020868577 Mon Sep 17 00:00:00 2001
From: harshalmore31 <harshalmore2468@gmail.com>
Date: Wed, 3 Sep 2025 22:52:40 +0530
Subject: [PATCH] updates !

---
 docs/mkdocs.yml                               | 23 +++++++++----------
 .../{rag-vector-databases => rag}/chromadb.md |  0
 docs/{rag-vector-databases => rag}/faiss.md   |  0
 .../milvus-cloud.md                           |  0
 .../milvus-local.md                           |  0
 .../{rag-vector-databases => rag}/overview.md |  0
 .../{rag-vector-databases => rag}/pinecone.md |  0
 docs/{rag-vector-databases => rag}/qdrant.md  |  0
 .../singlestore.md                            |  0
 .../weaviate-cloud.md                         |  0
 .../weaviate-local.md                         |  0
 .../zyphra-rag.md                             |  0
 12 files changed, 11 insertions(+), 12 deletions(-)
 rename docs/{rag-vector-databases => rag}/chromadb.md (100%)
 rename docs/{rag-vector-databases => rag}/faiss.md (100%)
 rename docs/{rag-vector-databases => rag}/milvus-cloud.md (100%)
 rename docs/{rag-vector-databases => rag}/milvus-local.md (100%)
 rename docs/{rag-vector-databases => rag}/overview.md (100%)
 rename docs/{rag-vector-databases => rag}/pinecone.md (100%)
 rename docs/{rag-vector-databases => rag}/qdrant.md (100%)
 rename docs/{rag-vector-databases => rag}/singlestore.md (100%)
 rename docs/{rag-vector-databases => rag}/weaviate-cloud.md (100%)
 rename docs/{rag-vector-databases => rag}/weaviate-local.md (100%)
 rename docs/{rag-vector-databases => rag}/zyphra-rag.md (100%)

diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index a70f9bcf..3c60d217 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -434,18 +434,17 @@ nav:
       - Firecrawl: "developer_guides/firecrawl.md"
 
     - RAG:
-      - Overview: "rag-vector-databases/overview.md"
-      - ChromaDB Integration: "rag-vector-databases/chromadb.md"
-      - FAISS Integration: "rag-vector-databases/faiss.md"
-      - Milvus Cloud Integration: "rag-vector-databases/milvus-cloud.md"
-      - Milvus Local Integration: "rag-vector-databases/milvus-local.md"
-      - Pinecone Integration: "rag-vector-databases/pinecone.md"
-      - Qdrant Integration: "rag-vector-databases/qdrant.md"
-      - Qdrant Tutorial (Alternative): "rag-vector-databases/qdrant-alternative.md"
-      - Weaviate Cloud Integration: "rag-vector-databases/weaviate-cloud.md"
-      - Weaviate Local Integration: "rag-vector-databases/weaviate-local.md"
-      - Zyphra RAG Integration: "rag-vector-databases/zyphra-rag.md"
-      - SingleStore Integration: "rag-vector-databases/singlestore.md"
+      - Overview: "rag/overview.md"
+      - ChromaDB Integration: "rag/chromadb.md"
+      - FAISS Integration: "rag/faiss.md"
+      - Milvus Cloud Integration: "rag/milvus-cloud.md"
+      - Milvus Local Integration: "rag/milvus-local.md"
+      - Pinecone Integration: "rag/pinecone.md"
+      - Qdrant Integration: "rag/qdrant.md"
+      - Weaviate Cloud Integration: "rag/weaviate-cloud.md"
+      - Weaviate Local Integration: "rag/weaviate-local.md"
+      - Zyphra RAG Integration: "rag/zyphra-rag.md"
+      - SingleStore Integration: "rag/singlestore.md"
 
     - Apps:
       - Web Scraper Agents: "developer_guides/web_scraper.md"
diff --git a/docs/rag-vector-databases/chromadb.md b/docs/rag/chromadb.md
similarity index 100%
rename from docs/rag-vector-databases/chromadb.md
rename to docs/rag/chromadb.md
diff --git a/docs/rag-vector-databases/faiss.md b/docs/rag/faiss.md
similarity index 100%
rename from docs/rag-vector-databases/faiss.md
rename to docs/rag/faiss.md
diff --git a/docs/rag-vector-databases/milvus-cloud.md b/docs/rag/milvus-cloud.md
similarity index 100%
rename from docs/rag-vector-databases/milvus-cloud.md
rename to docs/rag/milvus-cloud.md
diff --git a/docs/rag-vector-databases/milvus-local.md b/docs/rag/milvus-local.md
similarity index 100%
rename from docs/rag-vector-databases/milvus-local.md
rename to docs/rag/milvus-local.md
diff --git a/docs/rag-vector-databases/overview.md b/docs/rag/overview.md
similarity index 100%
rename from docs/rag-vector-databases/overview.md
rename to docs/rag/overview.md
diff --git a/docs/rag-vector-databases/pinecone.md b/docs/rag/pinecone.md
similarity index 100%
rename from docs/rag-vector-databases/pinecone.md
rename to docs/rag/pinecone.md
diff --git a/docs/rag-vector-databases/qdrant.md b/docs/rag/qdrant.md
similarity index 100%
rename from docs/rag-vector-databases/qdrant.md
rename to docs/rag/qdrant.md
diff --git a/docs/rag-vector-databases/singlestore.md b/docs/rag/singlestore.md
similarity index 100%
rename from docs/rag-vector-databases/singlestore.md
rename to docs/rag/singlestore.md
diff --git a/docs/rag-vector-databases/weaviate-cloud.md b/docs/rag/weaviate-cloud.md
similarity index 100%
rename from docs/rag-vector-databases/weaviate-cloud.md
rename to docs/rag/weaviate-cloud.md
diff --git a/docs/rag-vector-databases/weaviate-local.md b/docs/rag/weaviate-local.md
similarity index 100%
rename from docs/rag-vector-databases/weaviate-local.md
rename to docs/rag/weaviate-local.md
diff --git a/docs/rag-vector-databases/zyphra-rag.md b/docs/rag/zyphra-rag.md
similarity index 100%
rename from docs/rag-vector-databases/zyphra-rag.md
rename to docs/rag/zyphra-rag.md