GRAG

• Components
  • VectorDB
    • VectorDB
      • Submodules
      • Base
      • Chroma Client
      • Deeplake Client
      • Module Contents
  • Embedding
    • Embedding
      • Embedding.embedding_type
      • Embedding.embedding_model
      • Embedding.embedding_function
  • LLM
    • LLM()
    • model_name
    • quantization
    • pipeline
    • device_map
    • task
    • max_new_tokens
    • temperature
    • n_batch
    • n_ctx
    • n_gpu_layers
    • std_out
    • base_dir
    • callbacks
  • Retriever
    • Retriever()
    • vectordb
    • store_path
    • id_key
    • store
    • retriever
    • splitter
    • namespace
    • top_k
  • Parse PDF
    • ParsePDF()
    • single_text_out
    • strategy
    • infer_table_structure
    • extract_images
    • image_output_dir
    • add_captions_to_text
    • add_captions_to_blocks
    • add_caption_first
    • table_as_html
  • Prompt
    • FewShotPrompt
      • FewShotPrompt.name
      • FewShotPrompt.llm_type
      • FewShotPrompt.task
      • FewShotPrompt.source
      • FewShotPrompt.doc_chain
      • FewShotPrompt.language
      • FewShotPrompt.filepath
      • FewShotPrompt.input_keys
      • FewShotPrompt.input_keys
      • FewShotPrompt.prefix
      • FewShotPrompt.suffix
      • FewShotPrompt.example_template
      • FewShotPrompt.examples
      • FewShotPrompt.example_template
      • FewShotPrompt.examples
      • FewShotPrompt.model_computed_fields
      • FewShotPrompt.model_config
      • FewShotPrompt.model_fields
      • FewShotPrompt.output_keys
      • FewShotPrompt.prefix
      • FewShotPrompt.suffix
      • FewShotPrompt.validate_examples()
      • FewShotPrompt.validate_output_keys()
    • Prompt
      • Prompt.name
      • Prompt.llm_type
      • Prompt.task
      • Prompt.source
      • Prompt.doc_chain
      • Prompt.language
      • Prompt.filepath
      • Prompt.input_keys
      • Prompt.doc_chain
      • Prompt.filepath
      • Prompt.format()
      • Prompt.input_keys
      • Prompt.language
      • Prompt.llm_type
      • Prompt.load()
      • Prompt.model_computed_fields
      • Prompt.model_config
      • Prompt.model_fields
      • Prompt.name
      • Prompt.prompt
      • Prompt.save()
      • Prompt.source
      • Prompt.task
      • Prompt.template
      • Prompt.validate_doc_chain()
      • Prompt.validate_input_keys()
      • Prompt.validate_task()
  • Text Splitter
    • TextSplitter()
    • chunk_size
    • chunk_overlap
  • Utils
    • configure_args()
    • find_config_path()
    • get_config()
    • stuff_docs()
  • Module contents
• Prompts
  • Module contents
• Quantize
  • Submodules
  • Quantize
  • Utils
    • download_release_asset()
    • fetch_model_repo()
    • get_asset_download_url()
    • get_llamacpp_repo()
    • inference_quantized_model()
    • quantize_model()
    • repo_id_resolver()
  • Module contents
• RAG
  • Submodules
  • Basic RAG
    • BasicRAG
      • BasicRAG.model_name
      • BasicRAG.doc_chain
      • BasicRAG.task
      • BasicRAG.llm_kwargs
      • BasicRAG.retriever_kwargs
      • BasicRAG.custom_prompt
      • BasicRAG.doc_chain
      • BasicRAG.model_name
      • BasicRAG.output_parser()
      • BasicRAG.prompt_matcher()
      • BasicRAG.refine_call()
      • BasicRAG.refine_chain()
      • BasicRAG.stuff_call()
      • BasicRAG.stuff_chain()
      • BasicRAG.stuff_docs()
      • BasicRAG.task
  • Module contents

Module contents