update docs

Signed-off-by: AnthonyTsu1984 <[email protected]>

site/en/integrations/integrations_overview.md

@@ -0,0 +1,39 @@
+---
+id: intgrations_overview.md
+summary: This page provides a list of tutorials for you to interact with Milvus and third-party tools.
+title: Integrations Overview
+---
+
+# Integrations Overview
+
+This page provides a list of tutorials for you to interact with Milvus and third-party tools.
+
+| Tutorial | Use Case | Related Milvus Features | 
+| -------- | -------- | --------- |
+| [RAG with Milvus and LlamaIndex](integrate_with_llamaindex.md) | RAG | Milvus, LLamaIndex |
+| [RAG with Milvus and LangChain](integrate_with_langchain.md) | RAG | Milvus, LangChain |
+| [Milvus Hybrid Search Retriever in LangChain](milvus_hybrid_search_retriever.md) | Hybrid Search | Milvus, LangChain |
+| [Semantic Search with Milvus and OpenAI](integrate_with_openai.md) | Semantic Search | Milvus, OpenAI |
+| [Question Answering Using Milvus and Cohere](integrate_with_cohere.md) | Semantic Search | Milvus, Cohere |
+| [Question Answering using Milvus and HuggingFace](integrate_with_hugging-face.md) | Question Answering | Milvus, HuggingFace |
+| [Image Search using Milvus and Pytorch](integrate_with_pytorch.md) | Semantic Search | Milvus, Pytorch |
+| [Movie Search using Milvus and SentenceTransfromers](integrate_with_sentencetransformers.md) | Semantic Search | Milvus, SentenceTransformers |
+| [Use Milvus as a Vector Store in LangChain](basic_usage_langchain.md) | Semantic Search | Milvus, LangChain |
+| [RAG with Milvus and Haystack](integrate_with_haystack.md) | RAG | Milvus, Haystack |
+| [Conduct Vision Searches with Milvus and FiftyOne](integrate_with_voxel51) | Semantic Search | Milvus, FiftyOne |
+| [Semantic Search with Milvus and VoyageAI](integrate_with_voyageai.md) | Semantic Search | Milvus, VoyageAI |
+| [RAG with Milvus and BentoML](integrate_with_bentoml.md) | RAG | Milvus, BentoML |
+| [RAG with Milvus and DSPy](integrate_with_dspy.md) | RAG | Milvus, DSPy |
+| [Semantic Search with Milvus and Jina](integrate_with_jina.md) | Semantic Search | Milvus, Jina |
+| [Milvus on Snowpark Container Services](integrate_with_snowpark.md) | Data Connection | Milvus, Snowpark |
+| [Rule-based Retrieval with Milvus and WhyHow](integrate_with_whyhow.md) | Question Answering | Milvus, WhyHow |
+| [Milvus in Langfuse](integrate_with_langfuse.md) | Observability | Milvus, Langfuse |
+| [RAG Evaluation with Ragas and Milvus](integrate_with_ragas.md) | Evaluation | Milvus, Ragas |
+| [Chatbot Agent with Milvus and MemGPT](integrate_with_memgpt.md) | Agent | Milvus, MemGPT |
+| [How to deploy FastGPT with Milvus](integrate_with_fastgpt.md) | RAG | Milvus, FastGPT |
+| [Write SQL with Vanna and Milvus](integrate_with_vanna.md) | RAG | Milvus, Vanna |
+| [RAG with Milvus and Camel](integrate_with_camel.md) | RAG | Milvus, Camel |
+| [Airbyte & Milvus: Open-Source Data Movement Infrastructure](integrate_with_airbyte.md) | Data Connection | Milvus, Airbyte |
+| [Advanced Video Search: Leveraging Twelve Labs and Milvus for Semantic Retrieval](video_search_with_twelvelabs_and_milvus.md) | Semantic Search | Milvus, Twelve Labs |
+| [Building RAG with Milvus, vLLM, and Llama 3.1](milvus_rag_with_vllm.md) | RAG | Milvus, vLLM, LlamaIndex |
+| [Multi-agent Systems with Mistral AI, Milvus and Llama-agents](llama_agents_metadata.md) | Semantic Search | Milvus, LlamaIndex |