
- title: Open-Source AI Cookbook
  isExpanded: True
  sections:
    - local: index
      title: Overview

    - title: LLM Recipes
      isExpanded: false
      sections:
        - local: automatic_embedding_tei_inference_endpoints
          title: Automatic Embeddings with TEI through Inference Endpoints
        - local: tgi_messages_api_demo
          title: Migrating from OpenAI to Open LLMs Using TGI's Messages API
        - local: advanced_rag
          title: Advanced RAG on HuggingFace documentation using LangChain
        - local: labelling_feedback_setfit
          title: Suggestions for Data Annotation with SetFit in Zero-shot Text Classification
        - local: fine_tuning_code_llm_on_single_gpu
          title: Fine-tuning a Code LLM on Custom Code on a single GPU
        - local: prompt_tuning_peft
          title: Prompt tuning with PEFT
        - local: rag_with_hf_and_milvus
          title: RAG with Hugging Face and Milvus
        - local: rag_evaluation
          title: RAG Evaluation
        - local: llm_judge
          title: Using LLM-as-a-judge for an automated and versatile evaluation
        - local: issues_in_text_dataset
          title: Detecting Issues in a Text Dataset with Cleanlab
        - local: annotate_text_data_transformers_via_active_learning
          title: Annotate text data using Active Learning with Cleanlab
        - local: rag_with_hugging_face_gemma_elasticsearch
          title: Building a RAG System with Gemma, Elasticsearch and Open Source Models
        - local: rag_with_hugging_face_gemma_mongodb
          title: Building A RAG System with Gemma, MongoDB and Open Source Models
        - local: rag_zephyr_langchain
          title: Simple RAG using Hugging Face Zephyr and LangChain
        - local: rag_llamaindex_librarian
          title: RAG "Librarian" Using LlamaIndex
        - local: pipeline_notus_instructions_preferences_legal
          title: Create a legal preference dataset
        - local: semantic_cache_chroma_vector_database
          title: Implementing semantic cache to improve a RAG system.
        - local: structured_generation
          title: RAG with source highlighting using Structured generation
        - local: rag_with_unstructured_data
          title: Building RAG with Custom Unstructured Data
        - local: fine_tuning_llm_to_generate_persian_product_catalogs_in_json_format
          title: Fine-tuning LLM to Generate Persian Product Catalogs in JSON Format
        - local: llm_gateway_pii_detection
          title: LLM Gateway for PII Detection
        - local: information_extraction_haystack_nuextract
          title: Information Extraction with Haystack and NuExtract
        - local: code_search
          title: Code Search With Vector Embeddings Using Qdrant
        - local: rag_with_sql_reranker
          title: RAG backed by SQL and Jina Reranker
          
    - title: Computer Vision Recipes
      isExpanded: false
      sections:
        - local: fine_tuning_vit_custom_dataset
          title: Fine-tuning a Vision Transformer Model With a Custom Biomedical Dataset

    - title: Diffusion Recipes
      isExpanded: false
      sections:
        - local: stable_diffusion_interpolation
          title: Stable Diffusion Interpolation

    - title: Multimodal Recipes
      isExpanded: false
      sections:
        - local: analyzing_art_with_hf_and_fiftyone
          title: Analyzing Artistic Styles with Multimodal Embeddings
        - local: faiss_with_hf_datasets_and_clip
          title: Embedding multimodal data for similarity search

    - title: Agents Recipes
      isExpanded: false
      sections:
        - local: agents
          title: Build an agent with tool-calling superpowers using Transformers Agents
        - local: agent_rag
          title: Agentic RAG - turbocharge your RAG with query reformulation and self-query
        - local: agent_change_llm
          title: Create a Transformers Agent from any LLM inference provider
        - local: agent_text_to_sql
          title: Agent for Text-to-SQL with automatic error correction
        - local: agent_data_analyst
          title: Data analyst agent - get your data's insights in the blink of an eye

- title: Enterprise Hub Cookbook
  isExpanded: True
  sections:
  - local: enterprise_cookbook_overview
    title: Overview
  - local: enterprise_cookbook_dev_spaces
    title: Interactive Development In HF Spaces
  - local: enterprise_hub_serverless_inference_api
    title: Inference API (Serverless)
  - local: enterprise_dedicated_endpoints
    title: Inference Endpoints (Dedicated)
  - local: enterprise_cookbook_argilla
    title: Data annotation with Argilla Spaces
  - local: enterprise_cookbook_gradio
    title: Creating demos with Spaces and Gradio
